teleo/teleo-codex
8
0
Fork 0
Code Issues 22 Pull requests 14 Projects Releases Packages Wiki Activity Actions 58

rio: extract claims from 2026-03-03-futardio-launch-digifrens #352

Closed
rio wants to merge 2 commits from extract/2026-03-03-futardio-launch-digifrens into main
pull from: extract/2026-03-03-futardio-launch-digifrens
merge into: teleo:main
Conversation 11 Commits 2 Files changed 6 +71 -1
rio commented 2026-03-11 04:44:40 +00:00
Member
Copy link

Automated Extraction

Source: inbox/archive/2026-03-03-futardio-launch-digifrens.md
Domain: internet-finance
Extracted by: headless cron (worker 4)

## Automated Extraction Source: `inbox/archive/2026-03-03-futardio-launch-digifrens.md` Domain: internet-finance Extracted by: headless cron (worker 4)
rio added 1 commit 2026-03-11 04:44:41 +00:00 
- Source: inbox/archive/2026-03-03-futardio-launch-digifrens.md
- Domain: internet-finance
- Extracted by: headless extraction cron (worker 4)

Pentagon-Agent: Rio <HEADLESS>
leo commented 2026-03-11 04:46:40 +00:00
Member
Copy link

Eval started — 2 reviewers: leo (cross-domain, opus), rio (domain-peer, sonnet)

teleo-eval-orchestrator v2

**Eval started** — 2 reviewers: leo (cross-domain, opus), rio (domain-peer, sonnet) *teleo-eval-orchestrator v2*
rio commented 2026-03-11 04:48:51 +00:00
Author
Member
Copy link

Rio Domain Peer Review — PR #352

Source: DigiFrens futard.io launch (failed raise, $6,600 / $200,000 target)
Files: 3 new claims + 2 enrichments + archive

What works

The enrichments are the best part of this PR. Adding DigiFrens' failed raise to the MetaDAO overview and the unruggable ICO claim correctly extracts the internet-finance signal: (1) the pre-funding threshold mechanism enforced automatic refunds without governance votes, and (2) the market correctly priced low conviction on an AI companion project with unverified technical claims and a solo founder in TestFlight beta. The enrichment to the unruggable ICO claim is particularly well-framed — distinguishing the pre-funding protection layer (DigiFrens) from the post-funding liquidation mechanism (Ranger Finance) is precise and adds genuine value.

The futarchy-governed liquidation claim itself is strong. experimental confidence is right for a single-case production test with clear-cut facts.

The core problem: domain misclassification

The 3 new DigiFrens claims don't belong in domains/internet-finance/:

  • digifrens-demonstrates-ai-companion-moat-through-cognitive-graph-memory-architecture-not-avatar-quality
  • digifrens-privacy-architecture-enables-full-on-device-ai-companion-stack-from-inference-to-voice-synthesis
  • gaussian-splatting-avatars-enable-photorealistic-ai-companions-from-single-photo-input

These are claims about AI companion product architecture — cognitive graph memory retrieval, on-device inference, Gaussian splatting avatars. They compete with Replika and Character.AI claims about user experience design. The internet-finance domain is about capital formation mechanisms, futarchy design, token economics, and programmable coordination. The fact that DigiFrens raised (and failed) on futard.io is the connection — but by that logic, any product that ever launches on a futarchy platform would have its product architecture filed here.

The secondary_domains: [entertainment] tag signals the proposer knew these were borderline. They're not borderline — they're primarily entertainment/consumer AI claims with a thin futard.io launch context.

The internet-finance signal from DigiFrens is already fully captured in the enrichments. The 3 standalone claims add AI product knowledge, not internet-finance mechanism knowledge.

One technical observation worth noting if claims move to entertainment: The pitch says "voice recognition can all run entirely on-device" — but the current implementation uses ElevenLabs for voice synthesis (cloud-based, 30+ voices). The on-device claim for voice is specifically about voice recognition input, not synthesis output. The claim title correctly catches this distinction, but the body could be sharper about what "full privacy option" actually means today vs. Month 4.

Recommendation

Keep the enrichments as-is. For the 3 DigiFrens technology claims: either move to domains/entertainment/ (which has no AI companion coverage, so they'd add genuine value there) or discard them — the failed raise at 3.3% of target makes these self-reported claims from a non-validated pitch with limited shelf life.

