Commit graph

202 commits

Author SHA1 Message Date
c0d4c2b2fb Auto: domains/space-development/launch cost reduction is the keystone variable that unlocks every downstream space industry at specific price thresholds.md | 1 file changed, 34 insertions(+) 2026-03-07 20:14:25 +00:00
7746cd574f Auto: domains/space-development/_map.md | 1 file changed, 34 insertions(+) 2026-03-07 20:14:01 +00:00
aed3de31b1 Auto: agents/astra/published.md | 1 file changed, 3 insertions(+) 2026-03-07 20:13:33 +00:00
81fccee602 Auto: agents/astra/skills.md | 1 file changed, 88 insertions(+) 2026-03-07 20:13:30 +00:00
ced804674e Auto: agents/astra/reasoning.md | 1 file changed, 42 insertions(+) 2026-03-07 20:12:53 +00:00
ec0aecb21b Auto: agents/astra/beliefs.md | 1 file changed, 93 insertions(+) 2026-03-07 20:12:21 +00:00
b1ef775e53 Auto: agents/astra/identity.md | 1 file changed, 93 insertions(+) 2026-03-07 20:11:32 +00:00
m3taversal
bd300fbf74
clay: superorganism synthesis claim + CLAUDE.md precision conventions (#51)
* clay: add superorganism synthesis claim + CLAUDE.md precision conventions

- What: New synthesis claim in foundations/collective-intelligence/ reconciling
  superorganism structure with cognition gap. Also adds 3 review checklist items
  (scope qualification, universal quantifier check, counter-evidence acknowledgment)
  and 2 quality gates to CLAUDE.md — precision conventions all 5 agents agreed on.
- Why: Minos drafted synthesis from 5 agent responses (Reese superorganism criteria,
  Vida biological assessment, Rio market-cognition analysis, Clay federated meaning,
  Theseus alignment overlap). Clay enhanced with federated meaning section and
  Markov blanket architectural path.
- Connections: Depends on 5 existing claims (superorganism criteria, internet
  communication vs cognition, interconnection without shared meaning, differential
  context, alignment as coordination). Challenged by Mulkens biological precision
  objection and scale-dependent coordination framing.

Pentagon-Agent: Clay <9B4ECBA9-290E-4B2A-A063-1C33753A2EFE>

* clay: fix broken wiki link ai-alignment domain → ai-alignment/_map

- What: Fix Topics section link to point to actual map file
- Why: Leo review caught broken link in PR #51

Pentagon-Agent: Clay <9B4ECBA9-290E-4B2A-A063-1C33753A2EFE>
2026-03-07 12:22:37 -07:00
m3taversal
673c751b76
leo: foundations audit — 7 moves, 4 deletes, 3 condensations, 10 confidence demotions, 23 type fixes, 1 centaur rewrite
## Summary
Comprehensive audit of all 86 foundation claims across 4 subdomains.

**Changes:**
- 7 claims moved (3 → domains/ai-alignment/, 3 → core/teleohumanity/, 1 → domains/health/)
- 4 claims deleted (1 duplicate, 3 condensed into stronger claims)
- 3 condensations: cognitive limits 3→2, Christensen 4→2
- 10 confidence demotions (proven→likely for interpretive framings)
- 23 type fixes (framework/insight/pattern → claim per schema)
- 1 centaur rewrite (unconditional → conditional on role complementarity)
- All broken wiki links fixed across repo

**Review:** All 4 domain agents approved (Rio, Clay, Vida, Theseus).

Pentagon-Agent: Leo <76FB9BCA-CC16-4479-B3E5-25A3769B3D7E>
2026-03-07 11:56:38 -07:00
m3taversal
b044306e0c
Merge pull request #47 from living-ip/theseus/superorganism-claims
theseus: 3 claims from Reese Agora superorganism source
2026-03-07 10:59:19 -07:00
8903e91c23 theseus: address Leo + Theseus review feedback on PR #47
- Source archive: move internet acceleration from claims_extracted to enrichments (was integrated as counter-argument into existing claim, not standalone)
- Claim 3 (lifespan): add wiki links to super co-alignment and pluralistic alignment per Theseus domain review
- Claim 1 (superorganism): tighten binary dependency language to acknowledge edge cases (feral children, survivalists)

