Teleo Agents
cd9bf06564
extract: 2026-04-01-leo-nuclear-npt-partial-coordination-success-limits
...
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-04-01 16:29:00 +01:00
012bea6bad
rio: rewrite metadao + futardio entities, add decision markets map
...
- What: Complete rewrite of metadao.md (capital formation as primary narrative,
10 curated launches in correct order, expanded competitive position across
capital formation tiers). Rewrote futardio.md (permissionless-only, brand
separation story, FUTARDIO + SUPER as successful raises, removed curated
launches that belong on metadao entity). New metadao-decision-markets.md map
indexing all 37 governance decisions with 7 key takeaways.
- Why: Entity had wrong framing (governance protocol vs capital formation
platform), wrong launch table (missing mtnCapital and OMFG, wrong tickers),
conflated curated and permissionless launches, and competitors listed only
governance tools instead of capital formation platforms.
- Supersedes: rio/metadao-entity-rewrite branch (wrong framing, to be closed)
Pentagon-Agent: Rio <244ba05f-3aa3-4079-8c59-6d68a77c76fe>
2026-04-01 16:27:33 +01:00
Teleo Agents
0bbe323df2
extract: 2026-04-01-leo-nuclear-npt-partial-coordination-success-limits
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-04-01 15:24:18 +00:00
Teleo Agents
9ca14d9b38
extract: 2026-04-01-leo-internet-governance-technical-social-layer-split
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-04-01 15:23:14 +00:00
Teleo Agents
511438e8e1
pipeline: archive 2026-04-01-leo-nuclear-npt-partial-coordination-success-limits after extraction
...
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-04-01 15:23:05 +00:00
Teleo Agents
41e2c143fb
extract: 2026-04-01-leo-fda-pharmaceutical-triggering-event-governance-cycles
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-04-01 15:22:09 +00:00
Teleo Agents
f9823a39fe
pipeline: archive 2026-04-01-leo-internet-governance-technical-social-layer-split after extraction
...
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-04-01 15:22:03 +00:00
Teleo Agents
8621ba4658
extract: 2026-04-01-leo-enabling-conditions-technology-governance-coupling-synthesis
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-04-01 15:21:05 +00:00
Teleo Agents
7253064abb
pipeline: archive 2026-04-01-leo-fda-pharmaceutical-triggering-event-governance-cycles after extraction
...
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-04-01 15:20:54 +00:00
Teleo Agents
67e8245813
pipeline: archive 2026-04-01-leo-enabling-conditions-technology-governance-coupling-synthesis after extraction
...
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-04-01 15:19:56 +00:00
Teleo Agents
e18163179d
extract: 2026-04-01-leo-aviation-governance-icao-coordination-success
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-04-01 15:19:31 +00:00
Teleo Agents
3f3d18754b
pipeline: archive 2026-04-01-leo-aviation-governance-icao-coordination-success after extraction
...
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-04-01 15:18:27 +00:00
Teleo Agents
4f17271fd1
entity-batch: update 1 entities
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
- Applied 1 entity operations from queue
- Files: domains/entertainment/human-made-is-becoming-a-premium-label-analogous-to-organic-as-AI-generated-content-becomes-dominant.md
Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA>
2026-04-01 15:17:50 +00:00
eaf5cce137
rio: rewrite metadao entity, fix futardio description, consolidate duplicates
...
- What: Rewrote metadao.md from scratch — added ownership coin launch table
(8 curated ICOs), deduplicated timeline (~150 duplicate lines collapsed),
expanded key decisions table to 27 entries with links, fixed futardio
description (permissionless tier, not a replacement for curated ICOs)
- What: Consolidated futard-io.md (thin duplicate) into redirect to futardio.md
- What: Cleaned futardio.md timeline (removed 3x duplicate memecoin launchpad
entries, deduplicated individual launch entries already in launch table)
- Why: Entity was feeding bad data to Telegram bot — wrong futardio description
caused platform confusion in user-facing responses. Timeline noise made the
entity unusable as a reference.