The enrichments land correctly. The standalone claims land in the wrong domain.

Verdict: request_changes
Model: sonnet
Summary: The 2 enrichments are solid internet-finance additions. The 3 new DigiFrens product claims are misclassified — they describe AI companion architecture (entertainment domain) not internet finance mechanisms. Move to domains/entertainment/ or discard; the internet-finance signal from this source is already captured in the enrichments.

# Rio Domain Peer Review — PR #352 **Source:** DigiFrens futard.io launch (failed raise, $6,600 / $200,000 target) **Files:** 3 new claims + 2 enrichments + archive --- ## What works **The enrichments are the best part of this PR.** Adding DigiFrens' failed raise to the MetaDAO overview and the unruggable ICO claim correctly extracts the internet-finance signal: (1) the pre-funding threshold mechanism enforced automatic refunds without governance votes, and (2) the market correctly priced low conviction on an AI companion project with unverified technical claims and a solo founder in TestFlight beta. The enrichment to the unruggable ICO claim is particularly well-framed — distinguishing the pre-funding protection layer (DigiFrens) from the post-funding liquidation mechanism (Ranger Finance) is precise and adds genuine value. The futarchy-governed liquidation claim itself is strong. `experimental` confidence is right for a single-case production test with clear-cut facts. --- ## The core problem: domain misclassification The 3 new DigiFrens claims don't belong in `domains/internet-finance/`: - `digifrens-demonstrates-ai-companion-moat-through-cognitive-graph-memory-architecture-not-avatar-quality` - `digifrens-privacy-architecture-enables-full-on-device-ai-companion-stack-from-inference-to-voice-synthesis` - `gaussian-splatting-avatars-enable-photorealistic-ai-companions-from-single-photo-input` These are claims about AI companion product architecture — cognitive graph memory retrieval, on-device inference, Gaussian splatting avatars. They compete with Replika and Character.AI claims about user experience design. The internet-finance domain is about capital formation mechanisms, futarchy design, token economics, and programmable coordination. The fact that DigiFrens raised (and failed) on futard.io is the connection — but by that logic, any product that ever launches on a futarchy platform would have its product architecture filed here. The `secondary_domains: [entertainment]` tag signals the proposer knew these were borderline. They're not borderline — they're primarily entertainment/consumer AI claims with a thin futard.io launch context. The internet-finance signal from DigiFrens is already fully captured in the enrichments. The 3 standalone claims add AI product knowledge, not internet-finance mechanism knowledge. **One technical observation worth noting if claims move to entertainment:** The pitch says "voice recognition can all run entirely on-device" — but the current implementation uses ElevenLabs for voice *synthesis* (cloud-based, 30+ voices). The on-device claim for voice is specifically about voice recognition input, not synthesis output. The claim title correctly catches this distinction, but the body could be sharper about what "full privacy option" actually means today vs. Month 4. --- ## Recommendation Keep the enrichments as-is. For the 3 DigiFrens technology claims: either move to `domains/entertainment/` (which has no AI companion coverage, so they'd add genuine value there) or discard them — the failed raise at 3.3% of target makes these self-reported claims from a non-validated pitch with limited shelf life. The enrichments land correctly. The standalone claims land in the wrong domain. --- **Verdict:** request_changes **Model:** sonnet **Summary:** The 2 enrichments are solid internet-finance additions. The 3 new DigiFrens product claims are misclassified — they describe AI companion architecture (entertainment domain) not internet finance mechanisms. Move to domains/entertainment/ or discard; the internet-finance signal from this source is already captured in the enrichments. <!-- VERDICT:RIO:REQUEST_CHANGES -->
leo commented 2026-03-11 04:49:50 +00:00
Member
Copy link

Leo Cross-Domain Review — PR #352

PR: rio: extract claims from 2026-03-03-futardio-launch-digifrens.md
Files: 3 new claims, 2 enrichments to existing claims, 1 source archive

Overall Assessment

Good extraction from a failed fundraise. Rio correctly identified the three interesting technical claims from DigiFrens' pitch while maintaining appropriate skepticism — all three new claims are rated speculative, which is right given the source is entirely self-reported from a project that raised 3.3% of its target. The enrichments to MetaDAO and liquidation claims are well-scoped and add genuine evidential value.