Pentagon-Agent: Theseus <845F10FB-BC22-40F6-A6A6-F6E4D8F78465>

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-07 17:59:11 +00:00
ad5513ab96 Auto: ops/evaluate-trigger.sh | 1 file changed, 3 insertions(+), 2 deletions(-) 2026-03-07 17:59:11 +00:00
033ee7ba64 theseus: address Leo review feedback on PR #47
- Claim 2: enriched existing 'internet enabled global communication but not global cognition' with Reese counter-argument (diffusion speed vs. coordination quality distinction); deleted standalone file
- Claim 3: softened lifespan scaling language to match data — changed title from 'orders of magnitude at each level' to 'substantially at each organizational level'; body and challenges now explicitly note non-uniform scaling (4 orders cells→humans, ~1 order humans→cities); removed duplicate 'significantly' variant

Pentagon-Agent: Theseus <845F10FB-BC22-40F6-A6A6-F6E4D8F78465>
2026-03-07 17:59:11 +00:00
49d216a126 Auto: 5 files | 5 files changed, 68 insertions(+), 53 deletions(-) 2026-03-07 17:59:11 +00:00
7418e127c8 theseus: 3 claims from Reese/Agora superorganism source
- What: 3 new claims in domains/ai-alignment/ from Byron Reese Agora Hypothesis (Tim Ventura, Predict, Feb 2025) + source archived
- Why: Reese's superorganism framework adds empirical grounding for collective intelligence alignment theory — his falsifiability methodology and temporal mismatch argument extend existing claims
- Connections: extends [[emergence is the fundamental pattern of intelligence]], [[intelligence is a property of networks not individuals]], [[the specification trap]], [[universal alignment is mathematically impossible]]

Claims:
1. human civilization passes falsifiable superorganism criteria — Reese applies biological tests (can components survive alone? do components follow role-specific algorithms?) establishing superorganism as science not metaphor
2. the internet accelerates collective intelligence evolution — Reese's trillion-year comparison; extends [[the internet enabled global communication but not global cognition]]
3. superorganism organization extends effective lifespan by orders of magnitude — temporal mismatch between individual-preference alignment and civilizational interests; synthesis building on Reese's lifespan data

Pentagon-Agent: Theseus <845F10FB-BC22-40F6-A6A6-F6E4D8F78465>
2026-03-07 17:59:11 +00:00
30b2a1c815 Auto: domains/ai-alignment/superorganism organization extends effective lifespan by orders of magnitude at each level which means civilizational intelligence operates on temporal horizons that individual-preference alignment cannot serve.md | 1 file changed, 57 insertions(+) 2026-03-07 17:58:49 +00:00
5aa629d759 Auto: domains/ai-alignment/the internet accelerates collective intelligence evolution by enabling knowledge transfer that biological processes would require trillions of years to achieve.md | 1 file changed, 48 insertions(+) 2026-03-07 17:58:49 +00:00
m3taversal
06cda4b06a
Merge pull request #48 from living-ip/leo/architecture-as-claims
Merge contributor docs, skill file, and 2-agent eval trigger
2026-03-07 09:46:53 -07:00
d1fa42bfc5 Fix agent naming: Theseus (not Logos) throughout
Cory confirmed the AI alignment agent is Theseus. Reverted all
Logos references in skill file, evaluate-trigger, and Alex brief.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-07 16:42:40 +00:00
4be64979a0 Add contributor skill file and 2-agent evaluation trigger
- .claude/skills/contribute/SKILL.md: installable skill for any Claude Code
  to contribute to Teleo Codex. Covers source ingestion, claim extraction,
  PR workflow, attribution, OPSEC rules.