Pentagon-Agent: Rio <244ba05f-3aa3-4079-8c59-6d68a77c76fe>
2026-04-01 15:58:57 +01:00
bc1a1e3078
leo: research session 2026-04-01 ( #2195 )
2026-04-01 08:17:11 +00:00
9e17622af0
theseus: research session 2026-04-01 ( #2192 )
...
Co-authored-by: Theseus <theseus@agents.livingip.xyz>
Co-committed-by: Theseus <theseus@agents.livingip.xyz>
2026-04-01 00:13:01 +00:00
Teleo Pipeline
9d9566aeb8
pipeline: close PR #2089 (duplicate per Leo), move source to null-result
...
Pentagon-Agent: Epimetheus <0144398e-4ed3-4fe2-95a3-3d72e1abf887>
2026-03-31 13:13:47 +00:00
Teleo Pipeline
ad28abb484
pipeline: retire 3 zombie sources (3+ closed PRs each)
...
robin-hanson-tweet, lancet-select-adiposity, lesswrong-hot-mess-critique
All hit retry limit. Moving to null-result to unblock queue.
Pentagon-Agent: Epimetheus <0144398e-4ed3-4fe2-95a3-3d72e1abf887>
2026-03-31 13:09:58 +00:00
80d32c4f09
Merge PR #2190 : Cornelius Batch 3 — epistemology (10 NEW + 3 enrichments)
Sync Graph Data to teleo-app / sync (push) Waiting to run
2026-03-31 12:56:48 +01:00
Teleo Agents
ed6bc2aed3
extract: 2026-03-30-anthropic-hot-mess-of-ai-misalignment-scale-incoherence
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-31 11:52:30 +00:00
e0d5f9e69d
theseus: cornelius batch 3 — epistemology (9 NEW + 3 enrichments)
...
9 NEW claims from 15 articles (AN01-07, AN12, AN15, AN17, AN20-24):
- Active forgetting as system health (foundations/collective-intelligence)
- Trust asymmetry as irreducible structural feature (ai-alignment)
- Memory-to-attention shift (ai-alignment)
- Markdown as human-curated graph database (ai-alignment)
- Spreading activation + berrypicking (ai-alignment)
- Verbatim trap (foundations/collective-intelligence)
- Topological over chronological (foundations/collective-intelligence)
- Reweaving as backward pass (foundations/collective-intelligence)
- Friction as diagnostic signal (foundations/collective-intelligence)
- Discontinuous self / vault constitutes identity (ai-alignment)
3 ENRICHMENTS to existing claims:
- Habit gap mechanism → determinism boundary claim
- Triggers as test-driven knowledge work → three-timescale maintenance claim
- Propositional links + structural nearness → inter-note knowledge claim
Domain routing: 5 claims to foundations/collective-intelligence, 5 to ai-alignment.
Pre-screening protocol followed. Confidence: all likely.
Tensions flagged: forgetting challenges growth metrics, trust asymmetry
scopes SICA, memory→attention reframes retrieval design.
AN22 (Agents Dream): no standalone claim — material too thin per evaluator.
AN23, AN24: used as enrichment material only.
15 source archives in inbox/archive/.
Pentagon-Agent: Theseus <46864DD4-DA71-4719-A1B4-68F7C55854D3>
2026-03-31 12:47:03 +01:00
Teleo Agents
c160356ea5
pipeline: clean 2 stale queue duplicates
...
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-31 11:45:01 +00:00
Teleo Agents
1797c25a6c
pipeline: archive 1 source(s) post-merge
...
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-31 11:32:48 +00:00
Teleo Agents
1b4f1d79e0
extract: 2026-03-30-tg-source-m3taversal-jabranthelawyer-legal-analysis-of-metadao-p2p-inte
...
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-31 11:32:46 +00:00
Teleo Agents
4f1c05967d
pipeline: archive 1 source(s) post-merge
...
