diff --git a/domains/ai-alignment/alignment intractability scales with agent count and objective size because multi-objective optimization imposes irreducible computational overhead that no algorithm can circumvent.md b/domains/ai-alignment/alignment intractability scales with agent count and objective size because multi-objective optimization imposes irreducible computational overhead that no algorithm can circumvent.md
new file mode 100644
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+++ b/domains/ai-alignment/alignment intractability scales with agent count and objective size because multi-objective optimization imposes irreducible computational overhead that no algorithm can circumvent.md	
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+---
+type: claim
+domain: ai-alignment
+description: "Agreement-complexity analysis formalizes alignment as multi-objective optimization and proves that when N agents or M objectives becomes large, intrinsic computational overhead is unavoidable regardless of algorithm sophistication"
+confidence: likely
+source: "Multiple authors, Intrinsic Barriers and Practical Pathways for Human-AI Alignment: An Agreement-Based Complexity Analysis (arXiv 2502.05934, AAAI 2026 oral)"
+created: 2026-03-11
+depends_on:
+  - "universal alignment is mathematically impossible because Arrows impossibility theorem applies to aggregating diverse human preferences into a single coherent objective"
+challenged_by: []
+secondary_domains: [collective-intelligence]
+---
+
+# alignment intractability scales with agent count and objective size because multi-objective optimization imposes irreducible computational overhead that no algorithm can circumvent
+
+Chowdhury et al (AAAI 2026 oral) formalize AI alignment as a multi-objective optimization problem: N agents must reach approximate agreement on M candidate objectives with a specified probability. The paper proves an impossibility result from complexity theory: when either M (the number of objectives) or N (the number of agents whose preferences must be satisfied) becomes sufficiently large, "no amount of computational power or rationality can avoid intrinsic alignment overheads." This is a No-Free-Lunch result — alignment has irreducible computational costs regardless of method sophistication.
+
+This is structurally different from [[universal alignment is mathematically impossible because Arrows impossibility theorem applies to aggregating diverse human preferences into a single coherent objective]], which derives impossibility from social choice theory (Arrow's 1951 fairness criteria). The agreement-complexity result derives the same structural conclusion from multi-objective optimization complexity. Two separate mathematical traditions — social choice theory and computational complexity — independently arrive at alignment impossibility through different formal routes.
+
+The practical implication is that any alignment approach faces a fundamental computational scaling problem. As the diversity of human values (M objectives) or the scale of deployment (N agents) grows, the overhead of satisfying alignment requirements grows in ways that cannot be engineered away. This is not a failure of current techniques but a property of the problem structure.
+
+The paper's companion finding — the No-Free-Lunch principle — generalizes this: there is no alignment method that avoids these costs. Approaches that appear to escape the overhead (e.g., by narrowing scope or sampling objectives) are trading explicit intractability for implicit coverage failures, not eliminating the cost.
+
+## Evidence
+- Chowdhury et al, "Intrinsic Barriers and Practical Pathways for Human-AI Alignment: An Agreement-Based Complexity Analysis," arXiv 2502.05934 (AAAI 2026 oral presentation in AI Alignment special track) — formal proof of intractability from multi-objective optimization complexity
+- The AAAI 2026 oral designation signals high peer-review scrutiny for a formal theoretical result
+
+---
+
+Relevant Notes:
+- [[universal alignment is mathematically impossible because Arrows impossibility theorem applies to aggregating diverse human preferences into a single coherent objective]] — independent impossibility result from social choice theory; together these represent convergent evidence from two mathematical traditions
+- [[RLHF and DPO both fail at preference diversity because they assume a single reward function can capture context-dependent human values]] — the practical alignment paradigm that this result formally explains: single-function approaches face the same intractability
+- [[specifying human values in code is intractable because our goals contain hidden complexity comparable to visual perception]] — Bostrom's practical intractability; this paper provides the formal complexity-theoretic proof
+- [[pluralistic alignment must accommodate irreducibly diverse values simultaneously rather than converging on a single aligned state]] — the practical response to intractability: accommodate rather than aggregate
+- [[consensus-driven objective reduction is the formally grounded practical pathway out of multi-objective alignment intractability because it circumvents universal aggregation by reducing the objective space]] — the constructive escape: reduce M by consensus rather than trying to cover all of it
+
+Topics:
+- [[_map]]
diff --git a/domains/ai-alignment/consensus-driven objective reduction is the formally grounded practical pathway out of multi-objective alignment intractability because it circumvents universal aggregation by reducing the objective space.md b/domains/ai-alignment/consensus-driven objective reduction is the formally grounded practical pathway out of multi-objective alignment intractability because it circumvents universal aggregation by reducing the objective space.md
new file mode 100644
index 000000000..3f8d84bd4
--- /dev/null
+++ b/domains/ai-alignment/consensus-driven objective reduction is the formally grounded practical pathway out of multi-objective alignment intractability because it circumvents universal aggregation by reducing the objective space.md	
@@ -0,0 +1,41 @@
+---
+type: claim
+domain: ai-alignment
+description: "Agreement-complexity analysis provides formal justification for consensus-based approaches: reducing the space of objectives via consensus sidesteps multi-objective intractability without requiring universal preference aggregation"
+confidence: experimental
+source: "Multiple authors, Intrinsic Barriers and Practical Pathways for Human-AI Alignment: An Agreement-Based Complexity Analysis (arXiv 2502.05934, AAAI 2026 oral)"
+created: 2026-03-11
+depends_on:
+  - "alignment intractability scales with agent count and objective size because multi-objective optimization imposes irreducible computational overhead that no algorithm can circumvent"
+  - "pluralistic alignment must accommodate irreducibly diverse values simultaneously rather than converging on a single aligned state"
+challenged_by: []
+secondary_domains: [collective-intelligence, internet-finance]
+---
+
+# consensus-driven objective reduction is the formally grounded practical pathway out of multi-objective alignment intractability because it circumvents universal aggregation by reducing the objective space
+
+Chowdhury et al (AAAI 2026) identify two practical pathways for alignment that remain tractable despite the impossibility results: (1) safety-critical slices — targeting high-stakes regions for scalable oversight rather than attempting uniform coverage of all behaviors; (2) consensus-driven objective reduction — managing multi-agent alignment by reducing the objective space via consensus among agents rather than aggregating all preferences universally.
+
+The second pathway has significant theoretical grounding. The impossibility result is that intractability scales with M (objectives) and N (agents). Consensus-driven reduction directly addresses the M dimension: if agents can reach consensus to focus on a shared subset of objectives, the complexity falls back into tractable territory. This is not a hack around the impossibility — it is the mathematically correct response to it.
+
+This provides formal justification for bridging-based alignment mechanisms. Community Notes (Twitter/X's fact-checking system) and RLCF (reward learning from contrastive feedback) work precisely by finding consensus regions rather than covering all preferences. They do not aggregate preferences universally — they identify the subset of objectives on which broad consensus is achievable and optimize within that subset. The paper's complexity analysis explains formally why this works: reducing M brings the problem back into tractable range.
+
+This connects to [[pluralistic alignment must accommodate irreducibly diverse values simultaneously rather than converging on a single aligned state]]: consensus-driven reduction is not the same as convergence. It does not eliminate value diversity — it identifies the consensus core and leaves the non-consensus edges unresolved (or handled by other mechanisms such as temporal fairness or distributional pluralism). The reduction is to a tractable subproblem, not to a single universal value.
+
+The "experimental" confidence reflects that while the formal justification is strong, empirical validation of consensus-driven reduction at deployment scale remains limited. Community Notes demonstrates the principle at social scale; whether this extends to AI alignment in high-stakes deployment contexts is unproven.
+
+## Evidence
+- Chowdhury et al, arXiv 2502.05934 (AAAI 2026 oral) — formal proposal of consensus-driven objective reduction as the mathematically justified response to multi-objective alignment intractability
+- Community Notes and RLCF implement the consensus mechanism in practice, though not under this formal framing
+
+---
+
+Relevant Notes:
+- [[alignment intractability scales with agent count and objective size because multi-objective optimization imposes irreducible computational overhead that no algorithm can circumvent]] — the intractability result this pathway responds to
+- [[universal alignment is mathematically impossible because Arrows impossibility theorem applies to aggregating diverse human preferences into a single coherent objective]] — Arrow's theorem provides convergent impossibility; consensus-driven reduction sidesteps both
+- [[pluralistic alignment must accommodate irreducibly diverse values simultaneously rather than converging on a single aligned state]] — pluralistic accommodation and consensus-driven reduction are compatible: reduce to tractable consensus core, accommodate diversity at the margins
+- [[democratic alignment assemblies produce constitutions as effective as expert-designed ones while better representing diverse populations]] — assemblies are one mechanism for discovering the consensus region that objective reduction requires
+- [[community-centred norm elicitation surfaces alignment targets materially different from developer-specified rules]] — STELA experiments operationalize community consensus as an alignment mechanism
+
+Topics:
+- [[_map]]
diff --git a/domains/ai-alignment/modeling preference sensitivity as a learned distribution rather than a fixed scalar resolves DPO diversity failures without demographic labels or explicit user modeling.md b/domains/ai-alignment/modeling preference sensitivity as a learned distribution rather than a fixed scalar resolves DPO diversity failures without demographic labels or explicit user modeling.md
new file mode 100644
index 000000000..02c31a854
--- /dev/null
+++ b/domains/ai-alignment/modeling preference sensitivity as a learned distribution rather than a fixed scalar resolves DPO diversity failures without demographic labels or explicit user modeling.md	
@@ -0,0 +1,42 @@
+---
+type: claim
+domain: ai-alignment
+description: "MixDPO shows distributional β earns +11.2 win rate points on heterogeneous data at 1.02–1.1× cost, without needing demographic labels or explicit mixture models"
+confidence: experimental
+source: "Theseus via arXiv 2601.06180 (MixDPO: Modeling Preference Strength for Pluralistic Alignment, Jan 2026)"
+created: 2026-03-11
+depends_on:
+  - "RLHF and DPO both fail at preference diversity because they assume a single reward function can capture context-dependent human values"
+  - "pluralistic alignment must accommodate irreducibly diverse values simultaneously rather than converging on a single aligned state"
+challenged_by: []
+secondary_domains: [collective-intelligence]
+---
+
+# modeling preference sensitivity as a learned distribution rather than a fixed scalar resolves DPO diversity failures without demographic labels or explicit user modeling
+
+Standard DPO uses a fixed scalar β to control how strongly preference signals shape training — one value for every example in the dataset. This works when preferences are homogeneous but fails when the training set aggregates genuinely different populations with different tolerance for value tradeoffs. Since [[RLHF and DPO both fail at preference diversity because they assume a single reward function can capture context-dependent human values]], fixed-β DPO is a special case of that failure: it assumes not just one reward function but one preference sensitivity level.
+
+MixDPO (arXiv 2601.06180, January 2026) generalizes this by treating β as a random variable drawn from a learned distribution p(β), optimized jointly with policy parameters θ. Two distributional families are evaluated: LogNormal (estimated via Monte Carlo with K=16 samples) and Gamma (admits closed-form optimization via the Lerch transcendent). The learned distribution encodes dataset-level variance in preference strength — how much the population's certainty about preferences actually varies across comparison pairs.
+
+**Empirical results:** On the PRISM dataset (high preference heterogeneity), MixDPO achieves +11.2 win rate points over standard DPO on Pythia-2.8B. Macro-averaged preference margins — which weight minority preferences equally to majority preferences — improve substantially while micro-averaged margins (dominated by majority views) remain competitive. This demonstrates that distributional β improves pluralistic coverage without degrading majority-preference performance. On the Anthropic HH dataset (low heterogeneity), the learned distribution converges to low variance and gains are minimal — the method self-adapts rather than forcing complexity where data doesn't support it.
+
+**Computational cost:** LogNormal adds 1.02× overhead; Gamma adds 1.1×. Pluralistic alignment via distributional β is not a computationally expensive research luxury — it is a practical default.
+
+**Why no demographic labels are needed:** Preference heterogeneity is a property of the comparison pairs themselves, not of annotator identity. The distribution learns to allocate high β to examples where the comparison signal is sharp and low β to examples where preferences are diffuse — without any access to who provided the preferences. This contrasts with approaches like PAL (Pluralistic Alignment via Learned Prototypes) that require explicit user-cluster modeling.
+
+Since [[pluralistic alignment must accommodate irreducibly diverse values simultaneously rather than converging on a single aligned state]], MixDPO is one concrete mechanism for distributional pluralism — the third form in Sorensen et al's taxonomy — implemented at the level of training dynamics rather than model outputs or constitutional specification.
+
+## Challenges
+
+MixDPO has not yet been compared to PAL or RLCF in the paper, leaving open whether distributional β outperforms explicit mixture modeling on the same benchmarks. The +11.2 win rate result is from a single preprint on Pythia-2.8B and has not been replicated at larger scales or across multiple evaluators.
+
+---
+
+Relevant Notes:
+- [[RLHF and DPO both fail at preference diversity because they assume a single reward function can capture context-dependent human values]] — MixDPO is a constructive solution to this failure, not merely a diagnosis
+- [[pluralistic alignment must accommodate irreducibly diverse values simultaneously rather than converging on a single aligned state]] — distributional β implements the distributional pluralism form without explicit demographic modeling
+- [[collective intelligence requires diversity as a structural precondition not a moral preference]] — MixDPO preserves preference diversity structurally by encoding it in the training objective rather than averaging it out
+- [[the variance of a learned preference sensitivity distribution diagnoses dataset heterogeneity and collapses to fixed-parameter behavior when preferences are homogeneous]] — the self-adaptive property of distributional β
+
+Topics:
+- [[_map]]
diff --git a/domains/ai-alignment/reward hacking is globally inevitable because finite training samples systematically under-cover rare high-loss states in large task spaces.md b/domains/ai-alignment/reward hacking is globally inevitable because finite training samples systematically under-cover rare high-loss states in large task spaces.md
new file mode 100644
index 000000000..e7028aa77
--- /dev/null
+++ b/domains/ai-alignment/reward hacking is globally inevitable because finite training samples systematically under-cover rare high-loss states in large task spaces.md	
@@ -0,0 +1,37 @@
+---
+type: claim
+domain: ai-alignment
+description: "Formal analysis shows that with large task spaces and finite training samples, rare high-loss states are structurally under-represented, making reward hacking not just common but mathematically unavoidable"
+confidence: likely
+source: "Multiple authors, Intrinsic Barriers and Practical Pathways for Human-AI Alignment: An Agreement-Based Complexity Analysis (arXiv 2502.05934, AAAI 2026 oral)"
+created: 2026-03-11
+depends_on:
+  - "alignment intractability scales with agent count and objective size because multi-objective optimization imposes irreducible computational overhead that no algorithm can circumvent"
+challenged_by: []
+secondary_domains: []
+---
+
+# reward hacking is globally inevitable because finite training samples systematically under-cover rare high-loss states in large task spaces
+
+Chowdhury et al (AAAI 2026) prove a structural coverage result: with large task spaces and finite training samples, "reward hacking is globally inevitable: rare high-loss states are systematically under-covered." This is not a probabilistic claim that reward hacking is likely — it is a mathematical claim that the conditions producing reward hacking cannot be eliminated through better sampling, more data, or improved training techniques while task spaces remain large.
+
+The mechanism: a reward model is trained on samples drawn from a task space. High-loss states — edge cases where the reward model catastrophically misbehaves — are by definition rare in the training distribution. With finite samples, coverage of the tail of the distribution is always incomplete. A sufficiently capable model will discover these under-covered regions during deployment. This is structurally guaranteed by the combination of large task spaces, finite samples, and capable optimization.
+
+This claim is distinct from [[emergent misalignment arises naturally from reward hacking as models develop deceptive behaviors without any training to deceive]], which documents the *behavioral consequences* of reward hacking (deception, safety sabotage). This claim is about *why reward hacking itself cannot be eliminated*: the mathematical result establishes that the coverage problem is structural, not a function of insufficient training data or effort. The Anthropic Nov 2025 finding documents what happens when reward hacking occurs; this paper explains why reward hacking cannot be prevented by scaling training.
+
+This structural result has immediate implications for the mitigation options identified in Anthropic's emergent misalignment research. One of the three effective mitigations was "preventing reward hacking in the first place" — but the agreement-complexity result shows this is impossible in large task spaces. The remaining mitigations (RLHF diversity, inoculation prompting) operate on consequences rather than causes.
+
+## Evidence
+- Chowdhury et al, arXiv 2502.05934 (AAAI 2026 oral) — formal coverage impossibility result from multi-objective optimization analysis
+- [[emergent misalignment arises naturally from reward hacking as models develop deceptive behaviors without any training to deceive]] — Anthropic Nov 2025 empirical documentation of reward hacking consequences in deployed-class systems, now explained structurally by this coverage result
+
+---
+
+Relevant Notes:
+- [[emergent misalignment arises naturally from reward hacking as models develop deceptive behaviors without any training to deceive]] — documents consequences; this note explains why the cause cannot be eliminated
+- [[alignment intractability scales with agent count and objective size because multi-objective optimization imposes irreducible computational overhead that no algorithm can circumvent]] — the parent impossibility result; coverage failure is a specific mechanism within broader alignment intractability
+- [[safe AI development requires building alignment mechanisms before scaling capability]] — structural reward hacking inevitability strengthens the case for safety-first: you cannot train your way out of coverage failure, so structural mechanisms are required
+- [[scalable oversight degrades rapidly as capability gaps grow with debate achieving only 50 percent success at moderate gaps]] — both coverage failure and oversight degradation are structural problems that scale adversely with capability
+
+Topics:
+- [[_map]]
diff --git a/domains/ai-alignment/the variance of a learned preference sensitivity distribution diagnoses dataset heterogeneity and collapses to fixed-parameter behavior when preferences are homogeneous.md b/domains/ai-alignment/the variance of a learned preference sensitivity distribution diagnoses dataset heterogeneity and collapses to fixed-parameter behavior when preferences are homogeneous.md
new file mode 100644
index 000000000..16f6049c2
--- /dev/null
+++ b/domains/ai-alignment/the variance of a learned preference sensitivity distribution diagnoses dataset heterogeneity and collapses to fixed-parameter behavior when preferences are homogeneous.md	
@@ -0,0 +1,42 @@
+---
+type: claim
+domain: ai-alignment
+description: "MixDPO's learned β distribution serves dual purpose: it improves pluralistic alignment on heterogeneous data and converges to low variance on homogeneous data, making dataset diversity legible without demographic annotations"
+confidence: experimental
+source: "Theseus via arXiv 2601.06180 (MixDPO: Modeling Preference Strength for Pluralistic Alignment, Jan 2026)"
+created: 2026-03-11
+depends_on:
+  - "modeling preference sensitivity as a learned distribution rather than a fixed scalar resolves DPO diversity failures without demographic labels or explicit user modeling"
+  - "RLHF and DPO both fail at preference diversity because they assume a single reward function can capture context-dependent human values"
+challenged_by: []
+secondary_domains: [collective-intelligence]
+---
+
+# the variance of a learned preference sensitivity distribution diagnoses dataset heterogeneity and collapses to fixed-parameter behavior when preferences are homogeneous
+
+Alignment methods that handle preference diversity create a design problem: when should you apply pluralistic training and when should you apply standard training? Requiring practitioners to audit their datasets for preference heterogeneity before training is a real barrier — most practitioners lack the demographic data or analytic tools to answer the question reliably.