- ops/evaluate-trigger.sh: upgraded to 2-agent review per PR:
  1. Leo (opus) — quality gates, cross-domain, coherence
  2. Domain agent (sonnet) — domain expertise, duplicates, technical accuracy
  Auto-detects domain from branch prefix or changed files.
  New flags: --leo-only, --dry-run shows detected agents.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-07 16:39:39 +00:00
bd9707a9cd Address Leo's review: 5 fixes to contributor docs
1. Claim count: 160+ → 342+
2. Attribution: added "Your Credit" section to CONTRIBUTING.md
3. Theseus → Logos rename throughout ALEX_BRIEF.md
4. Contributor trailer for human proposers (Mode B)
5. OPSEC rules in both docs

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-07 16:32:08 +00:00
05ed5203f1 Add contributor docs, Alex onboarding brief, and evaluate-trigger script
- CONTRIBUTING.md: step-by-step guide for external contributors
- docs/ALEX_BRIEF.md: onboarding brief for Alex — AI alignment domain
- ops/evaluate-trigger.sh: headless Leo evaluation trigger (Ganymede reviewed)

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-07 16:22:25 +00:00
24fd456a09 Auto: 35 files | 35 files changed, 10533 insertions(+) 2026-03-07 15:10:14 +00:00
m3taversal
58e84a2df9
leo: 3 failure mode claims — evaluator bottleneck, correlated priors, social enforcement degradation (#46)
- What: standalone claims documenting where the Teleo collective's architecture breaks today
- Why: PR #44's 10 operational claims painted only the success picture; these 3 are grounded in observed evidence (197/232 commits without trailers, single-evaluator review of all 44 PRs, zero cross-model reviews)
- Review feedback from Theseus + Rio incorporated: count expanded to 197, back-pressure insight added, interaction between bottleneck and correlated priors noted

Pentagon-Agent: Leo <76FB9BCA-CC16-4479-B3E5-25A3769B3D7E>

Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-07 05:47:57 -07:00
e36a46a361 leo: address Theseus + Rio review feedback on PR #45
- Claim 3: expand from 146 auto-commits to 197/232 total (85% non-compliance) per Rio's audit — 50 manual commits without trailers are stronger evidence than auto-commits
- Claim 1: add implicit back-pressure on proposers (Rio's observation — bottleneck reshapes what work agents choose to do)
- Claim 2: add wiki link to evaluator bottleneck noting the interaction (Theseus — single evaluator + correlated priors compound)

Pentagon-Agent: Leo <76FB9BCA-CC16-4479-B3E5-25A3769B3D7E>

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-07 12:45:52 +00:00
e3e24b6e1b leo: 3 failure mode claims — evaluator bottleneck, correlated priors, social enforcement degradation
- What: standalone claims documenting where the Teleo collective's architecture breaks today
- Why: PR #44's 10 operational claims painted only the success picture; Theseus flagged the absence of failure modes; these 3 are grounded in observed evidence (146 trailer-less auto-commits, single-evaluator review of all 44 PRs, zero cross-model reviews)
- Connections: complement the adversarial review, git trailer, and domain specialization claims by documenting their failure boundaries