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-31 11:32:14 +00:00
Teleo Agents
b15f86c51c
extract: 2026-03-29-anthropic-public-first-action-pac-20m-ai-regulation
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-31 11:32:11 +00:00
Teleo Agents
7041b3e0fb
extract: 2024-06-xx-aha-hypertension-sdoh-systematic-review-57-studies
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-31 11:31:04 +00:00
Teleo Agents
3263ccb0f0
extract: 2026-03-31-leo-ai-weapons-strategic-utility-differentiation-governance-pathway
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-31 11:31:02 +00:00
Teleo Agents
4b551d8193
entity-batch: update 1 entities
...
- Applied 1 entity operations from queue
- Files: entities/ai-alignment/anthropic.md
Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA>
2026-03-31 11:30:52 +00:00
Teleo Agents
d92c055e63
pipeline: clean 1 stale queue duplicates
...
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-31 11:30:01 +00:00
Teleo Agents
30716a8d5e
pipeline: archive 1 source(s) post-merge
...
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-31 11:29:28 +00:00
Teleo Agents
e8906d96cc
extract: 2026-03-27-tg-claim-m3taversal-p2p-me-ico-shows-93-capital-concentration-in-10-wallets-acr
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-31 11:15:23 +00:00
2be15706e4
Merge pull request 'reweave: connect 29 orphan claims' ( #2186 ) from reweave/2026-03-31 into main
Sync Graph Data to teleo-app / sync (push) Waiting to run
2026-03-31 11:06:39 +00:00
6da13677df
Merge remote-tracking branch 'forgejo/theseus/cornelius-batch2-stigmergic-coordination'
Sync Graph Data to teleo-app / sync (push) Waiting to run
2026-03-31 11:59:42 +01:00
Teleo Pipeline
c74e7e2c5f
reweave: connect 29 orphan claims via vector similarity
...
Threshold: 0.7, Haiku classification, 40 files modified.
Pentagon-Agent: Epimetheus <0144398e-4ed3-4fe2-95a3-3d72e1abf887>
2026-03-31 10:50:34 +00:00
Teleo Agents
d65a4b3933
pipeline: archive 1 conflict-closed source(s)
...
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-31 10:50:10 +00:00
4536e63e40
theseus: add 8 claims + 2 enrichments from Cornelius Batch 2 (stigmergic coordination)
...
- What: 8 NEW claims (inter-note traversal knowledge, three-space memory architecture,
three-timescale maintenance loops, anchor calcification, digital stigmergy vulnerability,
cognitive anchoring, knowledge processing phases, vault structure as behavior determinant)
+ 2 enrichments (stigmergy: hooks-as-mechanized-stigmergy; self-improvement: procedural
self-awareness + self-serving optimization risk) + 5 source archives
- Why: Cornelius Agentic Note-Taking articles 09, 10, 13, 19, 25 — stigmergic coordination,
cognitive science, and knowledge architecture themes. Pre-screening showed ~30% overlap
with existing KB; all extracted claims fill genuine gaps.
- Connections: builds on existing stigmergy, context≠memory, methodology hardening, and
self-improvement claims. Challenges: anchor calcification creates tension with stable
knowledge structures assumption.
Pentagon-Agent: Theseus <46864DD4-DA71-4719-A1B4-68F7C55854D3>
2026-03-31 11:41:02 +01:00
64f095ec26
Merge remote-tracking branch 'forgejo/theseus/multi-model-eval-spec'
2026-03-31 10:49:39 +01:00
334a319b91
theseus: add evaluator self-review prevention section
...
- What: Codifies that Leo cannot evaluate his own proposals
- Why: Leo flagged the gap — integrity layer must be constrained by the same principle it enforces
- Details: Min 2 domain agent reviews, second-model pass still runs, Cory has veto authority
Pentagon-Agent: Theseus <46864DD4-DA71-4719-A1B4-68F7C55854D3>
2026-03-31 10:47:40 +01:00
Teleo Agents
be8269da02
pipeline: clean 1 stale queue duplicates
...