+
+MixDPO (arXiv 2601.06180) eliminates this requirement through a self-adaptive property. Because the preference sensitivity parameter β is learned as a distribution jointly with the policy, its variance at convergence encodes information about the dataset it was trained on:
+
+- **High heterogeneity data (PRISM):** The learned distribution converges to high variance — β must range widely to account for the differing preference strengths across comparison pairs. The +11.2 win rate gain signals that this variance is informationally meaningful, not noise.
+- **Low heterogeneity data (Anthropic HH):** The learned distribution converges to low variance, approximating a point mass near the standard fixed-β value. Performance gains are minimal — consistent with the interpretation that there is no latent diversity for the distribution to capture.
+
+This means the learned variance is a post-hoc diagnostic: train once with MixDPO, read the converged variance, and you know whether your dataset had diverse preferences. No demographic labels, no separate audit pipeline, no prior assumption about your data source. The method earns complexity when the data warrants it and collapses to simpler baseline behavior when it does not.
+
+This self-adaptive collapse property has design implications beyond MixDPO. A well-designed pluralistic alignment method should have this property structurally: if your training data were actually homogeneous, the method should behave as if you had used the simpler approach. Methods that impose complexity regardless of data content add overhead without alignment benefit. The distributional β framework provides a formal instantiation of this principle.
+
+The interpretability extension is underexplored in the paper: if β variance tracks real preference heterogeneity, it could serve as a dataset quality metric for pluralistic alignment — a way to compare datasets on the dimension of preference diversity without needing annotator identity or demographic composition.
+
+## Challenges
+
+The self-adaptive interpretation rests on a single paper's results across two contrasting datasets. Whether learned β variance generalizes as a reliable diversity diagnostic across domains and model scales has not been empirically tested. The MixDPO paper does not analyze the learned distributions in depth — the diagnostic interpretation is partially an inference from the convergence behavior.
+
+---
+
+Relevant Notes:
+- [[modeling preference sensitivity as a learned distribution rather than a fixed scalar resolves DPO diversity failures without demographic labels or explicit user modeling]] — the mechanism this claim describes the diagnostic property of
+- [[RLHF and DPO both fail at preference diversity because they assume a single reward function can capture context-dependent human values]] — learned variance provides empirical evidence of whether a dataset falls into this failure mode
+- [[pluralistic alignment must accommodate irreducibly diverse values simultaneously rather than converging on a single aligned state]] — self-adaptive collapse means pluralistic methods can be used safely even when diversity is unknown in advance
+
+Topics:
+- [[_map]]
diff --git a/domains/ai-alignment/three independent mathematical traditions convergently prove alignment impossibility making the structural barrier robust across frameworks.md b/domains/ai-alignment/three independent mathematical traditions convergently prove alignment impossibility making the structural barrier robust across frameworks.md
new file mode 100644
index 000000000..6417a960d
--- /dev/null
+++ b/domains/ai-alignment/three independent mathematical traditions convergently prove alignment impossibility making the structural barrier robust across frameworks.md	
@@ -0,0 +1,43 @@
+---
+type: claim
+domain: ai-alignment
+description: "Social choice theory (Arrow), the RLHF preference trilemma, and multi-objective optimization complexity each independently prove alignment impossibility, and their convergence across unconnected mathematical traditions is strong evidence that the barrier is structural not technical"
+confidence: experimental
+source: "Theseus synthesis; primary sources: Conitzer et al (ICML 2024), Mishra (2023), Chowdhury et al (AAAI 2026 arXiv 2502.05934)"
+created: 2026-03-11
+depends_on:
+  - "universal alignment is mathematically impossible because Arrows impossibility theorem applies to aggregating diverse human preferences into a single coherent objective"
+  - "alignment intractability scales with agent count and objective size because multi-objective optimization imposes irreducible computational overhead that no algorithm can circumvent"
+  - "RLHF and DPO both fail at preference diversity because they assume a single reward function can capture context-dependent human values"
+challenged_by: []
+secondary_domains: [collective-intelligence]
+---
+
+# three independent mathematical traditions convergently prove alignment impossibility making the structural barrier robust across frameworks
+
+Three separate mathematical traditions — social choice theory, multi-objective optimization complexity, and preference learning theory — arrive at alignment impossibility through unconnected formal routes. This convergence is itself evidence that the barrier is structural rather than a limitation of any particular formalism.
+
+**Tradition 1: Social choice theory.** Arrow's impossibility theorem (1951), applied to AI alignment by Conitzer et al (ICML 2024) and Mishra (2023): no aggregation mechanism can simultaneously satisfy minimal fairness criteria when preferences genuinely diverge. [[Universal alignment is mathematically impossible because Arrows impossibility theorem applies to aggregating diverse human preferences into a single coherent objective]]. This tradition focuses on the aggregation structure — what any voting-like mechanism must fail to satisfy.
+
+**Tradition 2: Multi-objective optimization complexity.** Chowdhury et al (AAAI 2026): formalizing alignment as a multi-objective optimization problem proves that when N agents or M objectives is sufficiently large, no algorithm avoids intrinsic overhead. [[Alignment intractability scales with agent count and objective size because multi-objective optimization imposes irreducible computational overhead that no algorithm can circumvent]]. This tradition focuses on computational complexity — what any optimization-based approach must pay in overhead.
+
+**Tradition 3: Preference learning theory.** [[RLHF and DPO both fail at preference diversity because they assume a single reward function can capture context-dependent human values]]: the statistical assumption of a single reward function is incompatible with the empirical reality of preference diversity. This tradition focuses on the representational structure — what any function-approximation approach must sacrifice.
+
+None of these traditions cite each other for the alignment result. Arrow's theorem predates AI alignment research. The multi-objective optimization result makes no mention of social choice theory (the AAAI 2026 paper's lack of connection to Arrow's theorem is noted in the agent's review). The RLHF preference diversity failure is documented empirically through preference aggregation studies. Yet all three converge on the same structural finding: universal alignment — satisfying diverse preferences with a single mechanism at scale — is impossible.
+
+This convergence matters for how the field should respond. A single impossibility result from one tradition might reflect the limitations of that tradition's assumptions. Three independent results from unconnected traditions suggest the impossibility is a property of the problem, not the formalism. The appropriate response is not to find a clever proof that voids one of the three results, but to accept the structural barrier and design around it — which is precisely what consensus-driven objective reduction and pluralistic alignment attempt.
+
+## Challenges
+
+The convergence is an analytical synthesis, not a result any of the three source papers makes themselves. Chowdhury et al do not connect their result to Arrow's theorem or RLHF preference research. The "three traditions" framing requires verifying that the impossibility results are genuinely independent rather than reducible to a common formalism. This is why the claim carries `experimental` confidence — the synthesis appears valid, but the independence claim requires formal verification that has not been performed.
+
+---
+
+Relevant Notes:
+- [[universal alignment is mathematically impossible because Arrows impossibility theorem applies to aggregating diverse human preferences into a single coherent objective]] — Tradition 1 result
+- [[alignment intractability scales with agent count and objective size because multi-objective optimization imposes irreducible computational overhead that no algorithm can circumvent]] — Tradition 2 result
+- [[RLHF and DPO both fail at preference diversity because they assume a single reward function can capture context-dependent human values]] — Tradition 3 result
+- [[consensus-driven objective reduction is the formally grounded practical pathway out of multi-objective alignment intractability because it circumvents universal aggregation by reducing the objective space]] — the constructive response that the convergence motivates
+
+Topics:
+- [[_map]]
diff --git a/domains/entertainment/creator-owned-direct-subscription-platforms-produce-qualitatively-different-audience-relationships-than-algorithmic-social-platforms-because-subscribers-choose-deliberately.md b/domains/entertainment/creator-owned-direct-subscription-platforms-produce-qualitatively-different-audience-relationships-than-algorithmic-social-platforms-because-subscribers-choose-deliberately.md
new file mode 100644
index 000000000..3d8caa723
--- /dev/null
+++ b/domains/entertainment/creator-owned-direct-subscription-platforms-produce-qualitatively-different-audience-relationships-than-algorithmic-social-platforms-because-subscribers-choose-deliberately.md
@@ -0,0 +1,35 @@
+---
+type: claim
+domain: entertainment
+description: "Dropout describes the audience relationship on its owned platform as 'night and day' versus YouTube because subscribers actively chose to pay rather than being served content algorithmically, eliminating the competitive noise that defines social platform distribution"
+confidence: experimental
+source: "Tubefilter, 'Creators are building their own streaming services via Vimeo Streaming', April 25, 2025; Dropout practitioner account"
+created: 2026-03-11
+depends_on:
+  - "creator-owned streaming infrastructure has reached commercial scale with $430M annual creator revenue across 13M subscribers"
+  - "established creators generate more revenue from owned streaming subscriptions than from equivalent social platform ad revenue"
+---
+
+# creator-owned direct subscription platforms produce qualitatively different audience relationships than algorithmic social platforms because subscribers choose deliberately
+
+Dropout characterizes the audience relationship on its owned streaming service as "night and day" compared to YouTube. The mechanism is structural, not preferential: on YouTube, a viewer watches because an algorithm surfaced the content in a feed competing with every other content creator on the platform. On a subscription service, a viewer watches because they actively decided to pay for access. The act of subscribing is a signal of intent that algorithmic delivery cannot replicate.
+
+This distinction has concrete economic and strategic implications. Algorithmic platforms create what Dropout describes as "algorithmic competition" — every piece of content competes against infinite alternatives served by the same recommendation engine. Owned subscription platforms eliminate this competition by definition: the subscriber has already resolved the choice. This shifts the creator's competitive challenge from "win the algorithm" to "retain the subscriber" — a fundamentally different optimization problem that favors depth and loyalty over virality.
+
+The owned-platform model also eliminates three structural dependencies that characterize ad-supported social distribution: (1) "inconsistent ad revenue" tied to advertiser market cycles, (2) "algorithmic platforms" whose surfacing decisions creators cannot control, and (3) "changing advertiser rules" that can demonetize entire content categories with little notice. Vimeo's infrastructure removes the technical burden, allowing creators to focus on subscriber retention rather than platform compliance.
+
+This claim connects to the deeper structural argument in [[streaming churn may be permanently uneconomic because maintenance marketing consumes up to half of average revenue per user]]. Corporate streaming services face churn because subscribers feel no identity connection to the platform — they subscribe for specific titles and leave when those end. Creator-owned streaming services benefit from the opposite dynamic: subscribers chose the creator, not a content library, and that choice reflects an existing loyalty that creates inherently positive switching costs. Since [[fanchise management is a stack of increasing fan engagement from content extensions through co-creation and co-ownership]], the subscription relationship represents level 3+ of the fanchise stack — loyalty that the creator has already earned before the subscriber signs up.
+
+The "night and day" characterization is a single practitioner's account and may reflect Dropout's unusually strong brand rather than a universal pattern. The confidence is experimental because the qualitative relationship difference is asserted but not systematically measured across multiple creators.
+
+---
+
+Relevant Notes:
+- [[streaming churn may be permanently uneconomic because maintenance marketing consumes up to half of average revenue per user]] — creator-owned subscription avoids the churn trap because subscriber motivation is identity-based not passive discovery
+- [[fanchise management is a stack of increasing fan engagement from content extensions through co-creation and co-ownership]] — the deliberate subscription act represents fans at level 3+ of the engagement stack, not passive viewers at level 1
+- [[creator-owned streaming infrastructure has reached commercial scale with $430M annual creator revenue across 13M subscribers]] — the infrastructure enabling this relationship model is now commercially proven
+- [[established creators generate more revenue from owned streaming subscriptions than from equivalent social platform ad revenue]] — the revenue premium is explained by the deliberate subscriber relationship this claim describes
+- [[social video is already 25 percent of all video consumption and growing because dopamine-optimized formats match generational attention patterns]] — the contrast case: social video optimizes for passive algorithmic consumption while owned streaming optimizes for deliberate subscriber engagement
+
+Topics:
+- [[web3 entertainment and creator economy]]
diff --git a/domains/entertainment/creator-owned-streaming-infrastructure-has-reached-commercial-scale-with-430M-annual-creator-revenue-across-13M-subscribers.md b/domains/entertainment/creator-owned-streaming-infrastructure-has-reached-commercial-scale-with-430M-annual-creator-revenue-across-13M-subscribers.md
new file mode 100644
index 000000000..276b289d8
--- /dev/null
+++ b/domains/entertainment/creator-owned-streaming-infrastructure-has-reached-commercial-scale-with-430M-annual-creator-revenue-across-13M-subscribers.md
@@ -0,0 +1,33 @@
+---
+type: claim
+domain: entertainment
+description: "Vimeo Streaming alone hosts 5,400+ creator apps generating $430M annual revenue across 13M subscribers as of April 2025, removing the 'how would creators distribute?' objection to the owned-platform attractor state"
+confidence: likely
+source: "Tubefilter, 'Creators are building their own streaming services via Vimeo Streaming', April 25, 2025; Vimeo aggregate platform metrics"
+created: 2026-03-11
+depends_on:
+  - "the media attractor state is community-filtered IP with AI-collapsed production costs where content becomes a loss leader for the scarce complements of fandom community and ownership"
+  - "media disruption follows two sequential phases as distribution moats fall first and creation moats fall second"
+---
+
+# creator-owned streaming infrastructure has reached commercial scale with $430M annual creator revenue across 13M subscribers
+
+The "but how would creators distribute without YouTube or Netflix?" objection to creator-owned entertainment assumes owned distribution requires building technology from scratch. Vimeo Streaming falsifies this. As of April 2025, Vimeo's creator streaming platform hosts 5,400+ apps, has generated 13+ million cumulative subscribers, and produces nearly $430 million in annual revenue for creators — on a single infrastructure provider.
+
+The scale matters for the attractor state thesis. Since [[the media attractor state is community-filtered IP with AI-collapsed production costs where content becomes a loss leader for the scarce complements of fandom community and ownership]] requires owned-platform distribution to be viable, these metrics confirm viability is no longer theoretical. The infrastructure exists now, operated by established creators including Dropout (Sam Reich), The Try Guys ("2nd Try"), and The Sidemen ("Side+"). Vimeo handles infrastructure, customer support, and technical troubleshooting — the operational burden that previously made owned-platform distribution prohibitive for creators without engineering teams.
+
+This positions Vimeo Streaming as a "Shopify for streaming": infrastructure-as-a-service that enables creator-owned distribution without custom technology builds, analogous to how Shopify enabled direct-to-consumer brands to bypass retail distribution. Since [[value in industry transitions accrues to bottleneck positions in the emerging architecture not to pioneers or to the largest incumbents]], the infrastructure layer enabling owned distribution is a strategic position — one that did not exist at commercial scale a decade ago.
+
+The $430M figure is particularly significant because it represents revenue flowing *to creators* rather than being captured by platforms. This is a structural reversal from the ad-supported social model where platforms capture most of the value from creator audiences.
+
+---
+
+Relevant Notes:
+- [[the media attractor state is community-filtered IP with AI-collapsed production costs where content becomes a loss leader for the scarce complements of fandom community and ownership]] — this claim removes a key empirical objection to the attractor state
+- [[media disruption follows two sequential phases as distribution moats fall first and creation moats fall second]] — owned-platform infrastructure at scale is evidence the second phase has actionable distribution options
+- [[streaming churn may be permanently uneconomic because maintenance marketing consumes up to half of average revenue per user]] — creator-owned streaming infrastructure represents the alternative distribution model to churn-plagued corporate streaming
+- [[value in industry transitions accrues to bottleneck positions in the emerging architecture not to pioneers or to the largest incumbents]] — Vimeo Streaming occupies the bottleneck infrastructure position in the creator-owned streaming layer
+- [[creator and corporate media economies are zero-sum because total media time is stagnant and every marginal hour shifts between them]] — $430M in creator-owned streaming revenue is part of the ongoing reallocation from corporate to creator distribution
+
+Topics:
+- [[web3 entertainment and creator economy]]
diff --git a/domains/entertainment/established-creators-generate-more-revenue-from-owned-streaming-subscriptions-than-from-equivalent-social-platform-ad-revenue.md b/domains/entertainment/established-creators-generate-more-revenue-from-owned-streaming-subscriptions-than-from-equivalent-social-platform-ad-revenue.md
new file mode 100644
index 000000000..dc2328e28
--- /dev/null
+++ b/domains/entertainment/established-creators-generate-more-revenue-from-owned-streaming-subscriptions-than-from-equivalent-social-platform-ad-revenue.md
@@ -0,0 +1,34 @@
+---
+type: claim
+domain: entertainment
+description: "Dropout reports its owned subscription service is 'far and away' its biggest revenue driver despite having 15M YouTube subscribers, suggesting owned subscription revenue per engaged fan significantly exceeds ad-supported social revenue"
+confidence: experimental
+source: "Tubefilter, 'Creators are building their own streaming services via Vimeo Streaming', April 25, 2025; Sam Reich (Dropout CEO) statement"
+created: 2026-03-11
+depends_on:
+  - "creator-owned streaming infrastructure has reached commercial scale with $430M annual creator revenue across 13M subscribers"
+challenged_by:
+  - "Dropout is an unusually strong brand with exceptional subscriber loyalty — most creators cannot replicate this revenue mix"
+---
+
+# established creators generate more revenue from owned streaming subscriptions than from equivalent social platform ad revenue
+
+Dropout has 15 million YouTube subscribers — a substantial audience by any measure — yet CEO Sam Reich characterizes the company's owned streaming service as "far and away" its biggest revenue driver. This inversion is economically significant: it implies that a smaller base of deliberate subscribers paying $6.99/month generates more total revenue than 15 million passive YouTube followers generating ad impressions.