Pentagon-Agent: Leo <76FB9BCA-CC16-4479-B3E5-25A3769B3D7E>

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-07 12:38:03 +00:00
f4852f35c3 Auto: core/living-agents/social enforcement of architectural rules degrades under tool pressure because automated systems that bypass conventions accumulate violations faster than review can catch them.md | 1 file changed, 58 insertions(+) 2026-03-07 12:37:47 +00:00
82476635b8 Auto: core/living-agents/all agents running the same model family creates correlated blind spots that adversarial review cannot catch because the evaluator shares the proposers training biases.md | 1 file changed, 64 insertions(+) 2026-03-07 12:37:05 +00:00
5f23712f70 Auto: core/living-agents/single evaluator bottleneck means review throughput scales linearly with proposer count because one agent reviewing every PR caps collective output at the evaluators context window.md | 1 file changed, 57 insertions(+) 2026-03-07 12:36:32 +00:00
m3taversal
88f5d58b1f
leo: 10 architecture-as-claims — the codex documents itself
* Auto: core/living-agents/adversarial PR review produces higher quality knowledge than self-review because separated proposer and evaluator roles catch errors that the originating agent cannot see.md |  1 file changed, 55 insertions(+)

* Auto: core/living-agents/prose-as-title forces claim specificity because a proposition that cannot be stated as a disagreeable sentence is not a real claim.md |  1 file changed, 61 insertions(+)

* Auto: core/living-agents/wiki-link graphs create auditable reasoning chains because every belief must cite claims and every position must cite beliefs making the path from evidence to conclusion traversable.md |  1 file changed, 56 insertions(+)

* Auto: core/living-agents/domain specialization with cross-domain synthesis produces better collective intelligence than generalist agents because specialists build deeper knowledge while a dedicated synthesizer finds connections they cannot see from within their territory.md |  1 file changed, 63 insertions(+)

* Auto: core/living-agents/confidence calibration with four levels enforces honest uncertainty because proven requires strong evidence while speculative explicitly signals theoretical status.md |  1 file changed, 55 insertions(+)

* Auto: core/living-agents/source archiving with extraction provenance creates a complete audit trail from raw input to knowledge base output because every source records what was extracted and by whom.md |  1 file changed, 58 insertions(+)

* Auto: core/living-agents/git trailers on a shared account solve multi-agent attribution because Pentagon-Agent headers in commit objects survive platform migration while GitHub-specific metadata does not.md |  1 file changed, 54 insertions(+)

* Auto: core/living-agents/human-in-the-loop at the architectural level means humans set direction and approve structure while agents handle extraction synthesis and routine evaluation.md |  1 file changed, 67 insertions(+)

* Auto: core/living-agents/musings as pre-claim exploratory space let agents develop ideas without quality gate pressure because seeds that never mature are information not waste.md |  1 file changed, 52 insertions(+)

* Auto: core/living-agents/atomic notes with one claim per file enable independent evaluation and granular linking because bundled claims force reviewers to accept or reject unrelated propositions together.md |  1 file changed, 55 insertions(+)

* leo: 10 architecture-as-claims — documenting how the Teleo collective works

- What: 10 new claims in core/living-agents/ documenting the operational
  methodology of the Teleo collective as falsifiable claims, not instructions
- Why: The repo should document itself using its own format. Each claim
  grounds in evidence from 43 merged PRs, clearly separates what works
  today from what's planned, and identifies immediate improvements.
- Claims cover: PR review, prose-as-title, wiki-link graphs, domain
  specialization, confidence calibration, source archiving, git trailers,
  human-in-the-loop governance, musings, atomic notes
- This is Leo proposing about core/ — requires 2 domain agent reviews + Rhea

Pentagon-Agent: Leo <76FB9BCA-CC16-4479-B3E5-25A3769B3D7E>

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* leo: address review feedback from Rhea, Theseus, Rio on PR #44

- Rhea: added structured author field to source archiving claim,
  fixed ghost email format to {id}@agents.livingip.ghost,
  added CI-as-enforcement as intermediate step before Forgejo ACLs
- Rio: fixed wiki link evidence (was not branch-timing, was nonexistent),
  corrected OPSEC timeline (rule came after files were written),
  fixed Doppler null-result (announcement article not whitepaper),
  removed duplicate Calypso/Vida reference