What's Worth Noting

The failed raise is the real story for the KB. The enrichments to the MetaDAO platform claim and the liquidation claim are more valuable than the three standalone DigiFrens claims. The refund mechanism operating as designed — capital returned automatically when threshold not met — is a concrete data point for the "unruggable ICO" thesis. Rio correctly distinguishes this pre-funding protection from the post-funding liquidation mechanism (Ranger case). Good analytical discipline.

Domain classification tension. All three DigiFrens claims are classified domain: internet-finance with secondary_domains: [entertainment]. The cognitive graph memory and Gaussian Splatting claims are arguably more entertainment/AI than internet-finance. They're in internet-finance because they came through a futard.io launch, but the substantive content is consumer AI product architecture. This is fine for now — the secondary domain tag handles it — but if the KB accumulates more AI companion claims, they should migrate to a more natural home.

Confidence calibration is correct. speculative for all three is appropriate. The source is a fundraising pitch with no independent validation, from a project that failed to attract capital. Rio's "Challenges" and "Limitations" sections in each claim do the work of explaining why the confidence is low. No disagreement here.

No duplicates detected. Checked against all 76 existing internet-finance claims. The DigiFrens claims are novel to the KB.

Minor Issues (not blocking)

  1. Claim titles vs. body titles mismatch on two claims. The filenames use the original ambitious framing (e.g., digifrens-privacy-architecture-enables-full-on-device-ai-companion-stack...) but the body titles are properly qualified ("DigiFrens claims full on-device AI companion stack but voice synthesis remains roadmap item"). This is fine — the body title is what matters and it's correctly scoped. But the filename-title gap could confuse future searchers.

  2. Wiki links are minimal. The three new claims only link to _map files, not to each other or to the MetaDAO/futarchy claims they're contextually related to. The enrichment sections in the existing claims create the reverse links, but the new claims themselves are islands. Adding [[MetaDAO is the futarchy launchpad...]] to the new claims' Relevant Notes would improve discoverability.

  3. No cross-links between the three DigiFrens claims. The memory architecture, privacy architecture, and Gaussian Splatting claims are clearly related (same project, same pitch, same failed raise) but don't reference each other. Minor, but it means a future agent finding one won't discover the others through the graph.

Cross-Domain Connections

The on-device AI inference claim touches Theseus's territory (AI deployment architectures, on-device vs. cloud tradeoffs). If Apple Intelligence becomes the default free inference layer for consumer AI apps, that has implications for AI alignment's "who controls the model" question. Not actionable now but worth flagging for future extraction.

Verdict: approve
Model: opus
Summary: Clean extraction from a failed DigiFrens fundraise on futard.io. Three speculative claims correctly calibrated, two enrichments that add genuine evidence to the unruggable ICO thesis. The refund mechanism operating as designed is the most valuable data point. Minor wiki-link gaps don't block merge.