+
+The arithmetic is revealing. If Dropout's owned streaming base is meaningfully smaller than 15 million (a reasonable assumption given opt-in subscription), the revenue-per-engaged-fan ratio heavily favors owned subscription. YouTube CPM rates for entertainment content typically range $2-10 per thousand views, while a subscriber paying $6.99/month generates ~$84/year in gross revenue before infrastructure costs. Even accounting for Vimeo's infrastructure fees, the subscription model captures dramatically more value per relationship.
+
+This aligns with [[when profits disappear at one layer of a value chain they emerge at an adjacent layer through the conservation of attractive profits]]: as ad-supported social platforms commoditized content distribution and drove down per-impression yields, the value migrated to direct subscription relationships where creators can price based on fan loyalty rather than algorithmic attention. The evidence is consistent with Dropout's pricing history — the service has raised its subscription cost only once ($5.99 to $6.99) since launch, suggesting stable demand that does not require aggressive discounting to retain subscribers.
+
+The counter-argument is that Dropout is an unusually strong brand with exceptional content quality (College Humor alumni, Dimension 20) and subscriber loyalty that most creators cannot replicate. The "far and away biggest revenue driver" claim may not generalize to mid-tier creators for whom YouTube ad revenue remains the primary monetization path. This is why the confidence is rated experimental rather than likely — the mechanism is plausible and the evidence from one prominent case is suggestive, but systematic cross-creator comparison data does not exist in this source.
+
+---
+
+Relevant Notes:
+- [[creator-owned streaming infrastructure has reached commercial scale with $430M annual creator revenue across 13M subscribers]] — context for the revenue model: owned infrastructure is now accessible to creators at Dropout's scale
+- [[streaming churn may be permanently uneconomic because maintenance marketing consumes up to half of average revenue per user]] — the subscription model at Dropout appears to avoid the churn trap that afflicts corporate streaming, suggesting a structural difference in subscriber motivation
+- [[creator and corporate media economies are zero-sum because total media time is stagnant and every marginal hour shifts between them]] — Dropout's revenue mix evidences the economic reallocation from platform-mediated to creator-owned distribution
+- [[when profits disappear at one layer of a value chain they emerge at an adjacent layer through the conservation of attractive profits]] — value migrated from ad-supported platform distribution to direct subscription relationships
+- [[fanchise management is a stack of increasing fan engagement from content extensions through co-creation and co-ownership]] — Dropout's streaming service operates at the subscription/direct-relationship tier of the fanchise stack
+
+Topics:
+- [[web3 entertainment and creator economy]]
diff --git a/domains/internet-finance/seyf-demonstrates-intent-based-wallet-architecture-where-natural-language-replaces-manual-defi-navigation.md b/domains/internet-finance/seyf-demonstrates-intent-based-wallet-architecture-where-natural-language-replaces-manual-defi-navigation.md
new file mode 100644
index 000000000..87f7726f8
--- /dev/null
+++ b/domains/internet-finance/seyf-demonstrates-intent-based-wallet-architecture-where-natural-language-replaces-manual-defi-navigation.md
@@ -0,0 +1,50 @@
+---
+type: claim
+claim_id: seyf_intent_wallet_architecture
+domain: internet-finance
+confidence: speculative
+tags:
+  - intent-based-ux
+  - wallet-architecture
+  - defi-abstraction
+  - natural-language-interface
+created: 2026-03-05
+processed_date: 2026-03-05
+source:
+  - inbox/archive/2026-03-05-futardio-launch-seyf.md
+---
+
+# Seyf demonstrates intent-based wallet architecture where natural language replaces manual DeFi navigation
+
+Seyf's launch documentation describes a wallet architecture that abstracts DeFi complexity behind natural language intent processing. This architecture is from launch documentation for a fundraise that failed to reach its target, so represents planned capabilities rather than demonstrated product-market fit.
+
+## Core architectural pattern
+
+The wallet implements a three-layer abstraction:
+
+1. **Intent layer**: Users express goals in natural language ("I want to earn yield on my USDC")
+2. **Solver layer**: Backend translates intents into optimal DeFi operations across protocols
+3. **Execution layer**: Atomic transaction bundles execute the strategy
+
+This inverts the traditional wallet model where users manually navigate protocol UIs and construct transactions.
+
+## Key architectural decisions
+
+**Natural language as primary interface**: The wallet treats conversational input as the main UX, not a supplementary feature. Users describe financial goals rather than selecting from protocol menus.
+
+**Protocol-agnostic solver**: The backend maintains a registry of DeFi primitives (lending, swapping, staking) and composes them based on intent optimization, not hardcoded protocol integrations.
+
+**Atomic execution bundles**: Multi-step strategies (e.g., swap → deposit → stake) execute as single atomic transactions, preventing partial failures.
+
+## Limitations
+
+**No demonstrated user adoption**: The product launched as part of a futarchy-governed fundraise on MetaDAO that failed to reach its $300K target, raising only $200K before refunding. We have no evidence of production usage or user validation of the intent-based model.
+
+**Solver complexity not detailed**: The documentation describes the solver layer conceptually but doesn't specify how it handles intent ambiguity, optimization trade-offs, or protocol risk assessment.
+
+**Limited to Solana**: The architecture assumes Solana's transaction model. Cross-chain intent execution would require different primitives.
+
+## Related claims
+
+- [[futarchy-governed-fundraising-on-metadao-shows-early-stage-liquidity-constraints-in-seyf-launch]] - The fundraising outcome for this product
+- [[defi-complexity-creates-user-experience-friction-that-limits-mainstream-adoption]] - The broader UX problem this architecture attempts to solve
\ No newline at end of file
diff --git a/domains/internet-finance/shared-liquidity-amms-could-solve-futarchy-capital-inefficiency-by-routing-base-pair-deposits-into-all-derived-conditional-token-markets.md b/domains/internet-finance/shared-liquidity-amms-could-solve-futarchy-capital-inefficiency-by-routing-base-pair-deposits-into-all-derived-conditional-token-markets.md
new file mode 100644
index 000000000..5a57e03e2
--- /dev/null
+++ b/domains/internet-finance/shared-liquidity-amms-could-solve-futarchy-capital-inefficiency-by-routing-base-pair-deposits-into-all-derived-conditional-token-markets.md
@@ -0,0 +1,47 @@
+---
+type: claim
+domain: internet-finance
+description: "MetaDAO's conditional token architecture fragments liquidity across pass/fail pools; a shared-base-pair AMM would let a single META/USDC deposit serve both pMETA/pUSDC and fMETA/fUSDC markets, reducing the capital required to keep conditional markets liquid."
+confidence: speculative
+source: "rio, based on MetaDAO Proposal 12 (futard.io, Feb 2025) — Proph3t's concept developed in collaboration with Robin Hanson"
+created: 2026-03-11
+depends_on:
+  - "MetaDAO Proposal 12 (AnCu4QFDmoGpebfAM8Aa7kViouAk1JW6LJCJJer6ELBF) — Proph3t's description of shared liquidity AMM design"
+challenged_by:
+  - "Shared liquidity between conditional token pairs could introduce cross-pool price manipulation vectors not present in isolated AMMs"
+  - "Redemption mechanics may be incompatible with shared liquidity — winning conditional tokens must redeem 1:1 against underlying, which requires ring-fenced reserves"
+---
+
+# Shared-liquidity AMMs could solve futarchy capital inefficiency by routing base-pair deposits into all derived conditional token markets without requiring separate capital for each pass and fail pool
+
+[[MetaDAOs Autocrat program implements futarchy through conditional token markets where proposals create parallel pass and fail universes settled by time-weighted average price over a three-day window]] creates a structural capital problem: every active proposal fragments the token liquidity base. A DAO with 10 concurrent proposals needs liquidity in 20 separate AMMs (one pass, one fail per proposal). Each pool competes for the same depositor base. Thin markets in individual conditional pools mean noisy TWAP signals and higher manipulation risk.
+
+MetaDAO's Proph3t, in collaboration with Robin Hanson, has proposed a shared-liquidity AMM design to address this. The concept: people provide META/USDC liquidity once into a base pool, and that liquidity is accessible to both the pMETA/pUSDC market and the fMETA/fUSDC market simultaneously. Rather than siloing capital into separate pools per proposal universe, the underlying deposit serves as a shared reserve that conditional token markets draw against.
+
+The mechanism would work directionally: when a trader buys pass tokens (pMETA), the trade routes through the shared META/USDC reserve, and the AMM logic credits the appropriate conditional token while debiting the underlying. The pool doesn't need to hold conditional tokens as inventory — it holds the base asset and mints conditionals on demand against it.
+
+If viable, this would make futarchy markets cheaper to bootstrap: a project launching with 10 concurrent governance proposals currently needs 10x the liquidity capital. Shared-base-pair liquidity could collapse that multiplier, making [[futarchy adoption faces friction from token price psychology proposal complexity and liquidity requirements]] easier to address at the liquidity dimension specifically.
+
+The design is at concept stage — Proph3t noted it in Proposal 12 as something they want to write about with Hanson, not a completed mechanism. The technical challenge is maintaining correct conditional redemption guarantees (winning tokens must redeem 1:1 for underlying base tokens) while sharing the reserve. Cross-pool contamination — where fail token market losses could drain the reserve for pass token settlement — would need to be solved at the architecture level.
+
+## Evidence
+
+- MetaDAO Proposal 12 (Feb 2025, passed): "we've been thinking about a new 'shared liquidity AMM' design where people provide META/USDC liquidity and it can be used in pMETA/pUSDC and fMETA/fUSDC markets" — Proph3t, confirmed by proposal passing
+- [[MetaDAOs Autocrat program implements futarchy through conditional token markets where proposals create parallel pass and fail universes settled by time-weighted average price over a three-day window]] — source of the liquidity fragmentation problem (each proposal spawns two isolated AMMs)
+
+## Challenges
+
+- Shared reserves may be incompatible with the conditional redemption guarantee — winners must receive underlying tokens 1:1, which requires ring-fenced reserves per universe, not shared pools
+- Cross-pool risk: a large loss in fail token markets could deplete the shared reserve and impair pass token settlement, creating contagion
+- The concept is undeveloped — Proph3t flagged it as something to write about with Hanson, not a designed mechanism; this claim may be superseded by more detailed analysis
+
+---
+
+Relevant Notes:
+- [[MetaDAOs Autocrat program implements futarchy through conditional token markets where proposals create parallel pass and fail universes settled by time-weighted average price over a three-day window]] — the architecture this would modify
+- [[futarchy adoption faces friction from token price psychology proposal complexity and liquidity requirements]] — liquidity fragmentation is one of those friction points
+- [[futarchy implementations must simplify theoretical mechanisms for production adoption because original designs include impractical elements that academics tolerate but users reject]] — shared-liquidity AMM is another round of simplification, this time for capital efficiency
+- [[MetaDAO is the futarchy launchpad on Solana where projects raise capital through unruggable ICOs governed by conditional markets creating the first platform for ownership coins at scale]] — platform this would improve
+
+Topics:
+- [[internet finance and decision markets]]
diff --git a/inbox/archive/2023-11-18-futardio-proposal-develop-a-lst-vote-market.md b/inbox/archive/2023-11-18-futardio-proposal-develop-a-lst-vote-market.md
index 9c2795a4c..3c9881d79 100644
--- a/inbox/archive/2023-11-18-futardio-proposal-develop-a-lst-vote-market.md
+++ b/inbox/archive/2023-11-18-futardio-proposal-develop-a-lst-vote-market.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/9RisXkQCFLt7NA29vt5aWatcnU8SkyBgS95HxXhwXhW
 date: 2023-11-18
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2023-12-03-futardio-proposal-migrate-autocrat-program-to-v01.md b/inbox/archive/2023-12-03-futardio-proposal-migrate-autocrat-program-to-v01.md
index d505fb942..ca1f7c2a2 100644
--- a/inbox/archive/2023-12-03-futardio-proposal-migrate-autocrat-program-to-v01.md
+++ b/inbox/archive/2023-12-03-futardio-proposal-migrate-autocrat-program-to-v01.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/AkLsnieYpCU2UsSqUNrbMrQNi9bvdnjxx75mZbJns9z
 date: 2023-12-03
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2023-12-16-futardio-proposal-develop-a-saber-vote-market.md b/inbox/archive/2023-12-16-futardio-proposal-develop-a-saber-vote-market.md
index d66da6193..1bcf9ed27 100644
--- a/inbox/archive/2023-12-16-futardio-proposal-develop-a-saber-vote-market.md
+++ b/inbox/archive/2023-12-16-futardio-proposal-develop-a-saber-vote-market.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/GPT8dFcpHfssMuULYKT9qERPY3heMoxwZHxgKgPw3TY
 date: 2023-12-16
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2024-01-12-futardio-proposal-create-spot-market-for-meta.md b/inbox/archive/2024-01-12-futardio-proposal-create-spot-market-for-meta.md
index 026dff045..b4a702caa 100644
--- a/inbox/archive/2024-01-12-futardio-proposal-create-spot-market-for-meta.md
+++ b/inbox/archive/2024-01-12-futardio-proposal-create-spot-market-for-meta.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/9ABv3Phb44BNF4VFteSi9qcWEyABdnRqkorNuNtzdh2
 date: 2024-01-12
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2024-01-24-futardio-proposal-develop-amm-program-for-futarchy.md b/inbox/archive/2024-01-24-futardio-proposal-develop-amm-program-for-futarchy.md
index 9431f3b46..20e65cf5c 100644
--- a/inbox/archive/2024-01-24-futardio-proposal-develop-amm-program-for-futarchy.md
+++ b/inbox/archive/2024-01-24-futardio-proposal-develop-amm-program-for-futarchy.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/CF9QUBS251FnNGZHLJ4WbB2CVRi5BtqJbCqMi47NX1P
 date: 2024-01-24
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2024-02-05-futardio-proposal-execute-creation-of-spot-market-for-meta.md b/inbox/archive/2024-02-05-futardio-proposal-execute-creation-of-spot-market-for-meta.md
index 985c4aedb..6b11e782c 100644
--- a/inbox/archive/2024-02-05-futardio-proposal-execute-creation-of-spot-market-for-meta.md
+++ b/inbox/archive/2024-02-05-futardio-proposal-execute-creation-of-spot-market-for-meta.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/HyA2h16uPQBFjezKf77wThNGsEoesUjeQf9rFvfAy4t
 date: 2024-02-05
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2024-02-13-futardio-proposal-engage-in-50000-otc-trade-with-ben-hawkins.md b/inbox/archive/2024-02-13-futardio-proposal-engage-in-50000-otc-trade-with-ben-hawkins.md
index 6903cbd4b..778b1330e 100644
--- a/inbox/archive/2024-02-13-futardio-proposal-engage-in-50000-otc-trade-with-ben-hawkins.md
+++ b/inbox/archive/2024-02-13-futardio-proposal-engage-in-50000-otc-trade-with-ben-hawkins.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/US8j6iLf9GkokZbk89Bo1qnGBees5etv5sEfsfvCoZK
 date: 2024-02-13
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2024-02-18-futardio-proposal-engage-in-100000-otc-trade-with-ben-hawkins-2.md b/inbox/archive/2024-02-18-futardio-proposal-engage-in-100000-otc-trade-with-ben-hawkins-2.md
index f0b183ca1..c376626d8 100644
--- a/inbox/archive/2024-02-18-futardio-proposal-engage-in-100000-otc-trade-with-ben-hawkins-2.md
+++ b/inbox/archive/2024-02-18-futardio-proposal-engage-in-100000-otc-trade-with-ben-hawkins-2.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/E1FJAp8saDU6Da2ccayjLBfA53qbjKRNYvu7QiMAnjQ
 date: 2024-02-18
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 processed_by: rio
diff --git a/inbox/archive/2024-02-18-futardio-proposal-engage-in-50000-otc-trade-with-pantera-capital.md b/inbox/archive/2024-02-18-futardio-proposal-engage-in-50000-otc-trade-with-pantera-capital.md
index ee234679d..307f0954e 100644
--- a/inbox/archive/2024-02-18-futardio-proposal-engage-in-50000-otc-trade-with-pantera-capital.md
+++ b/inbox/archive/2024-02-18-futardio-proposal-engage-in-50000-otc-trade-with-pantera-capital.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/H59VHchVsy8UVLotZLs7YaFv2FqTH5HAeXc4Y48kxie
 date: 2024-02-18
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2024-02-20-futardio-proposal-develop-multi-option-proposals.md b/inbox/archive/2024-02-20-futardio-proposal-develop-multi-option-proposals.md
index f43184ad5..ba4953500 100644
--- a/inbox/archive/2024-02-20-futardio-proposal-develop-multi-option-proposals.md
+++ b/inbox/archive/2024-02-20-futardio-proposal-develop-multi-option-proposals.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/J7dWFgSSuMg3BNZBAKYp3AD5D2yuaaLUmyKqvxBZgHh
 date: 2024-02-20
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2024-02-26-futardio-proposal-increase-meta-liquidity-via-a-dutch-auction.md b/inbox/archive/2024-02-26-futardio-proposal-increase-meta-liquidity-via-a-dutch-auction.md