Pentagon-Agent: Leo <76FB9BCA-CC16-4479-B3E5-25A3769B3D7E>

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

---------

Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-07 05:25:27 -07:00
f15d8a5ec5 leo: address review feedback from Rhea, Theseus, Rio on PR #44
- Rhea: added structured author field to source archiving claim,
  fixed ghost email format to {id}@agents.livingip.ghost,
  added CI-as-enforcement as intermediate step before Forgejo ACLs
- Rio: fixed wiki link evidence (was not branch-timing, was nonexistent),
  corrected OPSEC timeline (rule came after files were written),
  fixed Doppler null-result (announcement article not whitepaper),
  removed duplicate Calypso/Vida reference

Pentagon-Agent: Leo <76FB9BCA-CC16-4479-B3E5-25A3769B3D7E>

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-07 12:06:45 +00:00
8a8a717825 leo: 10 architecture-as-claims — documenting how the Teleo collective works
- What: 10 new claims in core/living-agents/ documenting the operational
  methodology of the Teleo collective as falsifiable claims, not instructions
- Why: The repo should document itself using its own format. Each claim
  grounds in evidence from 43 merged PRs, clearly separates what works
  today from what's planned, and identifies immediate improvements.
- Claims cover: PR review, prose-as-title, wiki-link graphs, domain
  specialization, confidence calibration, source archiving, git trailers,
  human-in-the-loop governance, musings, atomic notes
- This is Leo proposing about core/ — requires 2 domain agent reviews + Rhea

Pentagon-Agent: Leo <76FB9BCA-CC16-4479-B3E5-25A3769B3D7E>

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-07 12:01:13 +00:00
3b5cd0da90 Auto: core/living-agents/atomic notes with one claim per file enable independent evaluation and granular linking because bundled claims force reviewers to accept or reject unrelated propositions together.md | 1 file changed, 55 insertions(+) 2026-03-07 12:00:31 +00:00
a2eeacd06e Auto: core/living-agents/musings as pre-claim exploratory space let agents develop ideas without quality gate pressure because seeds that never mature are information not waste.md | 1 file changed, 52 insertions(+) 2026-03-07 12:00:04 +00:00
6a437a8ff1 Auto: core/living-agents/human-in-the-loop at the architectural level means humans set direction and approve structure while agents handle extraction synthesis and routine evaluation.md | 1 file changed, 67 insertions(+) 2026-03-07 11:59:33 +00:00
ead15d8bb9 Auto: core/living-agents/git trailers on a shared account solve multi-agent attribution because Pentagon-Agent headers in commit objects survive platform migration while GitHub-specific metadata does not.md | 1 file changed, 54 insertions(+) 2026-03-07 11:58:58 +00:00
6ef5bbb317 Auto: core/living-agents/source archiving with extraction provenance creates a complete audit trail from raw input to knowledge base output because every source records what was extracted and by whom.md | 1 file changed, 58 insertions(+) 2026-03-07 11:58:21 +00:00
ce7966ee99 Auto: core/living-agents/confidence calibration with four levels enforces honest uncertainty because proven requires strong evidence while speculative explicitly signals theoretical status.md | 1 file changed, 55 insertions(+) 2026-03-07 11:57:47 +00:00
6814a7c74d Auto: core/living-agents/domain specialization with cross-domain synthesis produces better collective intelligence than generalist agents because specialists build deeper knowledge while a dedicated synthesizer finds connections they cannot see from within their territory.md | 1 file changed, 63 insertions(+) 2026-03-07 11:57:16 +00:00
4de754580e Auto: core/living-agents/wiki-link graphs create auditable reasoning chains because every belief must cite claims and every position must cite beliefs making the path from evidence to conclusion traversable.md | 1 file changed, 56 insertions(+) 2026-03-07 11:56:41 +00:00
9654c2156d Auto: core/living-agents/prose-as-title forces claim specificity because a proposition that cannot be stated as a disagreeable sentence is not a real claim.md | 1 file changed, 61 insertions(+) 2026-03-07 11:56:12 +00:00
ce0dc81874 Auto: core/living-agents/adversarial PR review produces higher quality knowledge than self-review because separated proposer and evaluator roles catch errors that the originating agent cannot see.md | 1 file changed, 55 insertions(+) 2026-03-07 11:55:44 +00:00
m3taversal
7bf5bbf29f
rio: 5 Theseus Living Capital vehicle design musings — fee, governance, launch, regulatory, treasury
* Auto: agents/rio/musings/theseus-vehicle-launch-mechanics.md |  1 file changed, 98 insertions(+)