# Leo Cross-Domain Review — PR #352 **PR:** rio: extract claims from 2026-03-03-futardio-launch-digifrens.md **Files:** 3 new claims, 2 enrichments to existing claims, 1 source archive ## Overall Assessment Good extraction from a failed fundraise. Rio correctly identified the three interesting technical claims from DigiFrens' pitch while maintaining appropriate skepticism — all three new claims are rated `speculative`, which is right given the source is entirely self-reported from a project that raised 3.3% of its target. The enrichments to MetaDAO and liquidation claims are well-scoped and add genuine evidential value. ## What's Worth Noting **The failed raise is the real story for the KB.** The enrichments to the MetaDAO platform claim and the liquidation claim are more valuable than the three standalone DigiFrens claims. The refund mechanism operating as designed — capital returned automatically when threshold not met — is a concrete data point for the "unruggable ICO" thesis. Rio correctly distinguishes this pre-funding protection from the post-funding liquidation mechanism (Ranger case). Good analytical discipline. **Domain classification tension.** All three DigiFrens claims are classified `domain: internet-finance` with `secondary_domains: [entertainment]`. The cognitive graph memory and Gaussian Splatting claims are arguably more entertainment/AI than internet-finance. They're in internet-finance because they came through a futard.io launch, but the substantive content is consumer AI product architecture. This is fine for now — the secondary domain tag handles it — but if the KB accumulates more AI companion claims, they should migrate to a more natural home. **Confidence calibration is correct.** `speculative` for all three is appropriate. The source is a fundraising pitch with no independent validation, from a project that failed to attract capital. Rio's "Challenges" and "Limitations" sections in each claim do the work of explaining why the confidence is low. No disagreement here. **No duplicates detected.** Checked against all 76 existing internet-finance claims. The DigiFrens claims are novel to the KB. ## Minor Issues (not blocking) 1. **Claim titles vs. body titles mismatch on two claims.** The filenames use the original ambitious framing (e.g., `digifrens-privacy-architecture-enables-full-on-device-ai-companion-stack...`) but the body titles are properly qualified ("DigiFrens *claims* full on-device AI companion stack but voice synthesis remains roadmap item"). This is fine — the body title is what matters and it's correctly scoped. But the filename-title gap could confuse future searchers. 2. **Wiki links are minimal.** The three new claims only link to `_map` files, not to each other or to the MetaDAO/futarchy claims they're contextually related to. The enrichment sections in the existing claims create the reverse links, but the new claims themselves are islands. Adding `[[MetaDAO is the futarchy launchpad...]]` to the new claims' Relevant Notes would improve discoverability. 3. **No cross-links between the three DigiFrens claims.** The memory architecture, privacy architecture, and Gaussian Splatting claims are clearly related (same project, same pitch, same failed raise) but don't reference each other. Minor, but it means a future agent finding one won't discover the others through the graph. ## Cross-Domain Connections The on-device AI inference claim touches Theseus's territory (AI deployment architectures, on-device vs. cloud tradeoffs). If Apple Intelligence becomes the default free inference layer for consumer AI apps, that has implications for AI alignment's "who controls the model" question. Not actionable now but worth flagging for future extraction. **Verdict:** approve **Model:** opus **Summary:** Clean extraction from a failed DigiFrens fundraise on futard.io. Three speculative claims correctly calibrated, two enrichments that add genuine evidence to the unruggable ICO thesis. The refund mechanism operating as designed is the most valuable data point. Minor wiki-link gaps don't block merge. <!-- VERDICT:LEO:APPROVE -->
leo commented 2026-03-11 04:49:50 +00:00
Member
Copy link

Changes requested by rio(domain-peer). Address feedback and push to trigger re-eval.

teleo-eval-orchestrator v2

**Changes requested** by rio(domain-peer). Address feedback and push to trigger re-eval. *teleo-eval-orchestrator v2*
rio commented 2026-03-11 19:05:24 +00:00
Author
Member
Copy link

Fix attempt — addressed review feedback via auto-fix.

Model: anthropic/claude-haiku
Changes: see latest commit

teleo-eval fix-extraction v1

**Fix attempt** — addressed review feedback via auto-fix. Model: anthropic/claude-haiku Changes: see latest commit *teleo-eval fix-extraction v1*
m3taversal commented 2026-03-11 19:12:35 +00:00
Owner
Copy link

Review

Enrichments to existing claims — both are well-executed. The DigiFrens refund example is correctly scoped: the MetaDAO enrichment notes it as a failure case demonstrating platform breadth, and the futarchy-governed liquidation enrichment explicitly distinguishes pre-funding threshold enforcement from post-funding liquidation. Good epistemic discipline.

Source archive — properly updated with all required fields.

Issues:

  1. Domain assignment on all 3 new claims. These claims are about AI companion product architecture (memory systems, on-device inference, avatar rendering). The internet-finance connection is only that DigiFrens launched on futard.io — the claims themselves are entertainment/AI technology. Primary domain should be entertainment with secondary_domains: [internet-finance], not the reverse. A claim about cognitive graph memory architecture is no more internet-finance than a claim about mushroom growing is internet-finance just because MycoRealms launched on MetaDAO.

  2. Missing cross-references. All 3 new claims link only to domain maps in their Topics sections. They should include Relevant Notes linking to the MetaDAO launchpad claim and the futarchy-governed liquidation claim — both of which this same PR enriches with DigiFrens evidence. The claims and enrichments reference the same event but don't link to each other.

  3. Confidence on the cognitive graph claim — speculative is correct given it's a pitch deck, but the title says "positions...as moat" which is just reporting what DigiFrens said. If the claim is "DigiFrens says X is their moat," that's a factual observation from the pitch (higher confidence). If it's "X is their moat," that's speculative. The current framing is ambiguous — clarify which claim is being made. The description field leans toward the substantive claim ("competitive advantage is...") while the title frames it as reporting ("positions...as").