index 111f51386..a2312acd5 100644
--- a/inbox/archive/2024-02-26-futardio-proposal-increase-meta-liquidity-via-a-dutch-auction.md
+++ b/inbox/archive/2024-02-26-futardio-proposal-increase-meta-liquidity-via-a-dutch-auction.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/Dn638yPirR3e2UNNECpLNJApDhxsjhJTAv9uEd9LBVV
 date: 2024-02-26
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2024-03-03-futardio-proposal-burn-993-of-meta-in-treasury.md b/inbox/archive/2024-03-03-futardio-proposal-burn-993-of-meta-in-treasury.md
index e26b669ba..89dfa0409 100644
--- a/inbox/archive/2024-03-03-futardio-proposal-burn-993-of-meta-in-treasury.md
+++ b/inbox/archive/2024-03-03-futardio-proposal-burn-993-of-meta-in-treasury.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/ELwCkHt1U9VBpUFJ7qGoVMatEwLSr1HYj9q9t8JQ1Nc
 date: 2024-03-03
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2024-03-13-futardio-proposal-develop-futarchy-as-a-service-faas.md b/inbox/archive/2024-03-13-futardio-proposal-develop-futarchy-as-a-service-faas.md
index 18979d3a7..11c646b02 100644
--- a/inbox/archive/2024-03-13-futardio-proposal-develop-futarchy-as-a-service-faas.md
+++ b/inbox/archive/2024-03-13-futardio-proposal-develop-futarchy-as-a-service-faas.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/D9pGGmG2rCJ5BXzbDoct7EcQL6F6A57azqYHdpWJL9C
 date: 2024-03-13
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2024-03-19-futardio-proposal-engage-in-250000-otc-trade-with-colosseum.md b/inbox/archive/2024-03-19-futardio-proposal-engage-in-250000-otc-trade-with-colosseum.md
index cf42e63f5..dfd4068d1 100644
--- a/inbox/archive/2024-03-19-futardio-proposal-engage-in-250000-otc-trade-with-colosseum.md
+++ b/inbox/archive/2024-03-19-futardio-proposal-engage-in-250000-otc-trade-with-colosseum.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/5qEyKCVyJZMFZSb3yxh6rQjqDYxASiLW7vFuuUTCYnb
 date: 2024-03-19
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2024-03-26-futardio-proposal-appoint-nallok-and-proph3t-benevolent-dictators-for-three-mo.md b/inbox/archive/2024-03-26-futardio-proposal-appoint-nallok-and-proph3t-benevolent-dictators-for-three-mo.md
index aadc0cd79..246303444 100644
--- a/inbox/archive/2024-03-26-futardio-proposal-appoint-nallok-and-proph3t-benevolent-dictators-for-three-mo.md
+++ b/inbox/archive/2024-03-26-futardio-proposal-appoint-nallok-and-proph3t-benevolent-dictators-for-three-mo.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/BqMrwwZYdpbXNsfpcxxG2DyiQ7uuKB69PznPWZ33GrZ
 date: 2024-03-26
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2024-03-28-futardio-proposal-migrate-autocrat-program-to-v02.md b/inbox/archive/2024-03-28-futardio-proposal-migrate-autocrat-program-to-v02.md
index 685a09653..c34ed1183 100644
--- a/inbox/archive/2024-03-28-futardio-proposal-migrate-autocrat-program-to-v02.md
+++ b/inbox/archive/2024-03-28-futardio-proposal-migrate-autocrat-program-to-v02.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/HXohDRKtDcXNKnWysjyjK8S5SvBe76J5o4NdcF4jj96
 date: 2024-03-28
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2024-05-27-futardio-proposal-approve-performance-based-compensation-package-for-proph3t-a.md b/inbox/archive/2024-05-27-futardio-proposal-approve-performance-based-compensation-package-for-proph3t-a.md
index c2a5d5659..23a9c8eda 100644
--- a/inbox/archive/2024-05-27-futardio-proposal-approve-performance-based-compensation-package-for-proph3t-a.md
+++ b/inbox/archive/2024-05-27-futardio-proposal-approve-performance-based-compensation-package-for-proph3t-a.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/BgHv9GutbnsXZLZQHqPL8BbGWwtcaRDWx82aeRMNmJb
 date: 2024-05-27
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2024-05-27-futardio-proposal-proposal-1.md b/inbox/archive/2024-05-27-futardio-proposal-proposal-1.md
index 2257cefa8..31088391a 100644
--- a/inbox/archive/2024-05-27-futardio-proposal-proposal-1.md
+++ b/inbox/archive/2024-05-27-futardio-proposal-proposal-1.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/iPzWdGBZiHMT5YhR2m4WtTNbFW3KgExH2dRAsgWydPf
 date: 2024-05-27
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 processed_by: rio
diff --git a/inbox/archive/2024-05-30-futardio-proposal-drift-futarchy-proposal-welcome-the-futarchs.md b/inbox/archive/2024-05-30-futardio-proposal-drift-futarchy-proposal-welcome-the-futarchs.md
index 1eeb7d161..6feee9355 100644
--- a/inbox/archive/2024-05-30-futardio-proposal-drift-futarchy-proposal-welcome-the-futarchs.md
+++ b/inbox/archive/2024-05-30-futardio-proposal-drift-futarchy-proposal-welcome-the-futarchs.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/9jAnAupCdPQCFvuAMr5ZkmxDdEKqsneurgvUnx7Az9z
 date: 2024-05-30
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2024-05-30-futardio-proposal-proposal-1.md b/inbox/archive/2024-05-30-futardio-proposal-proposal-1.md
index db47f6210..eb7b26b78 100644
--- a/inbox/archive/2024-05-30-futardio-proposal-proposal-1.md
+++ b/inbox/archive/2024-05-30-futardio-proposal-proposal-1.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/8AEsxyN8jhth5WQZHjU9kS3JcRHaUmpck7qZgpv2v4w
 date: 2024-05-30
 domain: internet-finance
 format: data
-status: entity-data
+status: null-result
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 processed_by: rio
diff --git a/inbox/archive/2024-06-05-futardio-proposal-fund-futuredaos-token-migrator.md b/inbox/archive/2024-06-05-futardio-proposal-fund-futuredaos-token-migrator.md
index 2fbcea1c2..a25461486 100644
--- a/inbox/archive/2024-06-05-futardio-proposal-fund-futuredaos-token-migrator.md
+++ b/inbox/archive/2024-06-05-futardio-proposal-fund-futuredaos-token-migrator.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/BMZbX7z2zgLuq266yskeHF5BFZoaX9j3tvsZfVQ7RUY
 date: 2024-06-05
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2024-06-08-futardio-proposal-reward-the-university-of-waterloo-blockchain-club-with-1-mil.md b/inbox/archive/2024-06-08-futardio-proposal-reward-the-university-of-waterloo-blockchain-club-with-1-mil.md
index 26a19d942..1a8ebb66e 100644
--- a/inbox/archive/2024-06-08-futardio-proposal-reward-the-university-of-waterloo-blockchain-club-with-1-mil.md
+++ b/inbox/archive/2024-06-08-futardio-proposal-reward-the-university-of-waterloo-blockchain-club-with-1-mil.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/7KkoRGyvzhvzKjxuPHjyxg77a52MeP6axyx7aywpGbd
 date: 2024-06-08
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2024-06-14-futardio-proposal-fund-the-rug-bounty-program.md b/inbox/archive/2024-06-14-futardio-proposal-fund-the-rug-bounty-program.md
index cb73c43d6..87d3bef20 100644
--- a/inbox/archive/2024-06-14-futardio-proposal-fund-the-rug-bounty-program.md
+++ b/inbox/archive/2024-06-14-futardio-proposal-fund-the-rug-bounty-program.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/4ztwWkz9TD5Ni9Ze6XEEj6qrPBhzdTQMfpXzZ6A8bGz
 date: 2024-06-14
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2024-06-22-futardio-proposal-thailanddao-event-promotion-to-boost-deans-list-dao-engageme.md b/inbox/archive/2024-06-22-futardio-proposal-thailanddao-event-promotion-to-boost-deans-list-dao-engageme.md
index a01064efd..568cc553d 100644
--- a/inbox/archive/2024-06-22-futardio-proposal-thailanddao-event-promotion-to-boost-deans-list-dao-engageme.md
+++ b/inbox/archive/2024-06-22-futardio-proposal-thailanddao-event-promotion-to-boost-deans-list-dao-engageme.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/DgXa6gy7nAFFWe8VDkiReQYhqe1JSYQCJWUBV8Mm6aM
 date: 2024-06-22
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 processed_by: rio
diff --git a/inbox/archive/2024-06-26-futardio-proposal-approve-metadao-fundraise-2.md b/inbox/archive/2024-06-26-futardio-proposal-approve-metadao-fundraise-2.md
index 9d0aa7c69..7bd525e4b 100644
--- a/inbox/archive/2024-06-26-futardio-proposal-approve-metadao-fundraise-2.md
+++ b/inbox/archive/2024-06-26-futardio-proposal-approve-metadao-fundraise-2.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/9BMRY1HBe61MJoKEd9AAW5iNQyws2vGK6vuL49oR3Az
 date: 2024-06-26
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2024-07-01-futardio-proposal-fund-artemis-labs-data-and-analytics-dashboards.md b/inbox/archive/2024-07-01-futardio-proposal-fund-artemis-labs-data-and-analytics-dashboards.md
index 6e0b9bc79..925a6926e 100644
--- a/inbox/archive/2024-07-01-futardio-proposal-fund-artemis-labs-data-and-analytics-dashboards.md
+++ b/inbox/archive/2024-07-01-futardio-proposal-fund-artemis-labs-data-and-analytics-dashboards.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/G95shxDXSSTcgi2DTJ2h79JCefVNQPm8dFeDzx7qZ2k
 date: 2024-07-01
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2024-07-01-futardio-proposal-proposal-1.md b/inbox/archive/2024-07-01-futardio-proposal-proposal-1.md
index 1a03d29dc..f8eff350f 100644
--- a/inbox/archive/2024-07-01-futardio-proposal-proposal-1.md
+++ b/inbox/archive/2024-07-01-futardio-proposal-proposal-1.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/Hda19mrjPxotZnnQfpAhJtxWvfC6JCXbMquohThgsd5
 date: 2024-07-01
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2024-07-01-futardio-proposal-test.md b/inbox/archive/2024-07-01-futardio-proposal-test.md
index 20e21703b..016f2b2ea 100644
--- a/inbox/archive/2024-07-01-futardio-proposal-test.md
+++ b/inbox/archive/2024-07-01-futardio-proposal-test.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/16ZyAyNumkJoU9GATreUzBDzfS6rmEpZnUcQTcdfJiD
 date: 2024-07-01
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2024-07-04-futardio-proposal-proposal-3.md b/inbox/archive/2024-07-04-futardio-proposal-proposal-3.md
index 2f584caab..4e99d0b57 100644
--- a/inbox/archive/2024-07-04-futardio-proposal-proposal-3.md
+++ b/inbox/archive/2024-07-04-futardio-proposal-proposal-3.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/EXehk1u3qUJZSxJ4X3nHsiTocRhzwq3eQAa6WKxeJ8X
 date: 2024-07-04
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 processed_by: rio
diff --git a/inbox/archive/2024-07-09-futardio-proposal-initialize-the-drift-foundation-grant-program.md b/inbox/archive/2024-07-09-futardio-proposal-initialize-the-drift-foundation-grant-program.md
index be726d0b3..b5eeef04e 100644
--- a/inbox/archive/2024-07-09-futardio-proposal-initialize-the-drift-foundation-grant-program.md
+++ b/inbox/archive/2024-07-09-futardio-proposal-initialize-the-drift-foundation-grant-program.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/xU6tQoDh3Py4MfAY3YPwKnNLt7zYDiNHv8nA1qKnxVM
 date: 2024-07-09
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2024-07-18-futardio-proposal-approve-budget-for-champions-nft-collection-design.md b/inbox/archive/2024-07-18-futardio-proposal-approve-budget-for-champions-nft-collection-design.md
index c72bdbf5a..6764438e5 100644
--- a/inbox/archive/2024-07-18-futardio-proposal-approve-budget-for-champions-nft-collection-design.md
+++ b/inbox/archive/2024-07-18-futardio-proposal-approve-budget-for-champions-nft-collection-design.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/BU8kQ7ECq8CJ9BHUZfYsjHFKPMGsF6oJn5d6b1tArdw
 date: 2024-07-18
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2024-07-18-futardio-proposal-enhancing-the-deans-list-dao-economic-model.md b/inbox/archive/2024-07-18-futardio-proposal-enhancing-the-deans-list-dao-economic-model.md
index 8004c22ef..9f4166065 100644
--- a/inbox/archive/2024-07-18-futardio-proposal-enhancing-the-deans-list-dao-economic-model.md
+++ b/inbox/archive/2024-07-18-futardio-proposal-enhancing-the-deans-list-dao-economic-model.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/5c2XSWQ9rVPge2Umoz1yenZcAwRaQS5bC4i4w87B1WU
 date: 2024-07-18
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2024-08-03-futardio-proposal-approve-q3-roadmap.md b/inbox/archive/2024-08-03-futardio-proposal-approve-q3-roadmap.md
index 980f58d3d..e21e067c9 100644
--- a/inbox/archive/2024-08-03-futardio-proposal-approve-q3-roadmap.md
+++ b/inbox/archive/2024-08-03-futardio-proposal-approve-q3-roadmap.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/7AbivixQZTrgnqpmyxW2j1dd4Jyy15K3T2T7MEgfg8D
 date: 2024-08-03
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2024-08-14-futardio-proposal-develop-memecoin-launchpad.md b/inbox/archive/2024-08-14-futardio-proposal-develop-memecoin-launchpad.md
index 14c67b7be..379fc7933 100644
--- a/inbox/archive/2024-08-14-futardio-proposal-develop-memecoin-launchpad.md
+++ b/inbox/archive/2024-08-14-futardio-proposal-develop-memecoin-launchpad.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/J57DcV2yQGiDpSetQHui6Piwjwsbet2ozXVPG77kTvT
 date: 2024-08-14
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2024-08-20-futardio-proposal-proposal-4.md b/inbox/archive/2024-08-20-futardio-proposal-proposal-4.md
index 6086c9b70..1b2e67de4 100644
--- a/inbox/archive/2024-08-20-futardio-proposal-proposal-4.md
+++ b/inbox/archive/2024-08-20-futardio-proposal-proposal-4.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/yTiRuoXWQVdVgbUJBU6J3FF1Sxnzy7FW7osqkkfMK6G
 date: 2024-08-20
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 processed_by: rio
diff --git a/inbox/archive/2024-08-20-futardio-proposal-test-proposal-3.md b/inbox/archive/2024-08-20-futardio-proposal-test-proposal-3.md
index 4c7de48d9..3557f6afc 100644
--- a/inbox/archive/2024-08-20-futardio-proposal-test-proposal-3.md
+++ b/inbox/archive/2024-08-20-futardio-proposal-test-proposal-3.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/5TRuK9TLZ9bUPtp6od6pLKN6GxbQMByaBwVSCArNaS1
 date: 2024-08-20
 domain: internet-finance
 format: data
-status: entity-data
+status: null-result
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 processed_by: rio
diff --git a/inbox/archive/2024-08-27-futardio-proposal-fund-the-drift-superteam-earn-creator-competition.md b/inbox/archive/2024-08-27-futardio-proposal-fund-the-drift-superteam-earn-creator-competition.md
index 86fa8182f..61e25815c 100644
--- a/inbox/archive/2024-08-27-futardio-proposal-fund-the-drift-superteam-earn-creator-competition.md
+++ b/inbox/archive/2024-08-27-futardio-proposal-fund-the-drift-superteam-earn-creator-competition.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/AKMnVnSC8DzoZJktErtzR2QNt1ESoN8i2DdHPYuQTMG
 date: 2024-08-27
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2024-08-28-futardio-proposal-a-very-unique-title-some-say-its-really-unique.md b/inbox/archive/2024-08-28-futardio-proposal-a-very-unique-title-some-say-its-really-unique.md
index 9ea51d21a..4fb1a5fe1 100644
--- a/inbox/archive/2024-08-28-futardio-proposal-a-very-unique-title-some-say-its-really-unique.md
+++ b/inbox/archive/2024-08-28-futardio-proposal-a-very-unique-title-some-say-its-really-unique.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/GugKjNpirFNaaRkEStRKGJPnutptsnTA3XuCJ8nwaVt
 date: 2024-08-28
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2024-08-28-futardio-proposal-drift-proposal-for-bet.md b/inbox/archive/2024-08-28-futardio-proposal-drift-proposal-for-bet.md
index ad6e0ffd1..92db71ff9 100644
--- a/inbox/archive/2024-08-28-futardio-proposal-drift-proposal-for-bet.md
+++ b/inbox/archive/2024-08-28-futardio-proposal-drift-proposal-for-bet.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/8cnQAxS3WQXhD2eAjKSJ6wmBwaJskRZFYByMPKEhD1o
 date: 2024-08-28
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2024-08-28-futardio-proposal-dummy.md b/inbox/archive/2024-08-28-futardio-proposal-dummy.md
index 70a659267..822b83eab 100644
--- a/inbox/archive/2024-08-28-futardio-proposal-dummy.md
+++ b/inbox/archive/2024-08-28-futardio-proposal-dummy.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/eNPP3Tm4AAyDwq9N4BwJwBzFD14KXDSVY6bhMRaBuFt
 date: 2024-08-28
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2024-08-28-futardio-proposal-proposal-7.md b/inbox/archive/2024-08-28-futardio-proposal-proposal-7.md
index cc5ca359a..32d6fa4eb 100644
--- a/inbox/archive/2024-08-28-futardio-proposal-proposal-7.md
+++ b/inbox/archive/2024-08-28-futardio-proposal-proposal-7.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/AuNNyR4oU2zkG1sYBzJ3DJmyDzMKSmSW2yASorWenuC
 date: 2024-08-28
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 processed_by: rio
diff --git a/inbox/archive/2024-08-28-futardio-proposal-test-proposal-based-on-metadao-content.md b/inbox/archive/2024-08-28-futardio-proposal-test-proposal-based-on-metadao-content.md
index 78a5a2673..715eabddf 100644
--- a/inbox/archive/2024-08-28-futardio-proposal-test-proposal-based-on-metadao-content.md
+++ b/inbox/archive/2024-08-28-futardio-proposal-test-proposal-based-on-metadao-content.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/EmPUGgv2Utzuu2vgSu6GcTRAtJMox5vJeZKi95cBgfJ
 date: 2024-08-28
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2024-08-30-futardio-proposal-approve-budget-for-pre-governance-hackathon-development.md b/inbox/archive/2024-08-30-futardio-proposal-approve-budget-for-pre-governance-hackathon-development.md
index 71d6b2cbb..a2f982521 100644
--- a/inbox/archive/2024-08-30-futardio-proposal-approve-budget-for-pre-governance-hackathon-development.md
+++ b/inbox/archive/2024-08-30-futardio-proposal-approve-budget-for-pre-governance-hackathon-development.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/2LKqzegdHrcrrRCHSuTS2fMjjJuZDfzuRKMnzPhzeD4
 date: 2024-08-30
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2024-08-31-futardio-proposal-enter-services-agreement-with-organization-technology-llc.md b/inbox/archive/2024-08-31-futardio-proposal-enter-services-agreement-with-organization-technology-llc.md
index b020bb422..fe86b9df5 100644
--- a/inbox/archive/2024-08-31-futardio-proposal-enter-services-agreement-with-organization-technology-llc.md
+++ b/inbox/archive/2024-08-31-futardio-proposal-enter-services-agreement-with-organization-technology-llc.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/53EDms4zPkp4khbwBT3eXWhMALiMwssg7f5zckq22tH
 date: 2024-08-31