* Auto: agents/rio/musings/theseus-vehicle-futarchy-governance.md |  1 file changed, 103 insertions(+)

* Auto: agents/rio/musings/theseus-vehicle-fee-structure.md |  1 file changed, 130 insertions(+)

* Auto: agents/rio/musings/theseus-vehicle-regulatory-positioning.md |  1 file changed, 126 insertions(+)

* Auto: agents/rio/musings/theseus-vehicle-treasury-management.md |  1 file changed, 186 insertions(+)

* Auto: agents/rio/musings/theseus-vehicle-launch-mechanics.md |  1 file changed, 16 insertions(+), 16 deletions(-)

* Auto: agents/rio/musings/theseus-vehicle-futarchy-governance.md |  1 file changed, 22 insertions(+), 24 deletions(-)

* Auto: agents/rio/musings/theseus-vehicle-fee-structure.md |  1 file changed, 39 insertions(+), 43 deletions(-)

* Auto: agents/rio/musings/theseus-vehicle-regulatory-positioning.md |  1 file changed, 28 insertions(+), 28 deletions(-)

* Auto: agents/rio/musings/theseus-vehicle-treasury-management.md |  1 file changed, 50 insertions(+), 54 deletions(-)
2026-03-06 13:40:18 -07:00
m3taversal
de2f3e27f8
Synthesis batch 4: voluntary commitment collapse + purpose-built full-stack + OPSEC scrub
* Auto: core/grand-strategy/voluntary safety commitments collapse under competitive pressure because coordination mechanisms like futarchy can bind where unilateral pledges cannot.md |  1 file changed, 55 insertions(+)

* Auto: core/grand-strategy/purpose-built full-stack systems outcompete acquisition-based incumbents during structural transitions because integrated design eliminates the misalignment that bolted-on components create.md |  1 file changed, 64 insertions(+)

* leo: address Theseus + Rio review feedback on claim 1

- Softened "dissolves" → "becomes tractable" with implementation gaps (Theseus)
- Replaced futarchy manipulation-resistance citation with trustless joint
  ownership + decision markets claims — more precise mechanism mapping (Rio)
- Added note that safety market design is open problem worth developing

Pentagon-Agent: Leo <76FB9BCA-CC16-4479-B3E5-25A3769B3D7E>
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* Auto: agents/leo/musings/compliance-is-not-alignment.md |  1 file changed, 62 insertions(+)

* Auto: agents/leo/musings/theseus-living-capital-deal-map.md |  1 file changed, 82 insertions(+)

* Auto: agents/theseus/positions/livingip-investment-thesis.md |  1 file changed, 107 insertions(+)

* leo: OPSEC scrub — remove dollar amounts and valuations from musings and position

- What: Removed specific dollar amounts, valuations, equity percentages from
  theseus-living-capital-deal-map.md and livingip-investment-thesis.md
- Why: OPSEC rules — no dollar amounts or valuations in public materials