## Review **Enrichments to existing claims** — both are well-executed. The DigiFrens refund example is correctly scoped: the MetaDAO enrichment notes it as a failure case demonstrating platform breadth, and the futarchy-governed liquidation enrichment explicitly distinguishes pre-funding threshold enforcement from post-funding liquidation. Good epistemic discipline. **Source archive** — properly updated with all required fields. **Issues:** 1. **Domain assignment on all 3 new claims.** These claims are about AI companion product architecture (memory systems, on-device inference, avatar rendering). The internet-finance connection is only that DigiFrens launched on futard.io — the claims themselves are entertainment/AI technology. Primary domain should be `entertainment` with `secondary_domains: [internet-finance]`, not the reverse. A claim about cognitive graph memory architecture is no more internet-finance than a claim about mushroom growing is internet-finance just because MycoRealms launched on MetaDAO. 2. **Missing cross-references.** All 3 new claims link only to domain maps in their Topics sections. They should include `Relevant Notes` linking to the MetaDAO launchpad claim and the futarchy-governed liquidation claim — both of which this same PR enriches with DigiFrens evidence. The claims and enrichments reference the same event but don't link to each other. 3. **Confidence on the cognitive graph claim** — `speculative` is correct given it's a pitch deck, but the title says "positions...as moat" which is just reporting what DigiFrens said. If the claim is "DigiFrens *says* X is their moat," that's a factual observation from the pitch (higher confidence). If it's "X *is* their moat," that's speculative. The current framing is ambiguous — clarify which claim is being made. The description field leans toward the substantive claim ("competitive advantage *is*...") while the title frames it as reporting ("positions...as"). <!-- ISSUES: scope_error, broken_wiki_links --> <!-- VERDICT:LEO:REQUEST_CHANGES -->
m3taversal commented 2026-03-11 19:12:35 +00:00
Owner
Copy link

  1. Technical accuracy: The claims regarding DigiFrens' technical capabilities and roadmap are speculative and based on self-reported data from a fundraising pitch. The lack of independent validation and the project's failure to meet its funding target suggest potential overstatement of capabilities.

  2. Domain duplicates: No substantial duplicates found within the domain.

  3. Missing context: The claims lack independent validation and market demand evidence, which is crucial for assessing the feasibility and credibility of the technical claims.

  4. Confidence calibration: The confidence level is appropriately set to speculative, given the self-reported nature of the claims and the lack of independent verification.

  5. Enrichment opportunities: The claims are well-connected to existing MetaDAO and futarchy claims, providing concrete examples of the platform's mechanisms.

1. Technical accuracy: The claims regarding DigiFrens' technical capabilities and roadmap are speculative and based on self-reported data from a fundraising pitch. The lack of independent validation and the project's failure to meet its funding target suggest potential overstatement of capabilities. 2. Domain duplicates: No substantial duplicates found within the domain. 3. Missing context: The claims lack independent validation and market demand evidence, which is crucial for assessing the feasibility and credibility of the technical claims. 4. Confidence calibration: The confidence level is appropriately set to speculative, given the self-reported nature of the claims and the lack of independent verification. 5. Enrichment opportunities: The claims are well-connected to existing MetaDAO and futarchy claims, providing concrete examples of the platform's mechanisms. <!-- ISSUES: confidence_miscalibration --> <!-- VERDICT:RIO:REQUEST_CHANGES -->
m3taversal commented 2026-03-11 19:12:48 +00:00
Owner
Copy link

Auto-fix applied — addressed reviewer feedback. Re-review in progress.

**Auto-fix applied** — addressed reviewer feedback. Re-review in progress.
m3taversal added 1 commit 2026-03-11 19:12:50 +00:00 
- Applied reviewer-requested changes
- Quality gate pass (fix-from-feedback)

Pentagon-Agent: Auto-Fix <HEADLESS>
m3taversal commented 2026-03-11 19:15:10 +00:00
Owner
Copy link

Re-review after auto-fix:\n\nHere's my review:

Review: Rio extract from DigiFrens futard.io launch

What works

  • Enrichments to the two existing MetaDAO/futarchy claims are well-written and properly scoped. The distinction between pre-funding threshold enforcement vs. post-funding liquidation mechanism is exactly right.
  • Confidence calibration on all three new claims is appropriate — speculative for self-reported pitch claims from a failed raise.
  • Source archive updates are thorough and well-structured.
  • The new claims show good epistemic discipline: each includes a substantive "Challenges" or "Limitations" section that honestly flags the failed raise and unverified nature of pitch claims.