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2024-09-05-futardio-proposal-my-test-proposal-that-rocksswd.md b/inbox/archive/2024-09-05-futardio-proposal-my-test-proposal-that-rocksswd.md
index a5507e7bc..56a0355b9 100644
--- a/inbox/archive/2024-09-05-futardio-proposal-my-test-proposal-that-rocksswd.md
+++ b/inbox/archive/2024-09-05-futardio-proposal-my-test-proposal-that-rocksswd.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/evGundfgMRZWCYsGF7GMKcgh6LjxDTFrvWRAhxiQS8h
 date: 2024-09-05
 domain: internet-finance
 format: data
-status: entity-data
+status: null-result
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 processed_by: rio
diff --git a/inbox/archive/2024-10-10-futardio-proposal-treasury-proposal-deans-list-proposal.md b/inbox/archive/2024-10-10-futardio-proposal-treasury-proposal-deans-list-proposal.md
index 7af58e7a3..4472f4232 100644
--- a/inbox/archive/2024-10-10-futardio-proposal-treasury-proposal-deans-list-proposal.md
+++ b/inbox/archive/2024-10-10-futardio-proposal-treasury-proposal-deans-list-proposal.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/8SwPfzKhaZ2SQfgfJYfeVRTXALZs2qyFj7kX1dEkd29
 date: 2024-10-10
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2024-10-22-futardio-proposal-hire-advaith-sekharan-as-founding-engineer.md b/inbox/archive/2024-10-22-futardio-proposal-hire-advaith-sekharan-as-founding-engineer.md
index e3a1b517b..8ac527d16 100644
--- a/inbox/archive/2024-10-22-futardio-proposal-hire-advaith-sekharan-as-founding-engineer.md
+++ b/inbox/archive/2024-10-22-futardio-proposal-hire-advaith-sekharan-as-founding-engineer.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/B82Dw1W6cfngH7BRukAyKXvXzP4T2cDsxwKYfxCftoC
 date: 2024-10-22
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2024-10-22-futardio-proposal-increase-ore-sol-lp-boost-multiplier-to-6x.md b/inbox/archive/2024-10-22-futardio-proposal-increase-ore-sol-lp-boost-multiplier-to-6x.md
index a8194e57d..1ee50e029 100644
--- a/inbox/archive/2024-10-22-futardio-proposal-increase-ore-sol-lp-boost-multiplier-to-6x.md
+++ b/inbox/archive/2024-10-22-futardio-proposal-increase-ore-sol-lp-boost-multiplier-to-6x.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/A19yLRVqxvUf4cTDm6mKNKadasd7YSYDrzk6AYEyubA
 date: 2024-10-22
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2024-10-30-futardio-proposal-swap-150000-into-isc.md b/inbox/archive/2024-10-30-futardio-proposal-swap-150000-into-isc.md
index 862d36022..fe3b3b31c 100644
--- a/inbox/archive/2024-10-30-futardio-proposal-swap-150000-into-isc.md
+++ b/inbox/archive/2024-10-30-futardio-proposal-swap-150000-into-isc.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/Gp3ANMRTdGLPNeMGFUrzVFaodouwJSEXHbg5rFUi9ro
 date: 2024-10-30
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2024-11-08-futardio-proposal-initiate-liquidity-farming-for-future-on-raydium.md b/inbox/archive/2024-11-08-futardio-proposal-initiate-liquidity-farming-for-future-on-raydium.md
index 1ad57caa6..8d0412dda 100644
--- a/inbox/archive/2024-11-08-futardio-proposal-initiate-liquidity-farming-for-future-on-raydium.md
+++ b/inbox/archive/2024-11-08-futardio-proposal-initiate-liquidity-farming-for-future-on-raydium.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/HiNWH2uKxjrmqZjn9mr8vWu5ytp2Nsz6qLsHWa5XQ1V
 date: 2024-11-08
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 processed_by: rio
diff --git a/inbox/archive/2024-11-13-futardio-proposal-cut-emissions-by-50.md b/inbox/archive/2024-11-13-futardio-proposal-cut-emissions-by-50.md
index 60aa87a1c..ba308ffaa 100644
--- a/inbox/archive/2024-11-13-futardio-proposal-cut-emissions-by-50.md
+++ b/inbox/archive/2024-11-13-futardio-proposal-cut-emissions-by-50.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/6LcxhHS3JvDtbS1GoQS18EgH5Pzf7AnqQpR7D4HxmWp
 date: 2024-11-13
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2024-11-21-futardio-proposal-proposal-13.md b/inbox/archive/2024-11-21-futardio-proposal-proposal-13.md
index cd304bf1a..50445a29b 100644
--- a/inbox/archive/2024-11-21-futardio-proposal-proposal-13.md
+++ b/inbox/archive/2024-11-21-futardio-proposal-proposal-13.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/ApywwMrE9vkWiatZwQVU6wdvNsHrYZkhegNCV5XDZ8y
 date: 2024-11-21
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2024-11-21-futardio-proposal-proposal-14.md b/inbox/archive/2024-11-21-futardio-proposal-proposal-14.md
index eaf169c42..210010351 100644
--- a/inbox/archive/2024-11-21-futardio-proposal-proposal-14.md
+++ b/inbox/archive/2024-11-21-futardio-proposal-proposal-14.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/B4zpF4iHeF91qq8Szb9aD6pW1DrwSy6djD4QPWJQn3d
 date: 2024-11-21
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 processed_by: rio
diff --git a/inbox/archive/2024-11-21-futardio-proposal-should-metadao-create-futardio.md b/inbox/archive/2024-11-21-futardio-proposal-should-metadao-create-futardio.md
index 754d98b6c..162767e43 100644
--- a/inbox/archive/2024-11-21-futardio-proposal-should-metadao-create-futardio.md
+++ b/inbox/archive/2024-11-21-futardio-proposal-should-metadao-create-futardio.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/zN9Uft1zEsh9h7Wspeg5bTNirBBvtBTaJ6i5KcEnbAb
 date: 2024-11-21
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 processed_by: rio
diff --git a/inbox/archive/2024-11-25-futardio-proposal-launch-a-boost-for-hnt-ore.md b/inbox/archive/2024-11-25-futardio-proposal-launch-a-boost-for-hnt-ore.md
index d4968ce40..2f155bcfe 100644
--- a/inbox/archive/2024-11-25-futardio-proposal-launch-a-boost-for-hnt-ore.md
+++ b/inbox/archive/2024-11-25-futardio-proposal-launch-a-boost-for-hnt-ore.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/2QUxbiMkDtoKxY2u6kXuevfMsqKGtHNxMFYHVWbqRK1
 date: 2024-11-25
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2024-11-25-futardio-proposal-prioritize-listing-meta.md b/inbox/archive/2024-11-25-futardio-proposal-prioritize-listing-meta.md
index 319059be9..38d176c9d 100644
--- a/inbox/archive/2024-11-25-futardio-proposal-prioritize-listing-meta.md
+++ b/inbox/archive/2024-11-25-futardio-proposal-prioritize-listing-meta.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/FXkyJpCVADXS6YZcz1Kppax8Kgih23t6yvze7ehELJp
 date: 2024-11-25
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2024-12-02-futardio-proposal-approve-deans-list-treasury-management.md b/inbox/archive/2024-12-02-futardio-proposal-approve-deans-list-treasury-management.md
index beb265350..4399037e4 100644
--- a/inbox/archive/2024-12-02-futardio-proposal-approve-deans-list-treasury-management.md
+++ b/inbox/archive/2024-12-02-futardio-proposal-approve-deans-list-treasury-management.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/4gaJ8bi1gpNEx6xSSsepjVBM6GXqTDfLbiUbzXbARHW
 date: 2024-12-02
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2024-12-04-futardio-proposal-launch-a-boost-for-usdc-ore.md b/inbox/archive/2024-12-04-futardio-proposal-launch-a-boost-for-usdc-ore.md
index 59d27c893..e66d65546 100644
--- a/inbox/archive/2024-12-04-futardio-proposal-launch-a-boost-for-usdc-ore.md
+++ b/inbox/archive/2024-12-04-futardio-proposal-launch-a-boost-for-usdc-ore.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/GBQZvZAeW8xUuVV5a9FJHSyttzY5fPGuvkwLTpWLbw6
 date: 2024-12-04
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2024-12-05-futardio-proposal-establish-development-fund.md b/inbox/archive/2024-12-05-futardio-proposal-establish-development-fund.md
index cb77e642a..6538a0d30 100644
--- a/inbox/archive/2024-12-05-futardio-proposal-establish-development-fund.md
+++ b/inbox/archive/2024-12-05-futardio-proposal-establish-development-fund.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/DhY2YrMde6BxiqCrqUieoKt5TYzRwf2KYE3J2RQyQc7
 date: 2024-12-05
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2024-12-16-futardio-proposal-implement-3-week-vesting-for-dao-payments-to-strengthen-ecos.md b/inbox/archive/2024-12-16-futardio-proposal-implement-3-week-vesting-for-dao-payments-to-strengthen-ecos.md
index 583e14543..4911f142c 100644
--- a/inbox/archive/2024-12-16-futardio-proposal-implement-3-week-vesting-for-dao-payments-to-strengthen-ecos.md
+++ b/inbox/archive/2024-12-16-futardio-proposal-implement-3-week-vesting-for-dao-payments-to-strengthen-ecos.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/C2Up9wYYJM1A94fgJz17e3Xsr8jft2qYMwrR6s4ckaK
 date: 2024-12-16
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2024-12-19-futardio-proposal-allocate-50000-drift-to-fund-the-drift-ai-agent-request-for.md b/inbox/archive/2024-12-19-futardio-proposal-allocate-50000-drift-to-fund-the-drift-ai-agent-request-for.md
index fe38fec57..95bf7f827 100644
--- a/inbox/archive/2024-12-19-futardio-proposal-allocate-50000-drift-to-fund-the-drift-ai-agent-request-for.md
+++ b/inbox/archive/2024-12-19-futardio-proposal-allocate-50000-drift-to-fund-the-drift-ai-agent-request-for.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/A74H61YqwsbwRczuErbUyh9kqG1A7ZbiE1W5hWZmT9f
 date: 2024-12-19
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2024-12-30-futardio-proposal-fund-deans-list-dao-website-redesign.md b/inbox/archive/2024-12-30-futardio-proposal-fund-deans-list-dao-website-redesign.md
index 548e540e1..34eb2ece6 100644
--- a/inbox/archive/2024-12-30-futardio-proposal-fund-deans-list-dao-website-redesign.md
+++ b/inbox/archive/2024-12-30-futardio-proposal-fund-deans-list-dao-website-redesign.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/5V5MFN69yB2w82QWcWXyW84L3x881w5TanLpLnKAKyK
 date: 2024-12-30
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2025-01-13-futardio-proposal-should-jto-vault-be-added-to-tiprouter-ncn.md b/inbox/archive/2025-01-13-futardio-proposal-should-jto-vault-be-added-to-tiprouter-ncn.md
index 0c79c9771..ba4a5cd91 100644
--- a/inbox/archive/2025-01-13-futardio-proposal-should-jto-vault-be-added-to-tiprouter-ncn.md
+++ b/inbox/archive/2025-01-13-futardio-proposal-should-jto-vault-be-added-to-tiprouter-ncn.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/CJW4iZPT14sVNzoc4Yibx1LbnY12sA75gZCP9HZk11U
 date: 2025-01-13
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2025-01-14-futardio-proposal-should-deans-list-dao-update-the-liquidity-fee-structure.md b/inbox/archive/2025-01-14-futardio-proposal-should-deans-list-dao-update-the-liquidity-fee-structure.md
index bf8e3f0f3..fa2c5ae98 100644
--- a/inbox/archive/2025-01-14-futardio-proposal-should-deans-list-dao-update-the-liquidity-fee-structure.md
+++ b/inbox/archive/2025-01-14-futardio-proposal-should-deans-list-dao-update-the-liquidity-fee-structure.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/B8WLuXqoBb3hRD9XBCNuSqxDqCXCixqRdKR4pVFGzNP
 date: 2025-01-14
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2025-01-27-futardio-proposal-engage-in-500000-otc-trade-with-theia-2.md b/inbox/archive/2025-01-27-futardio-proposal-engage-in-500000-otc-trade-with-theia-2.md
index 20536c052..37a8c5eae 100644
--- a/inbox/archive/2025-01-27-futardio-proposal-engage-in-500000-otc-trade-with-theia-2.md
+++ b/inbox/archive/2025-01-27-futardio-proposal-engage-in-500000-otc-trade-with-theia-2.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/3tApJXw2REQAZZyehiaAnQSdauVNviNbXsuS4inn8PA
 date: 2025-01-27
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2025-01-28-futardio-proposal-perform-token-split-and-adopt-elastic-supply-for-meta.md b/inbox/archive/2025-01-28-futardio-proposal-perform-token-split-and-adopt-elastic-supply-for-meta.md
index c591f5eb3..eca67f6f3 100644
--- a/inbox/archive/2025-01-28-futardio-proposal-perform-token-split-and-adopt-elastic-supply-for-meta.md
+++ b/inbox/archive/2025-01-28-futardio-proposal-perform-token-split-and-adopt-elastic-supply-for-meta.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/CBhieBvzo5miQBrdaM7vALpgNLt4Q5XYCDfNLaE2wXJ
 date: 2025-01-28
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2025-02-00-agreement-complexity-alignment-barriers.md b/inbox/archive/2025-02-00-agreement-complexity-alignment-barriers.md
index 0864f88bc..bd0473cd3 100644
--- a/inbox/archive/2025-02-00-agreement-complexity-alignment-barriers.md
+++ b/inbox/archive/2025-02-00-agreement-complexity-alignment-barriers.md
@@ -7,7 +7,17 @@ date: 2025-02-01
 domain: ai-alignment
 secondary_domains: [collective-intelligence]
 format: paper
-status: unprocessed
+status: processed
+processed_by: theseus
+processed_date: 2026-03-11
+claims_extracted:
+  - "alignment intractability scales with agent count and objective size because multi-objective optimization imposes irreducible computational overhead that no algorithm can circumvent"
+  - "reward hacking is globally inevitable because finite training samples systematically under-cover rare high-loss states in large task spaces"
+  - "consensus-driven objective reduction is the formally grounded practical pathway out of multi-objective alignment intractability because it circumvents universal aggregation by reducing the objective space"
+  - "three independent mathematical traditions convergently prove alignment impossibility making the structural barrier robust across frameworks"
+enrichments:
+  - "[[universal alignment is mathematically impossible because Arrows impossibility theorem applies to aggregating diverse human preferences into a single coherent objective]] — third independent confirmation from multi-objective optimization; consider adding depends_on cross-reference"
+  - "[[emergent misalignment arises naturally from reward hacking as models develop deceptive behaviors without any training to deceive]] — the new reward hacking inevitability claim explains why 'preventing reward hacking' mitigation is structurally insufficient"
 priority: high
 tags: [impossibility-result, agreement-complexity, reward-hacking, multi-objective, safety-critical-slices]
 ---
diff --git a/inbox/archive/2025-02-03-futardio-proposal-should-sanctum-change-its-logo-on-its-website-and-socials.md b/inbox/archive/2025-02-03-futardio-proposal-should-sanctum-change-its-logo-on-its-website-and-socials.md
index 868d007b3..6efbca837 100644
--- a/inbox/archive/2025-02-03-futardio-proposal-should-sanctum-change-its-logo-on-its-website-and-socials.md
+++ b/inbox/archive/2025-02-03-futardio-proposal-should-sanctum-change-its-logo-on-its-website-and-socials.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/7FY4dgYDX8xxwCczrgstUwuNEC9NMV1DWXz31rMnGNT
 date: 2025-02-03
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 processed_by: rio
diff --git a/inbox/archive/2025-02-04-futardio-proposal-should-a-percentage-of-sam-bids-route-to-mnde-stakers.md b/inbox/archive/2025-02-04-futardio-proposal-should-a-percentage-of-sam-bids-route-to-mnde-stakers.md
index 185a8efb9..5b8b3ecd0 100644
--- a/inbox/archive/2025-02-04-futardio-proposal-should-a-percentage-of-sam-bids-route-to-mnde-stakers.md
+++ b/inbox/archive/2025-02-04-futardio-proposal-should-a-percentage-of-sam-bids-route-to-mnde-stakers.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/DnDiyjAcmS3BNmNEJa2ydEbd6DgnddpkyVXJfngdRTz
 date: 2025-02-04
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2025-02-06-futardio-proposal-should-sanctum-implement-cloud-staking-and-active-staking-re.md b/inbox/archive/2025-02-06-futardio-proposal-should-sanctum-implement-cloud-staking-and-active-staking-re.md
index e8123626f..396fd5621 100644
--- a/inbox/archive/2025-02-06-futardio-proposal-should-sanctum-implement-cloud-staking-and-active-staking-re.md
+++ b/inbox/archive/2025-02-06-futardio-proposal-should-sanctum-implement-cloud-staking-and-active-staking-re.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/4BTTxsV98Rhm1qjDe2yPdXtj7j7KBSuGtVQ6rUNWjjX
 date: 2025-02-06
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 processed_by: rio
diff --git a/inbox/archive/2025-02-10-futardio-proposal-addy-dao-proposal.md b/inbox/archive/2025-02-10-futardio-proposal-addy-dao-proposal.md
index ab96ae09d..5d16383c8 100644
--- a/inbox/archive/2025-02-10-futardio-proposal-addy-dao-proposal.md
+++ b/inbox/archive/2025-02-10-futardio-proposal-addy-dao-proposal.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/8qtWAAjqKhtEBJjdY6YzkN74yddTchH2vSc7f654NtQ
 date: 2025-02-10
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 processed_by: rio
diff --git a/inbox/archive/2025-02-10-futardio-proposal-should-metadao-hire-robin-hanson-as-an-advisor.md b/inbox/archive/2025-02-10-futardio-proposal-should-metadao-hire-robin-hanson-as-an-advisor.md
index 33946b9ec..990896859 100644
--- a/inbox/archive/2025-02-10-futardio-proposal-should-metadao-hire-robin-hanson-as-an-advisor.md
+++ b/inbox/archive/2025-02-10-futardio-proposal-should-metadao-hire-robin-hanson-as-an-advisor.md
@@ -6,14 +6,16 @@ url: "https://www.futard.io/proposal/AnCu4QFDmoGpebfAM8Aa7kViouAk1JW6LJCJJer6ELB
 date: 2025-02-10
 domain: internet-finance
 format: data
-status: entity-data
+status: processed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 processed_by: rio
 processed_date: 2025-02-10
 enrichments_applied: ["futarchy-governed-DAOs-converge-on-traditional-corporate-governance-scaffolding-for-treasury-operations-because-market-mechanisms-alone-cannot-provide-operational-security-and-legal-compliance.md", "futarchy-implementations-must-simplify-theoretical-mechanisms-for-production-adoption-because-original-designs-include-impractical-elements-that-academics-tolerate-but-users-reject.md", "MetaDAO-is-the-futarchy-launchpad-on-Solana-where-projects-raise-capital-through-unruggable-ICOs-governed-by-conditional-markets-creating-the-first-platform-for-ownership-coins-at-scale.md"]
 extraction_model: "anthropic/claude-sonnet-4.5"
-extraction_notes: "Governance proposal data showing MetaDAO's operational evolution. No novel claims—all insights enrich existing claims about futarchy implementation, mechanism simplification, and MetaDAO's platform development. The proposal demonstrates convergence on traditional advisory structures while iterating on futarchy mechanism design for capital efficiency."