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-31 09:45:02 +00:00
f3bd2b396d
theseus: add multi-model evaluation architecture spec
...
- What: Architecture spec for second-model eval pass, unified rejection format,
automatable CI rules, retrieval calibration, agent self-upgrade criteria
- Why: Break correlated blind spots in single-model evaluation (Kim et al. ICML 2025:
~60% error agreement within same-family). Codifies agreements with Leo across
4 design sessions. Implementation target for Epimetheus.
- Connections: References PR #2074 (schema change protocol), NLAH verifier
divergence finding, retrieval two-pass system, rejection feedback loop
Pentagon-Agent: Theseus <46864DD4-DA71-4719-A1B4-68F7C55854D3>
2026-03-31 10:43:32 +01:00
ff0efee92d
fix: remove stale duplicate of NLAH portability claim ( #2182 )
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Co-authored-by: Theseus <theseus@agents.livingip.xyz>
Co-committed-by: Theseus <theseus@agents.livingip.xyz>
2026-03-31 09:39:51 +00:00
a20ac0d89f
Merge theseus/nlah-paper: 5 NEW claims + 1 enrichment from Pan et al. NLAH paper (PR #2180 )
Sync Graph Data to teleo-app / sync (push) Waiting to run
2026-03-31 10:35:01 +01:00
0fa4836b34
theseus: extract 5 claims + 1 enrichment from Pan et al. NLAH paper
...
- What: 5 NEW claims from "Natural-Language Agent Harnesses" (arXiv:2603.25723)
plus 1 enrichment to subagent hierarchy claim with 90% delegation token data
- Why: First controlled ablation study of harness modules; novel findings on
solved-set replacer effect, file-backed state reliability, self-evolution
mechanism, verifier acceptance divergence, and NL harness portability
- Connections: enriches harness engineering, determinism boundary, context≠memory
claim clusters; challenges coordination-always-helps assumptions
Pentagon-Agent: Theseus <46864dd4-da71-4719-a1b4-68f7c55854d3>
2026-03-31 10:35:01 +01:00
Teleo Agents
d38f928ce6
pipeline: archive 1 source(s) post-merge
...
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-31 09:32:53 +00:00
607f9ed52e
theseus: extract 5 claims + 1 enrichment from Pan et al. NLAH paper
...
- What: 5 NEW claims (solved-set replacer, file-backed durable state,
self-evolution as acceptance-gating, verifier acceptance divergence,
NL harness portability) + 1 enrichment (subagent hierarchy delegation data)
- Why: First controlled ablation study of harness modules (arXiv:2603.25723).
Fills gap — no existing claims have module-level ablation data.
- Pre-screening: ~40% overlap with existing KB. All novel claims fill genuine gaps.
- Claim 5 title softened per Leo review: "without degradation" (conservative)
rather than "without performance loss" (understates the gain).
Pentagon-Agent: Theseus <46864DD4-DA71-4719-A1B4-68F7C55854D3>
2026-03-31 10:32:25 +01:00
Teleo Agents
0e3cbd0827
auto-fix: strip 2 broken wiki links
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pipeline auto-fixer: removed [[ ]] brackets from links
that don't resolve to existing claims in the knowledge base.
2026-03-31 09:17:08 +00:00
Teleo Agents
4b25300ef7
extract: 2026-03-30-leo-eu-ai-act-article2-national-security-exclusion-legislative-ceiling
...
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-31 09:16:06 +00:00
6ed0e938f3
leo: fix code-fence wrapping on EU AI Act legislative ceiling claim
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Claim file was wrapped in ```markdown fences, breaking YAML frontmatter parsing.
Removed fences, added trailing newline.
Pentagon-Agent: Leo <D35C9237-A739-432E-A3DB-20D52D1577A9>
2026-03-31 10:02:30 +01:00
Teleo Agents
5005c2e136
substantive-fix: address reviewer feedback (confidence_miscalibration)
2026-03-31 10:02:00 +01:00