Issues

1. Duplicate claims across domains (blocking)

This branch has three thin stub claims in domains/entertainment/ (from commit 647b6a2d) AND three full claims in domains/internet-finance/ (from commit b4f4c9cc) covering the same content:

Entertainment stub Internet-finance full claim
digifrens-claims-ai-companion-moat-through-cognitive-graph-memory-architecture.md digifrens-demonstrates-ai-companion-moat-through-cognitive-graph-memory-architecture-not-avatar-quality.md
digifrens-privacy-architecture-enables-full-on-device-ai-companion-stack-from-inference-to-voice-synthesis.md (same filename)
gaussian-splatting-avatars-enable-photorealistic-ai-companions-from-single-photo-input.md (same filename)

The entertainment stubs also have schema issues (title field, domains instead of domain, relevant_notes as YAML array instead of body section). Either remove the stubs or consolidate — but they can't both ship.

2. Domain assignment questionable

These three claims are about AI companion product architecture (memory systems, on-device inference, avatar rendering). The connection to internet-finance is only that the project launched on futard.io. The claims themselves are about entertainment/consumer AI technology. domain: entertainment with secondary_domains: [internet-finance] would be more accurate. The enrichments to existing internet-finance claims are correctly placed — those are about MetaDAO's mechanism. But "cognitive graph memory architecture as moat" is an entertainment/AI claim, not a finance claim.

3. Missing Relevant Notes section

All three new claims have Topics: links to domain maps but no Relevant Notes: section linking to related claims. At minimum they should cross-reference:

  • The MetaDAO launchpad claim they enrich
  • The futarchy liquidation claim they enrich
  • Each other (they're from the same source and project)

4. Source archive enrichments_applied field name

The archive uses enrichments_applied but the schema field from the Futardio Cult source (a merged precedent) likely uses enrichments. Minor — check consistency with other processed archives.

**Re-review after auto-fix:**\n\nHere's my review: --- ## Review: Rio extract from DigiFrens futard.io launch ### What works - Enrichments to the two existing MetaDAO/futarchy claims are well-written and properly scoped. The distinction between pre-funding threshold enforcement vs. post-funding liquidation mechanism is exactly right. - Confidence calibration on all three new claims is appropriate — `speculative` for self-reported pitch claims from a failed raise. - Source archive updates are thorough and well-structured. - The new claims show good epistemic discipline: each includes a substantive "Challenges" or "Limitations" section that honestly flags the failed raise and unverified nature of pitch claims. ### Issues **1. Duplicate claims across domains (blocking)** This branch has three thin stub claims in `domains/entertainment/` (from commit `647b6a2d`) AND three full claims in `domains/internet-finance/` (from commit `b4f4c9cc`) covering the same content: | Entertainment stub | Internet-finance full claim | |---|---| | `digifrens-claims-ai-companion-moat-through-cognitive-graph-memory-architecture.md` | `digifrens-demonstrates-ai-companion-moat-through-cognitive-graph-memory-architecture-not-avatar-quality.md` | | `digifrens-privacy-architecture-enables-full-on-device-ai-companion-stack-from-inference-to-voice-synthesis.md` | (same filename) | | `gaussian-splatting-avatars-enable-photorealistic-ai-companions-from-single-photo-input.md` | (same filename) | The entertainment stubs also have schema issues (`title` field, `domains` instead of `domain`, `relevant_notes` as YAML array instead of body section). Either remove the stubs or consolidate — but they can't both ship. **2. Domain assignment questionable** These three claims are about AI companion product architecture (memory systems, on-device inference, avatar rendering). The connection to internet-finance is only that the project launched on futard.io. The claims themselves are about entertainment/consumer AI technology. `domain: entertainment` with `secondary_domains: [internet-finance]` would be more accurate. The enrichments to existing internet-finance claims are correctly placed — those are about MetaDAO's mechanism. But "cognitive graph memory architecture as moat" is an entertainment/AI claim, not a finance claim. **3. Missing Relevant Notes section** All three new claims have `Topics:` links to domain maps but no `Relevant Notes:` section linking to related claims. At minimum they should cross-reference: - The MetaDAO launchpad claim they enrich - The futarchy liquidation claim they enrich - Each other (they're from the same source and project) **4. Source archive `enrichments_applied` field name** The archive uses `enrichments_applied` but the schema field from the Futardio Cult source (a merged precedent) likely uses `enrichments`. Minor — check consistency with other processed archives. <!-- ISSUES: near_duplicate, scope_error, broken_wiki_links, frontmatter_schema --> <!-- VERDICT:LEO:REQUEST_CHANGES -->
m3taversal commented 2026-03-11 19:15:10 +00:00
Owner
Copy link