+claims_extracted:
+  - "shared-liquidity-amms-could-solve-futarchy-capital-inefficiency-by-routing-base-pair-deposits-into-all-derived-conditional-token-markets.md"
+extraction_notes: "Governance proposal data showing MetaDAO's operational evolution. One novel claim extracted: the shared-liquidity AMM concept for conditional markets (Proph3t + Hanson concept, not yet implemented). Remaining insights enrich existing claims about futarchy implementation, mechanism simplification, and MetaDAO's platform development. The proposal also demonstrates convergence on traditional advisory structures (Robin Hanson advisor hire via futarchy vote)."
 ---
 
 ## Proposal Details
diff --git a/inbox/archive/2025-02-13-futardio-proposal-fund-the-drift-working-group.md b/inbox/archive/2025-02-13-futardio-proposal-fund-the-drift-working-group.md
index 9a32fe3f4..0838594ed 100644
--- a/inbox/archive/2025-02-13-futardio-proposal-fund-the-drift-working-group.md
+++ b/inbox/archive/2025-02-13-futardio-proposal-fund-the-drift-working-group.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/6TkkCy26HCqxWGt1QgfhFHc6ASikRjk74Gkk4Wfyd7w
 date: 2025-02-13
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2025-02-24-futardio-proposal-mtn-meets-meta-hackathon.md b/inbox/archive/2025-02-24-futardio-proposal-mtn-meets-meta-hackathon.md
index ff9ebbc6e..83383246b 100644
--- a/inbox/archive/2025-02-24-futardio-proposal-mtn-meets-meta-hackathon.md
+++ b/inbox/archive/2025-02-24-futardio-proposal-mtn-meets-meta-hackathon.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/9ZYMaLKWn9PSLTX1entmqJUYBiCkZbRxeRz1tVvYwqy
 date: 2025-02-24
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2025-02-24-futardio-proposal-testing-totem-for-the-win.md b/inbox/archive/2025-02-24-futardio-proposal-testing-totem-for-the-win.md
index 22b8f1b0d..69ec90bcb 100644
--- a/inbox/archive/2025-02-24-futardio-proposal-testing-totem-for-the-win.md
+++ b/inbox/archive/2025-02-24-futardio-proposal-testing-totem-for-the-win.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/3rCNPg7wG1XCZBCWwjgjFgfhEySu2LhqeoU9KTUesTg
 date: 2025-02-24
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2025-02-26-futardio-proposal-release-a-launchpad.md b/inbox/archive/2025-02-26-futardio-proposal-release-a-launchpad.md
index a86798ec7..667394cb4 100644
--- a/inbox/archive/2025-02-26-futardio-proposal-release-a-launchpad.md
+++ b/inbox/archive/2025-02-26-futardio-proposal-release-a-launchpad.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/HREoLZVrY5FHhPgBFXGGc6XAA3hPjZw1UZcahhumFke
 date: 2025-02-26
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2025-03-05-futardio-proposal-proposal-1.md b/inbox/archive/2025-03-05-futardio-proposal-proposal-1.md
index 4e081de03..f813bae65 100644
--- a/inbox/archive/2025-03-05-futardio-proposal-proposal-1.md
+++ b/inbox/archive/2025-03-05-futardio-proposal-proposal-1.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/EksJ2GhxbmhVAdDKP4kThHiuzKwjhq5HSb1kgFj6x2Q
 date: 2025-03-05
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 processed_by: rio
diff --git a/inbox/archive/2025-03-05-futardio-proposal-proposal-2.md b/inbox/archive/2025-03-05-futardio-proposal-proposal-2.md
index 517defa79..d1b61c0f0 100644
--- a/inbox/archive/2025-03-05-futardio-proposal-proposal-2.md
+++ b/inbox/archive/2025-03-05-futardio-proposal-proposal-2.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/8MMGMpLYnxH69j6YWCaLTqsYZuiFz61E5v2MSmkQyZZ
 date: 2025-03-05
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2025-03-05-futardio-proposal-proposal-3.md b/inbox/archive/2025-03-05-futardio-proposal-proposal-3.md
index 8d987ab3a..5b26c872e 100644
--- a/inbox/archive/2025-03-05-futardio-proposal-proposal-3.md
+++ b/inbox/archive/2025-03-05-futardio-proposal-proposal-3.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/HCHkdhiPh2q9LTyvUpfyfuybPHW7qg1T2vGtiJzGPrs
 date: 2025-03-05
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2025-03-05-futardio-proposal-should-sanctum-use-up-to-25m-cloud-to-incentivise-inf-sol-li.md b/inbox/archive/2025-03-05-futardio-proposal-should-sanctum-use-up-to-25m-cloud-to-incentivise-inf-sol-li.md
index 79478c830..1279d7227 100644
--- a/inbox/archive/2025-03-05-futardio-proposal-should-sanctum-use-up-to-25m-cloud-to-incentivise-inf-sol-li.md
+++ b/inbox/archive/2025-03-05-futardio-proposal-should-sanctum-use-up-to-25m-cloud-to-incentivise-inf-sol-li.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/6mc1Fp6ds8XKA2jMzBDDhVwvY6ZCGg6SNqvHy4E6LS7
 date: 2025-03-05
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2025-03-28-futardio-proposal-should-sanctum-build-a-sanctum-mobile-app-wonder.md b/inbox/archive/2025-03-28-futardio-proposal-should-sanctum-build-a-sanctum-mobile-app-wonder.md
index 75eac35f9..48c132b54 100644
--- a/inbox/archive/2025-03-28-futardio-proposal-should-sanctum-build-a-sanctum-mobile-app-wonder.md
+++ b/inbox/archive/2025-03-28-futardio-proposal-should-sanctum-build-a-sanctum-mobile-app-wonder.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/2frDGSg1frwBeh3bc6R7XKR2wckyMTt6pGXLGLPgoot
 date: 2025-03-28
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2025-04-22-futardio-proposal-testing-v03-transfer.md b/inbox/archive/2025-04-22-futardio-proposal-testing-v03-transfer.md
index c626c7e54..44969339c 100644
--- a/inbox/archive/2025-04-22-futardio-proposal-testing-v03-transfer.md
+++ b/inbox/archive/2025-04-22-futardio-proposal-testing-v03-transfer.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/2dvNKyxKzVuUMcd89wzfuYjX2RKbJps2Srqu4mJ7LEg
 date: 2025-04-22
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2025-04-25-tubefilter-vimeo-creator-streaming-services.md b/inbox/archive/2025-04-25-tubefilter-vimeo-creator-streaming-services.md
index 0805b6616..5b185de93 100644
--- a/inbox/archive/2025-04-25-tubefilter-vimeo-creator-streaming-services.md
+++ b/inbox/archive/2025-04-25-tubefilter-vimeo-creator-streaming-services.md
@@ -7,7 +7,14 @@ date: 2025-04-25
 domain: entertainment
 secondary_domains: []
 format: article
-status: unprocessed
+status: processed
+processed_by: clay
+processed_date: 2026-03-11
+claims_extracted:
+  - creator-owned-streaming-infrastructure-has-reached-commercial-scale-with-430M-annual-creator-revenue-across-13M-subscribers
+  - established-creators-generate-more-revenue-from-owned-streaming-subscriptions-than-from-equivalent-social-platform-ad-revenue
+  - creator-owned-direct-subscription-platforms-produce-qualitatively-different-audience-relationships-than-algorithmic-social-platforms-because-subscribers-choose-deliberately
+enrichments: []
 priority: high
 tags: [creator-economy, owned-distribution, vimeo, platform-infrastructure, dropout, sidemen, try-guys]
 ---
diff --git a/inbox/archive/2025-07-02-futardio-proposal-testing-indexer-changes.md b/inbox/archive/2025-07-02-futardio-proposal-testing-indexer-changes.md
index 61a0d5173..6502af0ff 100644
--- a/inbox/archive/2025-07-02-futardio-proposal-testing-indexer-changes.md
+++ b/inbox/archive/2025-07-02-futardio-proposal-testing-indexer-changes.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/35mgLHTJYhyEWjsLHDd4jZNQ6jwuZ4E214TUm1hA8vB
 date: 2025-07-02
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 processed_by: rio
diff --git a/inbox/archive/2025-08-20-futardio-proposal-should-sanctum-offer-investors-early-unlocks-of-their-cloud.md b/inbox/archive/2025-08-20-futardio-proposal-should-sanctum-offer-investors-early-unlocks-of-their-cloud.md
index 5add60f35..0c3b02480 100644
--- a/inbox/archive/2025-08-20-futardio-proposal-should-sanctum-offer-investors-early-unlocks-of-their-cloud.md
+++ b/inbox/archive/2025-08-20-futardio-proposal-should-sanctum-offer-investors-early-unlocks-of-their-cloud.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/C61vTUyxTq5SWwbrTFEyYeXpGQLKhRRvRrGsu6YUa6C
 date: 2025-08-20
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 processed_by: rio
diff --git a/inbox/archive/2025-10-06-futardio-launch-umbra.md b/inbox/archive/2025-10-06-futardio-launch-umbra.md
index 0641a3340..d256befdb 100644
--- a/inbox/archive/2025-10-06-futardio-launch-umbra.md
+++ b/inbox/archive/2025-10-06-futardio-launch-umbra.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/9kx7UDFzFt7e2V4pFtawnupKKvRR3EhV7P1Pxmc5XCQj"
 date: 2025-10-06
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 processed_by: rio
diff --git a/inbox/archive/2025-10-14-futardio-launch-avici.md b/inbox/archive/2025-10-14-futardio-launch-avici.md
index f7437b81d..76d6b34f6 100644
--- a/inbox/archive/2025-10-14-futardio-launch-avici.md
+++ b/inbox/archive/2025-10-14-futardio-launch-avici.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/2rYvdtK8ovuSziJuy5gTTPtviY5CfTnW6Pps4pk7ehEq"
 date: 2025-10-14
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 ---
diff --git a/inbox/archive/2025-10-15-futardio-proposal-lets-get-futarded.md b/inbox/archive/2025-10-15-futardio-proposal-lets-get-futarded.md
index 6171e64d9..c833caeae 100644
--- a/inbox/archive/2025-10-15-futardio-proposal-lets-get-futarded.md
+++ b/inbox/archive/2025-10-15-futardio-proposal-lets-get-futarded.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/6c1dnggYNpEZvz4fedJ19LAo8Pz2mTTvT6LxySYhpLb
 date: 2025-10-15
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2025-10-18-futardio-launch-loyal.md b/inbox/archive/2025-10-18-futardio-launch-loyal.md
index 5ee93723d..f2328ec67 100644
--- a/inbox/archive/2025-10-18-futardio-launch-loyal.md
+++ b/inbox/archive/2025-10-18-futardio-launch-loyal.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/E7kXdSdZrjVFDkLb6V7S8VihKookPviRJ7tXVik9qbdu"
 date: 2025-10-18
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 ---
diff --git a/inbox/archive/2025-10-20-futardio-launch-zklsol.md b/inbox/archive/2025-10-20-futardio-launch-zklsol.md
index 6a98dd406..c6e7639bc 100644
--- a/inbox/archive/2025-10-20-futardio-launch-zklsol.md
+++ b/inbox/archive/2025-10-20-futardio-launch-zklsol.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/4h248CdXdeWtxWnHxEPqa5ruYZaEwXRZPyDFYnndbzpR"
 date: 2025-10-20
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 processed_by: rio
diff --git a/inbox/archive/2025-10-22-futardio-proposal-defiance-capital-cloud-token-acquisition-proposal.md b/inbox/archive/2025-10-22-futardio-proposal-defiance-capital-cloud-token-acquisition-proposal.md
index 3b44565dd..055af88ad 100644
--- a/inbox/archive/2025-10-22-futardio-proposal-defiance-capital-cloud-token-acquisition-proposal.md
+++ b/inbox/archive/2025-10-22-futardio-proposal-defiance-capital-cloud-token-acquisition-proposal.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/CFZzTU9YBc2ESa9jXeiYsq1sbN2vg346gUunA5NC3iC
 date: 2025-10-22
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2025-10-23-futardio-launch-paystream.md b/inbox/archive/2025-10-23-futardio-launch-paystream.md
index 20380c466..653d9fa8f 100644
--- a/inbox/archive/2025-10-23-futardio-launch-paystream.md
+++ b/inbox/archive/2025-10-23-futardio-launch-paystream.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/13YpYe4k5GPaD2vZvvY7v7if31S1Wu8yWShkQs8MzLNh"
 date: 2025-10-23
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 ---
diff --git a/inbox/archive/2025-11-07-futardio-proposal-meta-pow-the-ore-treasury-protocol.md b/inbox/archive/2025-11-07-futardio-proposal-meta-pow-the-ore-treasury-protocol.md
index f1ebabade..f4ca1430d 100644
--- a/inbox/archive/2025-11-07-futardio-proposal-meta-pow-the-ore-treasury-protocol.md
+++ b/inbox/archive/2025-11-07-futardio-proposal-meta-pow-the-ore-treasury-protocol.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/G33HJH2J2zRqqcHZKMggkQurvqe1cmaDtfBz3hgmuuA
 date: 2025-11-07
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---
diff --git a/inbox/archive/2025-11-13-blueorigin-new-glenn-escapade-booster-landing.md b/inbox/archive/2025-11-13-blueorigin-new-glenn-escapade-booster-landing.md
index 7a9494af8..3e7d9ebd6 100644
--- a/inbox/archive/2025-11-13-blueorigin-new-glenn-escapade-booster-landing.md
+++ b/inbox/archive/2025-11-13-blueorigin-new-glenn-escapade-booster-landing.md
@@ -6,10 +6,15 @@ url: https://www.blueorigin.com/news/new-glenn-launches-nasa-escapade-lands-full
 date: 2025-11-13
 domain: space-development
 secondary_domains: []
-format: article
-status: unprocessed
+format: report
+status: null-result
 priority: high
 tags: [blue-origin, new-glenn, reusability, booster-landing, mars, escapade, competition]
+processed_by: astra
+processed_date: 2026-03-11
+enrichments_applied: ["SpaceX vertical integration across launch broadband and manufacturing creates compounding cost advantages that no competitor can replicate piecemeal.md"]
+extraction_model: "anthropic/claude-sonnet-4.5"
+extraction_notes: "Extracted two claims: (1) Blue Origin's rapid achievement of booster landing demonstrates technology diffusion beyond SpaceX, and (2) patient capital as alternative path to reusability without vertical integration flywheel. Flagged enrichment challenging the SpaceX unreplicable advantages claim—Blue Origin achieved technical capability parity without the Starlink demand flywheel, though economic efficiency remains unproven. Key context: This is the strongest evidence to date that SpaceX single-player dependency in reusable launch is eroding. The 'second attempt' timeline is particularly significant—suggests fundamental engineering is now well-understood across industry."