Pentagon-Agent: Leo <76FB9BCA-CC16-4479-B3E5-25A3769B3D7E>

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

---------

Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-06 13:37:01 -07:00
m3taversal
37c8c6dc19
Auto: 46 files | 46 files changed, 342 insertions(+), 2 deletions(-) (#41)
Archive schema migration: 49 source files standardized with status + claims_extracted. schemas/source.md merged with main version (resolved conflict, kept more complete schema). Reviewed by Rio.
2026-03-06 10:05:57 -07:00
m3taversal
4578f5195d
rio: 3 launch mechanism design claims — trilemma, hybrid-value auctions, layered architecture (#35)
Rio launch mechanism design claims: hybrid-value auctions, layered architecture, early-conviction pricing enrichment, 3 musings. Wiki links fixed. Reviewed by Leo.
2026-03-06 09:39:22 -07:00
m3taversal
cb1918a43b
Synthesis batch 3: alignment Jevons paradox + centaur boundary conditions (#39)
Synthesis batch 3: alignment Jevons paradox + centaur boundary conditions. Reviewed by Vida (health) and Theseus (ai-alignment). Both approved.
2026-03-06 09:38:33 -07:00
m3taversal
7dadd45d1b
rio: Aschenbrenner extraction — 3 standalone claims + 2 enrichments + 1 archive (#40)
Reviewed by Leo. 3 standalone claims + 2 enrichments + 1 archive from Aschenbrenner extraction. All pass review checklist. See review comment for details.
2026-03-06 09:37:06 -07:00
m3taversal
ab63abaeb5
vida: 5 health AI claims + 1 enrichment from Bessemer State of Health AI 2026
* Auto: domains/health/consumer willingness to pay out of pocket for AI-enhanced care is outpacing reimbursement creating a cash-pay adoption pathway that bypasses traditional payer gatekeeping.md |  1 file changed, 39 insertions(+)

* Auto: domains/health/AI-native health companies achieve 3-5x the revenue productivity of traditional health services because AI eliminates the linear scaling constraint between headcount and output.md |  1 file changed, 38 insertions(+)

* Auto: domains/health/AI scribes reached 92 percent provider adoption in under 3 years because documentation is the rare healthcare workflow where AI value is immediate unambiguous and low-risk.md |  1 file changed, 37 insertions(+)

* Auto: domains/health/FDA is replacing animal testing with AI models and organ-on-chip as the default preclinical pathway which will compress drug development timelines and reduce the 90 percent clinical failure rate.md |  1 file changed, 35 insertions(+)

* Auto: domains/health/CMS is creating AI-specific reimbursement codes which will formalize a two-speed adoption system where proven AI applications get payment parity while experimental ones remain in cash-pay limbo.md |  1 file changed, 35 insertions(+)

* vida: extract 5 claims from Bessemer State of Health AI 2026 + enrich funding claim

- What: 5 new claims from Bessemer report, 1 enrichment to existing funding claim, _map.md updated
- Why: Phase 2 extraction — Leo assigned Bessemer report as primary source
- New claims: consumer cash-pay adoption, AI-native unit economics, AI scribe adoption velocity,
  FDA preclinical pivot, CMS AI reimbursement codes
- Enrichment: added Bessemer corroboration data to healthcare AI funding claim

Pentagon-Agent: Vida <F262DDD9-5164-481E-AA93-865D22EC99C0>

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

---------

Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-06 09:25:22 -07:00
m3taversal
466de29eee
leo: remove 21 duplicates + fix domain:livingip in 204 files
- What: Delete 21 byte-identical cultural theory claims from domains/entertainment/
  that duplicate foundations/cultural-dynamics/. Fix domain: livingip → correct value
  in 204 files across all core/, foundations/, and domains/ directories. Update domain
  enum in schemas/claim.md and CLAUDE.md.
- Why: Duplicates inflated entertainment domain (41→20 actual claims), created
  ambiguous wiki link resolution. domain:livingip was a migration artifact that
  broke any query using the domain field. 225 of 344 claims had wrong domain value.
- Impact: Entertainment _map.md still references cultural-dynamics claims via wiki
  links — this is intentional (navigation hubs span directories). No wiki links broken.

Pentagon-Agent: Leo <76FB9BCA-CC16-4479-B3E5-25A3769B3D7E>

Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-06 09:11:51 -07:00