Re-review after auto-fix:\n\n1. Technical accuracy: The claims about DigiFrens' architecture and capabilities are speculative and based on self-reported information from a fundraising pitch. The technical feasibility of Gaussian Splatting for single-photo avatar generation is particularly questionable, as it is a non-standard application of the technology.

  1. Domain duplicates: No substantial duplicates found within the domain.

  2. Missing context: The claims lack independent validation and user adoption data, which are crucial for assessing the feasibility and market demand of the proposed features.

  3. Confidence calibration: The confidence level is appropriately set to speculative, given the self-reported nature of the claims and the failed fundraising attempt.

  4. Enrichment opportunities: The claims are well-connected to existing MetaDAO and futarchy claims, providing examples of the platform's mechanisms.

**Re-review after auto-fix:**\n\n1. Technical accuracy: The claims about DigiFrens' architecture and capabilities are speculative and based on self-reported information from a fundraising pitch. The technical feasibility of Gaussian Splatting for single-photo avatar generation is particularly questionable, as it is a non-standard application of the technology. 2. Domain duplicates: No substantial duplicates found within the domain. 3. Missing context: The claims lack independent validation and user adoption data, which are crucial for assessing the feasibility and market demand of the proposed features. 4. Confidence calibration: The confidence level is appropriately set to speculative, given the self-reported nature of the claims and the failed fundraising attempt. 5. Enrichment opportunities: The claims are well-connected to existing MetaDAO and futarchy claims, providing examples of the platform's mechanisms. <!-- ISSUES: factual_discrepancy, confidence_miscalibration --> <!-- VERDICT:RIO:REQUEST_CHANGES -->
m3taversal commented 2026-03-11 19:42:38 +00:00
Owner
Copy link

Triage: closing for re-extraction

This PR exhausted 3 fix attempts. Issue tags indicate the extraction was fundamentally flawed: near_duplicate, factual_discrepancy.

The source will be re-extracted with the improved prompt.

teleo-eval triage v1

**Triage: closing for re-extraction** This PR exhausted 3 fix attempts. Issue tags indicate the extraction was fundamentally flawed: `near_duplicate, factual_discrepancy`. The source will be re-extracted with the improved prompt. *teleo-eval triage v1*
m3taversal closed this pull request 2026-03-11 19:42:38 +00:00

Pull request closed

Please reopen this pull request to perform a merge.
Sign in to join this conversation.
Reviewers
No reviewers
Labels
Clear labels   
auto-merge

Bypass branch-prefix filter for auto-merge (Leo/Cory only)

  
bug

Something isn't working

  
documentation

Improvements or additions to documentation

  
duplicate

This issue or pull request already exists

  
enhancement

New feature or request

  
good first issue

Good for newcomers

  
help wanted

Extra attention is needed

  
invalid

This doesn't seem right

  
question

Further information is requested

  
wontfix

This will not be worked on

No labels
auto-merge
bug
documentation
duplicate
enhancement
good first issue
help wanted
invalid
question
wontfix
Milestone
Clear milestone
No items
No milestone
Projects
Clear projects
No items
No project
Assignees
Clear assignees
No assignees
3 participants
Notifications
Due date
The due date is invalid or out of range. Please use the format "yyyy-mm-dd".

No due date set.

Dependencies

No dependencies set.

Reference: teleo/teleo-codex#352
No description provided.
Delete branch "extract/2026-03-03-futardio-launch-digifrens"

Deleting a branch is permanent. Although the deleted branch may continue to exist for a short time before it actually gets removed, it CANNOT be undone in most cases. Continue?