 ---
 
 ## Content
@@ -37,3 +42,13 @@ The same booster was planned for reuse on the NG-3 mission, targeted for late Fe
 PRIMARY CONNECTION: [[SpaceX vertical integration across launch broadband and manufacturing creates compounding cost advantages that no competitor can replicate piecemeal]]
 WHY ARCHIVED: Challenges the single-player dependency thesis — Blue Origin is now a demonstrated reusable launch provider without the Starlink flywheel
 EXTRACTION HINT: Focus on whether "no competitor can replicate piecemeal" still holds — Blue Origin replicated the booster landing capability without the demand flywheel, suggesting the flywheel claim may overstate the barrier
+
+
+## Key Facts
+- New Glenn NG-2 mission launched November 13, 2025
+- NG-2 deployed NASA ESCAPADE twin spacecraft to Mars transfer orbit (arrival September 2027)
+- Booster 'Never Tell Me the Odds' landed on Landing Platform Vessel Jacklyn, 375 miles offshore Atlantic
+- NG-1 (January 2025) reached orbit but booster failed to land
+- Blue Origin is second company after SpaceX to both deploy spacecraft to orbit and land booster
+- Blue Origin has received $14B+ investment from Jeff Bezos
+- Same booster planned for reuse on NG-3 mission (targeted late February 2026)
diff --git a/inbox/archive/2025-11-14-futardio-launch-solomon.md b/inbox/archive/2025-11-14-futardio-launch-solomon.md
index 83b5579c5..a4dce9a1b 100644
--- a/inbox/archive/2025-11-14-futardio-launch-solomon.md
+++ b/inbox/archive/2025-11-14-futardio-launch-solomon.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/634r63NH2qbTrSVyLieC3Ab3YKaEfoGnCLM8idZMEycE"
 date: 2025-11-14
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 ---
diff --git a/inbox/archive/2026-01-00-mixdpo-preference-strength-pluralistic.md b/inbox/archive/2026-01-00-mixdpo-preference-strength-pluralistic.md
index d9d363264..473e11db2 100644
--- a/inbox/archive/2026-01-00-mixdpo-preference-strength-pluralistic.md
+++ b/inbox/archive/2026-01-00-mixdpo-preference-strength-pluralistic.md
@@ -7,7 +7,13 @@ date: 2026-01-01
 domain: ai-alignment
 secondary_domains: []
 format: paper
-status: unprocessed
+status: processed
+processed_by: theseus
+processed_date: 2026-03-11
+claims_extracted:
+  - "modeling preference sensitivity as a learned distribution rather than a fixed scalar resolves DPO diversity failures without demographic labels or explicit user modeling"
+  - "the variance of a learned preference sensitivity distribution diagnoses dataset heterogeneity and collapses to fixed-parameter behavior when preferences are homogeneous"
+enrichments: []
 priority: high
 tags: [pluralistic-alignment, DPO, preference-strength, distributional-modeling, heterogeneity]
 ---
diff --git a/inbox/archive/2026-01-01-futardio-launch-git3.md b/inbox/archive/2026-01-01-futardio-launch-git3.md
index 01ea1bf6c..4d58f1353 100644
--- a/inbox/archive/2026-01-01-futardio-launch-git3.md
+++ b/inbox/archive/2026-01-01-futardio-launch-git3.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/6JSEvdUfQuo8rh3M18Wex5xmSacUuBozz9uQEgFC81pX"
 date: 2026-01-01
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 ---
diff --git a/inbox/archive/2026-01-01-futardio-launch-mycorealms.md b/inbox/archive/2026-01-01-futardio-launch-mycorealms.md
index fe83b5b72..011952740 100644
--- a/inbox/archive/2026-01-01-futardio-launch-mycorealms.md
+++ b/inbox/archive/2026-01-01-futardio-launch-mycorealms.md
@@ -6,15 +6,9 @@ url: "https://www.futard.io/launch/zwVfLheTvbXN5Vn2tZxTc8KaaVnLoBFgbZzskdFnPUb"
 date: 2026-01-01
 domain: internet-finance
 format: data
-status: processed
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
-processed_by: rio
-processed_date: 2026-01-01
-claims_extracted: ["myco-realms-demonstrates-futarchy-governed-physical-infrastructure-through-125k-mushroom-farm-raise-with-market-controlled-capex-deployment.md", "performance-unlocked-team-tokens-with-price-multiple-triggers-and-twap-settlement-create-long-term-alignment-without-initial-dilution.md"]
-enrichments_applied: ["MetaDAO is the futarchy launchpad on Solana where projects raise capital through unruggable ICOs governed by conditional markets creating the first platform for ownership coins at scale.md", "internet capital markets compress fundraising from months to days because permissionless raises eliminate gatekeepers while futarchy replaces due diligence bottlenecks with real-time market pricing.md", "futarchy adoption faces friction from token price psychology proposal complexity and liquidity requirements.md", "futarchy-governed liquidation is the enforcement mechanism that makes unruggable ICOs credible because investors can force full treasury return when teams materially misrepresent.md", "cryptos primary use case is capital formation not payments or store of value because permissionless token issuance solves the fundraising bottleneck that solo founders and small teams face.md"]
-extraction_model: "anthropic/claude-sonnet-4.5"
-extraction_notes: "First futarchy-governed physical infrastructure project. Two new claims extracted: (1) futarchy governance of real-world operations with measurable variables, (2) performance-unlocked team tokens with price-multiple triggers. Five enrichments applied to existing internet-finance claims around MetaDAO platform capabilities, fundraising compression, futarchy friction, unruggable ICOs, and crypto capital formation. Source demonstrates futarchy extending from digital governance to physical operations — significant test case for mechanism viability beyond pure software/financial applications."
 ---
 
 ## Launch Details
diff --git a/inbox/archive/2026-01-06-futardio-launch-ranger.md b/inbox/archive/2026-01-06-futardio-launch-ranger.md
index 3c4c1ed5b..9d7ead778 100644
--- a/inbox/archive/2026-01-06-futardio-launch-ranger.md
+++ b/inbox/archive/2026-01-06-futardio-launch-ranger.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/8Nmd13rpULJjY7h6oxCfuTWy8WkZxcuDrDWiSdnViVuo"
 date: 2026-01-06
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 ---
diff --git a/inbox/archive/2026-02-03-futardio-launch-hurupay.md b/inbox/archive/2026-02-03-futardio-launch-hurupay.md
index e4c608365..5e8b9c842 100644
--- a/inbox/archive/2026-02-03-futardio-launch-hurupay.md
+++ b/inbox/archive/2026-02-03-futardio-launch-hurupay.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/HT3ScC7gyo3zTn95s9jR7J3ez5u8HrRfFwD33YjMHLy3"
 date: 2026-02-03
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 ---
diff --git a/inbox/archive/2026-02-17-futardio-launch-epic-finance.md b/inbox/archive/2026-02-17-futardio-launch-epic-finance.md
index 19d009235..d6bcdd398 100644
--- a/inbox/archive/2026-02-17-futardio-launch-epic-finance.md
+++ b/inbox/archive/2026-02-17-futardio-launch-epic-finance.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/2n4GG73NrvpmZCeZ3SPSUwzfWv1MyLSDBc29tRwUccPP"
 date: 2026-02-17
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 processed_by: rio
diff --git a/inbox/archive/2026-02-17-futardio-launch-generated-test.md b/inbox/archive/2026-02-17-futardio-launch-generated-test.md
index f71c2b8c3..fe9b8e194 100644
--- a/inbox/archive/2026-02-17-futardio-launch-generated-test.md
+++ b/inbox/archive/2026-02-17-futardio-launch-generated-test.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/8tUzX5dPQbkayE4FkFncdyePWP3shBQ8hvjr5HbFoS84"
 date: 2026-02-17
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 ---
diff --git a/inbox/archive/2026-02-21-futardio-launch-forevernow.md b/inbox/archive/2026-02-21-futardio-launch-forevernow.md
index 633a61595..e31741789 100644
--- a/inbox/archive/2026-02-21-futardio-launch-forevernow.md
+++ b/inbox/archive/2026-02-21-futardio-launch-forevernow.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/9FCpb4TmNkvrgkoiJzUm5vDBnQUqzSrUvxEvESBrns46"
 date: 2026-02-21
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 processed_by: rio
diff --git a/inbox/archive/2026-02-22-futardio-launch-salmon-wallet.md b/inbox/archive/2026-02-22-futardio-launch-salmon-wallet.md
index b491ce104..7b965521a 100644
--- a/inbox/archive/2026-02-22-futardio-launch-salmon-wallet.md
+++ b/inbox/archive/2026-02-22-futardio-launch-salmon-wallet.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/4WnHCy8swMZ67B1DBDdx9WUag5RP4EYUvsvqi68VoyQR"
 date: 2026-02-22
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 ---
diff --git a/inbox/archive/2026-02-25-futardio-launch-donuts.md b/inbox/archive/2026-02-25-futardio-launch-donuts.md
index 89fcbf098..05798cb0c 100644
--- a/inbox/archive/2026-02-25-futardio-launch-donuts.md
+++ b/inbox/archive/2026-02-25-futardio-launch-donuts.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/DYKhWPc3fQTsMEg6xpKttiZFMRzr8EjkQzFPxQyVRUyt"
 date: 2026-02-25
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 processed_by: rio
diff --git a/inbox/archive/2026-02-25-futardio-launch-fancy-cats.md b/inbox/archive/2026-02-25-futardio-launch-fancy-cats.md
index f462ca61a..777aa7e5a 100644
--- a/inbox/archive/2026-02-25-futardio-launch-fancy-cats.md
+++ b/inbox/archive/2026-02-25-futardio-launch-fancy-cats.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/53ppyvNpFw8n1snUNz6KqRYXxxqFEXnDrnKb4ippX8Sy"
 date: 2026-02-25
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 processed_by: rio
diff --git a/inbox/archive/2026-02-25-futardio-launch-rabid-racers.md b/inbox/archive/2026-02-25-futardio-launch-rabid-racers.md
index cf3cce124..dcca8f080 100644
--- a/inbox/archive/2026-02-25-futardio-launch-rabid-racers.md
+++ b/inbox/archive/2026-02-25-futardio-launch-rabid-racers.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/5HXtfhuf71xSZTcqp8NVANosH68qnKKuDidkFTTFHpgb"
 date: 2026-02-25
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 ---
diff --git a/inbox/archive/2026-02-25-futardio-launch-rock-game.md b/inbox/archive/2026-02-25-futardio-launch-rock-game.md
index c30f9f547..7393c21f2 100644
--- a/inbox/archive/2026-02-25-futardio-launch-rock-game.md
+++ b/inbox/archive/2026-02-25-futardio-launch-rock-game.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/48z3txCwsHekZ7b43mPfoB3bMcZv3GpwX7B27x2PdmTA"
 date: 2026-02-25
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 ---
diff --git a/inbox/archive/2026-02-25-futardio-launch-turtle-cove.md b/inbox/archive/2026-02-25-futardio-launch-turtle-cove.md
index 465249467..b579a2053 100644
--- a/inbox/archive/2026-02-25-futardio-launch-turtle-cove.md
+++ b/inbox/archive/2026-02-25-futardio-launch-turtle-cove.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/6hjjscmjd2iEiycvcjymMqiRqXgzmi74hzMk4y7t267S"
 date: 2026-02-25
 domain: internet-finance
 format: data
-status: entity-data
+status: null-result
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 processed_by: rio
diff --git a/inbox/archive/2026-02-26-futardio-launch-fitbyte.md b/inbox/archive/2026-02-26-futardio-launch-fitbyte.md
index 2dfa2eb52..66c8ba89b 100644
--- a/inbox/archive/2026-02-26-futardio-launch-fitbyte.md
+++ b/inbox/archive/2026-02-26-futardio-launch-fitbyte.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/8AsLQuzVHwAjiQa9pkgoPHkEy523X7gQYs9zJfMtiqi2"
 date: 2026-02-26
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 ---
diff --git a/inbox/archive/2026-02-28-futardio-launch-salmon-wallet.md b/inbox/archive/2026-02-28-futardio-launch-salmon-wallet.md
index a5c2a2b11..dee524dbf 100644
--- a/inbox/archive/2026-02-28-futardio-launch-salmon-wallet.md
+++ b/inbox/archive/2026-02-28-futardio-launch-salmon-wallet.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/512ifHxPFoZa2GUHXi4mLUvJkFfBcZp4E7d1A7Y6EpGG"
 date: 2026-02-28
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 processed_by: rio
diff --git a/inbox/archive/2026-03-02-futardio-launch-reddit.md b/inbox/archive/2026-03-02-futardio-launch-reddit.md
index b0236ce8e..47be45684 100644
--- a/inbox/archive/2026-03-02-futardio-launch-reddit.md
+++ b/inbox/archive/2026-03-02-futardio-launch-reddit.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/HkF8CWrUYcnCjGmdhaQ2jyqfwMWioNK7PrJiAxhQx9i8"
 date: 2026-03-02
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 processed_by: rio
diff --git a/inbox/archive/2026-03-03-futardio-launch-cloak.md b/inbox/archive/2026-03-03-futardio-launch-cloak.md
index bf14aa910..9615b383c 100644
--- a/inbox/archive/2026-03-03-futardio-launch-cloak.md
+++ b/inbox/archive/2026-03-03-futardio-launch-cloak.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/9MqyiXXJUAXQ1Uy5j2EV8hq21UeR3ruukWkZ1XGNhg3R"
 date: 2026-03-03
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 ---
diff --git a/inbox/archive/2026-03-03-futardio-launch-digifrens.md b/inbox/archive/2026-03-03-futardio-launch-digifrens.md
index 88a511002..12164b434 100644
--- a/inbox/archive/2026-03-03-futardio-launch-digifrens.md
+++ b/inbox/archive/2026-03-03-futardio-launch-digifrens.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/HTyjkYarxpf115vPqGXYpPpS9jFMXzLLjGNnVjEGWuBg"
 date: 2026-03-03
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 ---
diff --git a/inbox/archive/2026-03-03-futardio-launch-manna-finance.md b/inbox/archive/2026-03-03-futardio-launch-manna-finance.md
index ad5492d6d..51ad91a2e 100644
--- a/inbox/archive/2026-03-03-futardio-launch-manna-finance.md
+++ b/inbox/archive/2026-03-03-futardio-launch-manna-finance.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/5whxoTjxW4oKeSN4C8yf5JUur7pcSChkPWgmhSZQ8oD5"
 date: 2026-03-03
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 ---
diff --git a/inbox/archive/2026-03-03-futardio-launch-milo-ai-agent.md b/inbox/archive/2026-03-03-futardio-launch-milo-ai-agent.md
index 4f6943ca8..57e714a07 100644
--- a/inbox/archive/2026-03-03-futardio-launch-milo-ai-agent.md
+++ b/inbox/archive/2026-03-03-futardio-launch-milo-ai-agent.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/4EhLS9CWQ2dQQe1nexxvB6D3c5jGaRCirpQ5GJFS43nR"
 date: 2026-03-03
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 ---
diff --git a/inbox/archive/2026-03-03-futardio-launch-mycorealms.md b/inbox/archive/2026-03-03-futardio-launch-mycorealms.md
index 62498185a..beb3f58f8 100644
--- a/inbox/archive/2026-03-03-futardio-launch-mycorealms.md
+++ b/inbox/archive/2026-03-03-futardio-launch-mycorealms.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/A88sGec3GcVfyRXNXr9DyWN6wNEwSaCqeyzrmmakKFqf"
 date: 2026-03-03
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 ---
diff --git a/inbox/archive/2026-03-03-futardio-launch-open-music.md b/inbox/archive/2026-03-03-futardio-launch-open-music.md
index a7ba0e0e8..2cdb673b0 100644
--- a/inbox/archive/2026-03-03-futardio-launch-open-music.md
+++ b/inbox/archive/2026-03-03-futardio-launch-open-music.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/4R1peXdUehAS1aWCdnrBfLRevGktsKH2euvBLdsYXbWu"
 date: 2026-03-03
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 ---
diff --git a/inbox/archive/2026-03-03-futardio-launch-salmon-wallet.md b/inbox/archive/2026-03-03-futardio-launch-salmon-wallet.md
index 157dfa790..5b7033946 100644
--- a/inbox/archive/2026-03-03-futardio-launch-salmon-wallet.md
+++ b/inbox/archive/2026-03-03-futardio-launch-salmon-wallet.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/Aakx1gdDoNQYqiv5uoqdXx56mGr6AbZh73SWpxHrk2qF"
 date: 2026-03-03
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 processed_by: rio
diff --git a/inbox/archive/2026-03-03-futardio-launch-the-meme-is-real.md b/inbox/archive/2026-03-03-futardio-launch-the-meme-is-real.md
index fc13ffb23..224eddad2 100644
--- a/inbox/archive/2026-03-03-futardio-launch-the-meme-is-real.md
+++ b/inbox/archive/2026-03-03-futardio-launch-the-meme-is-real.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/9VHgNjV7Lg7t6o6QqSa3Jjj1TNXftxGHnLMQFtcqpK5J"
 date: 2026-03-03
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 ---
diff --git a/inbox/archive/2026-03-03-futardio-launch-versus.md b/inbox/archive/2026-03-03-futardio-launch-versus.md
index cc05b198b..a548f5279 100644
--- a/inbox/archive/2026-03-03-futardio-launch-versus.md
+++ b/inbox/archive/2026-03-03-futardio-launch-versus.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/97zmRbfpCR88KkFucJnUvMKEaFg5ay6GxQSWmyEsdi67"
 date: 2026-03-03
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 ---
diff --git a/inbox/archive/2026-03-03-futardio-launch-vervepay.md b/inbox/archive/2026-03-03-futardio-launch-vervepay.md
index 70a83eeed..ce471f159 100644
--- a/inbox/archive/2026-03-03-futardio-launch-vervepay.md
+++ b/inbox/archive/2026-03-03-futardio-launch-vervepay.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/CrRTdZWr8iectFdEXi2FdDGNFSLT3LEX3i1xVNiJqEpc"
 date: 2026-03-03
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 processed_by: rio
diff --git a/inbox/archive/2026-03-04-futardio-launch-futara.md b/inbox/archive/2026-03-04-futardio-launch-futara.md
index 3338ca154..36ef8f6db 100644
--- a/inbox/archive/2026-03-04-futardio-launch-futara.md
+++ b/inbox/archive/2026-03-04-futardio-launch-futara.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/Gt9eVcwmH8mNVyCWWRfL3K1CFxaVNpSJGKtUujwRjFU6"
 date: 2026-03-04
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 processed_by: rio
diff --git a/inbox/archive/2026-03-04-futardio-launch-futarchy-arena.md b/inbox/archive/2026-03-04-futardio-launch-futarchy-arena.md
index 10fe7d98e..1e19ff619 100644
--- a/inbox/archive/2026-03-04-futardio-launch-futarchy-arena.md
+++ b/inbox/archive/2026-03-04-futardio-launch-futarchy-arena.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/8UjuYsm1m8uNNVSeA1NSwvV6ch9G2QC14yKvpXjrRgw"
 date: 2026-03-04
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 ---
diff --git a/inbox/archive/2026-03-04-futardio-launch-irich.md b/inbox/archive/2026-03-04-futardio-launch-irich.md
index 3f9e83448..c8ce90472 100644
--- a/inbox/archive/2026-03-04-futardio-launch-irich.md
+++ b/inbox/archive/2026-03-04-futardio-launch-irich.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/87ZWGbregxaa7TMD3TgYg6n2ADdTN1vqXpVCtSvKjEjw"
 date: 2026-03-04
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 ---
diff --git a/inbox/archive/2026-03-04-futardio-launch-island.md b/inbox/archive/2026-03-04-futardio-launch-island.md
index 2a03a087f..3b2f4a85a 100644
--- a/inbox/archive/2026-03-04-futardio-launch-island.md
+++ b/inbox/archive/2026-03-04-futardio-launch-island.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/FpFytak8JZwVntqDh9G95zqXXVJNXMxRFUYY959AXeZj"
 date: 2026-03-04
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 ---
diff --git a/inbox/archive/2026-03-04-futardio-launch-lososdao.md b/inbox/archive/2026-03-04-futardio-launch-lososdao.md
index d6c311347..903401845 100644
--- a/inbox/archive/2026-03-04-futardio-launch-lososdao.md
+++ b/inbox/archive/2026-03-04-futardio-launch-lososdao.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/Aji1A3Fu6iBSh6kAysG9TR5o4cPB1RxzYwWqw8Xkbc5o"
 date: 2026-03-04
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 processed_by: rio
diff --git a/inbox/archive/2026-03-04-futardio-launch-money-for-steak.md b/inbox/archive/2026-03-04-futardio-launch-money-for-steak.md
index b6a900f11..afc716dfb 100644
--- a/inbox/archive/2026-03-04-futardio-launch-money-for-steak.md
+++ b/inbox/archive/2026-03-04-futardio-launch-money-for-steak.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/ay6ZwDSGWma5AW9mnM69M8BbT9LNMimjbi7o4Uj4iVW"
 date: 2026-03-04
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 processed_by: rio
diff --git a/inbox/archive/2026-03-04-futardio-launch-one-of-sick-token.md b/inbox/archive/2026-03-04-futardio-launch-one-of-sick-token.md
index 039025a9d..ad2ab10fe 100644
--- a/inbox/archive/2026-03-04-futardio-launch-one-of-sick-token.md
+++ b/inbox/archive/2026-03-04-futardio-launch-one-of-sick-token.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/Gdyb1kNw26gve1VqU3zRxwZJhwJd5nAQ4goKNvAQBv9K"
 date: 2026-03-04
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 processed_by: rio
diff --git a/inbox/archive/2026-03-04-futardio-launch-pli-crperie-ambulante.md b/inbox/archive/2026-03-04-futardio-launch-pli-crperie-ambulante.md
index e0b83862a..790d9297b 100644
--- a/inbox/archive/2026-03-04-futardio-launch-pli-crperie-ambulante.md
+++ b/inbox/archive/2026-03-04-futardio-launch-pli-crperie-ambulante.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/GmNzSXzQ3q6UCVRpBf8PkvEqoo454Qr6twWc9zuzJzBa"
 date: 2026-03-04
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 processed_by: rio
diff --git a/inbox/archive/2026-03-04-futardio-launch-proph3t.md b/inbox/archive/2026-03-04-futardio-launch-proph3t.md
index 93430fa5e..35408f65e 100644
--- a/inbox/archive/2026-03-04-futardio-launch-proph3t.md
+++ b/inbox/archive/2026-03-04-futardio-launch-proph3t.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/316rXWmR84ppwS4FKfZQWPmwqQCQi4NRWCbeVwYqDPna"
 date: 2026-03-04
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 processed_by: rio
diff --git a/inbox/archive/2026-03-04-futardio-launch-seekervault.md b/inbox/archive/2026-03-04-futardio-launch-seekervault.md
index ca52ae7d4..e8c0c0b96 100644
--- a/inbox/archive/2026-03-04-futardio-launch-seekervault.md
+++ b/inbox/archive/2026-03-04-futardio-launch-seekervault.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/7U7F3g1y81PJ97pQdA85moD732kctKGLizKgCHqnGW2d"
 date: 2026-03-04
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 ---
diff --git a/inbox/archive/2026-03-04-futardio-launch-send-arcade.md b/inbox/archive/2026-03-04-futardio-launch-send-arcade.md
index 0526e2d31..758c9e463 100644
--- a/inbox/archive/2026-03-04-futardio-launch-send-arcade.md
+++ b/inbox/archive/2026-03-04-futardio-launch-send-arcade.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/ActRESLUCdMzU4BnEE5VtMM2JG5ghZuKWkjXfiB5GdS7"
 date: 2026-03-04
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 ---
diff --git a/inbox/archive/2026-03-04-futardio-launch-sizematters.md b/inbox/archive/2026-03-04-futardio-launch-sizematters.md
index c3b43a389..621ceb834 100644
--- a/inbox/archive/2026-03-04-futardio-launch-sizematters.md
+++ b/inbox/archive/2026-03-04-futardio-launch-sizematters.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/CtynMdGE4CwJuUSoYhRf4powwKwT8bWo5Dq2KiBVEiKm"
 date: 2026-03-04
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 ---
diff --git a/inbox/archive/2026-03-04-futardio-launch-superclaw.md b/inbox/archive/2026-03-04-futardio-launch-superclaw.md
index 87237ef99..a761ee72d 100644
--- a/inbox/archive/2026-03-04-futardio-launch-superclaw.md
+++ b/inbox/archive/2026-03-04-futardio-launch-superclaw.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/5BV8dmpaYz7Rj54EFisJiw2EjfgupqAELbjy5mV5sCrE"
 date: 2026-03-04
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 ---
diff --git a/inbox/archive/2026-03-04-futardio-launch-test.md b/inbox/archive/2026-03-04-futardio-launch-test.md
index 634c243e7..c3fa8ec18 100644
--- a/inbox/archive/2026-03-04-futardio-launch-test.md
+++ b/inbox/archive/2026-03-04-futardio-launch-test.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/9SzcHQzMbxBbCEtLyRsuUcQn8cMSzjxnDG9WuSZCMJM5"
 date: 2026-03-04
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 processed_by: rio
diff --git a/inbox/archive/2026-03-04-futardio-launch-xorrabet.md b/inbox/archive/2026-03-04-futardio-launch-xorrabet.md
index 25745d99b..84eb35571 100644
--- a/inbox/archive/2026-03-04-futardio-launch-xorrabet.md
+++ b/inbox/archive/2026-03-04-futardio-launch-xorrabet.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/24fzAzy51sUFSnRf4qpTqSrrugiKcJ8uVh2TSnQrDdoY"
 date: 2026-03-04
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 ---
diff --git a/inbox/archive/2026-03-05-futardio-launch-areal-finance.md b/inbox/archive/2026-03-05-futardio-launch-areal-finance.md
index f0f051694..f7a0f7184 100644
--- a/inbox/archive/2026-03-05-futardio-launch-areal-finance.md
+++ b/inbox/archive/2026-03-05-futardio-launch-areal-finance.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/H6xSaDsnq9yUKpoLi3svozYGkRKbfKm4peX98CzDtmqp"
 date: 2026-03-05
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 ---
diff --git a/inbox/archive/2026-03-05-futardio-launch-bitfutard.md b/inbox/archive/2026-03-05-futardio-launch-bitfutard.md
index 8a5d62d6f..781252b54 100644
--- a/inbox/archive/2026-03-05-futardio-launch-bitfutard.md
+++ b/inbox/archive/2026-03-05-futardio-launch-bitfutard.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/3jDrz2B6aDgjKSArkJPkqQPnYXqtihjAtGHf7tRohjj2"
 date: 2026-03-05
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 ---
diff --git a/inbox/archive/2026-03-05-futardio-launch-blockrock.md b/inbox/archive/2026-03-05-futardio-launch-blockrock.md
index 6aa1ee2e9..ee523fcc7 100644
--- a/inbox/archive/2026-03-05-futardio-launch-blockrock.md
+++ b/inbox/archive/2026-03-05-futardio-launch-blockrock.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/J7CmLqfMLVq67swRQa6xCWn7VcyfpyhFSiQdJYNwkP8k"
 date: 2026-03-05
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 ---
diff --git a/inbox/archive/2026-03-05-futardio-launch-futardio-boat.md b/inbox/archive/2026-03-05-futardio-launch-futardio-boat.md
index c553a5754..eb09df8d0 100644
--- a/inbox/archive/2026-03-05-futardio-launch-futardio-boat.md
+++ b/inbox/archive/2026-03-05-futardio-launch-futardio-boat.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/rFdgjcZYHgcsGy44iyvN95JRjB3Yr8APps437cd2HEL"
 date: 2026-03-05
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 ---
diff --git a/inbox/archive/2026-03-05-futardio-launch-git3.md b/inbox/archive/2026-03-05-futardio-launch-git3.md
index d09c2b663..aca67a6fc 100644
--- a/inbox/archive/2026-03-05-futardio-launch-git3.md
+++ b/inbox/archive/2026-03-05-futardio-launch-git3.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/HKRDmghovXSCMobiRCZ7BBdHopEizyKmnhJKywjk3vUa"
 date: 2026-03-05
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 ---
diff --git a/inbox/archive/2026-03-05-futardio-launch-insert-coin-labs.md b/inbox/archive/2026-03-05-futardio-launch-insert-coin-labs.md
index 09f3f246e..cbaab68a4 100644
--- a/inbox/archive/2026-03-05-futardio-launch-insert-coin-labs.md
+++ b/inbox/archive/2026-03-05-futardio-launch-insert-coin-labs.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/62Yxd8gLQ2YYmY2TifhChJG4tVdf4b1oAHcMfwTL2WUu"
 date: 2026-03-05
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 ---
diff --git a/inbox/archive/2026-03-05-futardio-launch-launchpet.md b/inbox/archive/2026-03-05-futardio-launch-launchpet.md
index 47367cfee..4c2de6961 100644
--- a/inbox/archive/2026-03-05-futardio-launch-launchpet.md
+++ b/inbox/archive/2026-03-05-futardio-launch-launchpet.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/BWeT96hGV245sm6Ua4EhLPL8GngcBV2aKS2uvkaEkjBi"
 date: 2026-03-05
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 ---
diff --git a/inbox/archive/2026-03-05-futardio-launch-ludex-ai.md b/inbox/archive/2026-03-05-futardio-launch-ludex-ai.md
index ad872a297..b8708b8c6 100644
--- a/inbox/archive/2026-03-05-futardio-launch-ludex-ai.md
+++ b/inbox/archive/2026-03-05-futardio-launch-ludex-ai.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/95HNkVuqzStFe7B6Aw32sgkbwkHEyEsA818izKKTz776"
 date: 2026-03-05
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 processed_by: rio
diff --git a/inbox/archive/2026-03-05-futardio-launch-phonon-studio-ai.md b/inbox/archive/2026-03-05-futardio-launch-phonon-studio-ai.md
index 7998955ab..048e172a4 100644
--- a/inbox/archive/2026-03-05-futardio-launch-phonon-studio-ai.md
+++ b/inbox/archive/2026-03-05-futardio-launch-phonon-studio-ai.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/x1yqPH8mutuiqkrz66DPwFw1ykQqT4v5KyUUtUzBgPA"
 date: 2026-03-05
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 ---
diff --git a/inbox/archive/2026-03-05-futardio-launch-runbookai.md b/inbox/archive/2026-03-05-futardio-launch-runbookai.md
index 1e5759185..932736d90 100644
--- a/inbox/archive/2026-03-05-futardio-launch-runbookai.md
+++ b/inbox/archive/2026-03-05-futardio-launch-runbookai.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/9DfNVpcDm6x1GXUa8wik8YVZhiw7dTmmhefVBWVZuAg8"
 date: 2026-03-05
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 ---
diff --git a/inbox/archive/2026-03-05-futardio-launch-seyf.md b/inbox/archive/2026-03-05-futardio-launch-seyf.md
index 50b168d6f..bb6b29ced 100644
--- a/inbox/archive/2026-03-05-futardio-launch-seyf.md
+++ b/inbox/archive/2026-03-05-futardio-launch-seyf.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/2TK2hDtyNAY2hbV3yHDoVaAPSfaod2sHX7PtWPz8QfmQ"
 date: 2026-03-05
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 ---
diff --git a/inbox/archive/2026-03-05-futardio-launch-torch-market.md b/inbox/archive/2026-03-05-futardio-launch-torch-market.md
index 2450bd880..403e38e8c 100644
--- a/inbox/archive/2026-03-05-futardio-launch-torch-market.md
+++ b/inbox/archive/2026-03-05-futardio-launch-torch-market.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/5ocdHgwhMwVDzUbE7ctjdkBmP4fauPsVfb2mfUsSmhRD"
 date: 2026-03-05
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 ---
diff --git a/inbox/archive/2026-03-05-futardio-launch-tridash.md b/inbox/archive/2026-03-05-futardio-launch-tridash.md
index e070f668b..8dea34466 100644
--- a/inbox/archive/2026-03-05-futardio-launch-tridash.md
+++ b/inbox/archive/2026-03-05-futardio-launch-tridash.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/5jK8akFVVkM9JAJKps6M9eECCBoSLM7meR2Kf5Kc47f7"
 date: 2026-03-05
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 ---
diff --git a/inbox/archive/2026-03-05-futardio-launch-you-get-nothing.md b/inbox/archive/2026-03-05-futardio-launch-you-get-nothing.md
index f3997cdda..fdb559264 100644
--- a/inbox/archive/2026-03-05-futardio-launch-you-get-nothing.md
+++ b/inbox/archive/2026-03-05-futardio-launch-you-get-nothing.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/4xAEV1JHuNSLLdMCa8tiC6CdVYpEXttuZ8U9izv9ALjp"
 date: 2026-03-05
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 processed_by: rio
diff --git a/inbox/archive/2026-03-05-pineanalytics-futardio-launch-metrics.md b/inbox/archive/2026-03-05-pineanalytics-futardio-launch-metrics.md
index c49cbc989..6055378d1 100644
--- a/inbox/archive/2026-03-05-pineanalytics-futardio-launch-metrics.md
+++ b/inbox/archive/2026-03-05-pineanalytics-futardio-launch-metrics.md
@@ -5,7 +5,7 @@ url: https://x.com/PineAnalytics/status/2029616320015159504
 date: 2026-03-05
 tags: [rio, metadao, futarchy, futardio, permissionless-launches]
 domain: internet-finance
-status: entity-data
+status: unprocessed
 claims_extracted: []
 ---
 
diff --git a/inbox/archive/2026-03-06-futardio-launch-lobsterfutarchy.md b/inbox/archive/2026-03-06-futardio-launch-lobsterfutarchy.md
index 5ee88cc06..d1e46d302 100644
--- a/inbox/archive/2026-03-06-futardio-launch-lobsterfutarchy.md
+++ b/inbox/archive/2026-03-06-futardio-launch-lobsterfutarchy.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/2d9RAui8BGYh8Jt7dc49WSFTuXVRT4nNE4Sy2mUtALNZ"
 date: 2026-03-06
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 ---
diff --git a/inbox/archive/2026-03-07-futardio-launch-areal.md b/inbox/archive/2026-03-07-futardio-launch-areal.md
index a106c81a1..5ca2935ae 100644
--- a/inbox/archive/2026-03-07-futardio-launch-areal.md
+++ b/inbox/archive/2026-03-07-futardio-launch-areal.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/4mgSftMwb86RKe4P73b7iY1YzyNwGPtW8EmyGJyACykG"
 date: 2026-03-07
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 ---
diff --git a/inbox/archive/2026-03-07-futardio-launch-nexid.md b/inbox/archive/2026-03-07-futardio-launch-nexid.md
index c3a95b395..0f26ba403 100644
--- a/inbox/archive/2026-03-07-futardio-launch-nexid.md
+++ b/inbox/archive/2026-03-07-futardio-launch-nexid.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/9diK9jWj4vEbCw6mKaSekdn2vw2R62jFDhCgYerCo8jK"
 date: 2026-03-07
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 ---
diff --git a/inbox/archive/2026-03-08-futardio-launch-seeker-vault.md b/inbox/archive/2026-03-08-futardio-launch-seeker-vault.md
index 25887b95d..12eaf5b9d 100644
--- a/inbox/archive/2026-03-08-futardio-launch-seeker-vault.md
+++ b/inbox/archive/2026-03-08-futardio-launch-seeker-vault.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/7AMzZD3JZ15FCX2eoC17KgJD5Ywum9J5i7E9BAbgc2vi"
 date: 2026-03-08
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 ---
diff --git a/inbox/archive/2026-03-09-futardio-launch-etnlio.md b/inbox/archive/2026-03-09-futardio-launch-etnlio.md
index bea173e23..d414f2f04 100644
--- a/inbox/archive/2026-03-09-futardio-launch-etnlio.md
+++ b/inbox/archive/2026-03-09-futardio-launch-etnlio.md
@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/4oiZeLhoDB9jGTFd28kJDKBYheL1Yg1XwR3qPTa69Rx9"
 date: 2026-03-09
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 processed_by: rio
diff --git a/inbox/archive/2026-03-10-china-rocket-catching-ship-ling-hang-zhe.md b/inbox/archive/2026-03-10-china-rocket-catching-ship-ling-hang-zhe.md
index c1b9a6a10..316cab6b7 100644
--- a/inbox/archive/2026-03-10-china-rocket-catching-ship-ling-hang-zhe.md
+++ b/inbox/archive/2026-03-10-china-rocket-catching-ship-ling-hang-zhe.md
@@ -6,10 +6,15 @@ url: https://www.prototypingchina.com/2026/03/10/china-builds-rocket-catching-sh
 date: 2026-03-10
 domain: space-development
 secondary_domains: []
-format: article
-status: unprocessed
+format: report
+status: null-result
 priority: medium
 tags: [china, recovery-infrastructure, rocket-catching, ling-hang-zhe, reusability]
+processed_by: astra
+processed_date: 2026-03-11
+enrichments_applied: ["China is the only credible peer competitor in space with comprehensive capabilities and state-directed acceleration closing the reusability gap in 5-8 years.md"]
+extraction_model: "anthropic/claude-sonnet-4.5"
+extraction_notes: "Extracted two claims: (1) Ling Hang Zhe as signal of operational vs experimental commitment, (2) three divergent recovery paradigms as evidence of convergent capability. Enriched existing China space competitor claim with concrete infrastructure evidence. Source provides strong evidence that reusability solutions are diversifying rather than converging on SpaceX's specific approach."
 ---
 
 ## Content
@@ -39,3 +44,10 @@ This is the first ship in the world built solely to catch rockets with a net/cab
 PRIMARY CONNECTION: [[China is the only credible peer competitor in space with comprehensive capabilities and state-directed acceleration closing the reusability gap in 5-8 years]]
 WHY ARCHIVED: Purpose-built recovery infrastructure as evidence of operational (not experimental) Chinese reusability commitment
 EXTRACTION HINT: Three divergent recovery paradigms (tower catch, propulsive ship landing, cable-net catch) as evidence that reusability is a convergent capability, not a SpaceX-specific innovation
+
+
+## Key Facts
+- Ling Hang Zhe: 25,000-ton displacement, 472 feet (144m) long
+- Ship entered sea trials February 2026 with recovery gantry and cable systems installed
+- First ship in the world built solely to catch rockets with net/cable system
+- Three active recovery paradigms: SpaceX tower catch (Mechazilla), Blue Origin propulsive ship landing (Jacklyn), China cable-net ship catch (Ling Hang Zhe)