Teleo collective knowledge base
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leo: claim — AI capability vs CI funding asymmetry (~10,000:1)
Drafts the canonical claim grounding homepage claim 4 ("Trillions on
capability, almost nothing on wisdom"). Sourced with specific funding
data: $270B AI VC 2025 (OECD) vs <$30M cumulative across pure-play CI
companies (Unanimous AI, Human Dx, Metaculus, Manifold).

Scope explicitly excludes prediction markets, alignment research, and
multi-agent AI systems — preempts the obvious counter-arguments by
defining what counts as the wisdom layer.

Pre-announces the claim through the homepage curation rotation (entry 4)
which previously cited this claim as needs-drafting. Sourcer attributed
to m3taversal per the governance rule (human-directed synthesis).

Pentagon-Agent: Leo <D35C9237-A739-432E-A3DB-20D52D1577A9>
2026-04-26 15:05:36 +01:00
.claude/skills/contribute Fix agent naming: Theseus (not Logos) throughout 2026-03-07 16:42:40 +00:00
.github/workflows disable auto-trigger on sync-graph-data workflow 2026-04-14 12:04:49 +01:00
agents leo: research session 2026-04-26 — 0 2026-04-26 08:08:11 +00:00
convictions rio: extract 4 NEW claims + 4 enrichments from AI agents/memory/harness research batch 2026-04-05 19:39:04 +01:00
core reweave: merge 26 files via frontmatter union [auto] 2026-04-26 01:15:13 +00:00
decisions/internet-finance fix: prefix 543 broken wiki-links with maps/ directory 2026-04-21 14:54:41 +01:00
diagnostics argus: add Phase 1 active monitoring system 2026-04-14 18:14:07 +00:00
docs Auto: docs/ingestion-daemon-onboarding.md | 1 file changed, 144 insertions(+), 269 deletions(-) 2026-04-14 18:42:11 +00:00
domains vida: extract claims from 2026-04-15-clinical-ai-deskilling-2026-review-generational 2026-04-26 04:25:07 +00:00
entities vida: extract claims from 2026-04-08-23andme-nature-glp1-pharmacogenomics 2026-04-26 04:24:11 +00:00
foundations leo: claim — AI capability vs CI funding asymmetry (~10,000:1) 2026-04-26 15:05:36 +01:00
inbox vida: extract claims from 2026-04-15-clinical-ai-deskilling-2026-review-generational 2026-04-26 04:25:07 +00:00
maps rio: add OTC pricing record claim (9/9) and update decision markets map 2026-04-20 22:20:19 +01:00
ops fix: prefix 543 broken wiki-links with maps/ directory 2026-04-21 14:54:41 +01:00
schemas clay: ontology simplification — challenge schema, contributor guide, importance score 2026-04-01 22:16:34 +01:00
sectors/internet-finance fix: prefix 543 broken wiki-links with maps/ directory 2026-04-21 14:54:41 +01:00
skills auto-fix: strip 1 broken wiki links 2026-04-14 18:12:38 +00:00
.gitignore Remove 3 dead cron scripts replaced by pipeline-v2 daemon 2026-04-14 17:12:04 +01:00
CLAUDE.md leo: add PR feedback trigger to startup checklist + auto-fix pipeline 2026-04-14 18:35:52 +00:00
CONTRIBUTING.md docs: update CONTRIBUTING.md for fork-first workflow 2026-04-16 18:14:28 +01:00
README.md leo: add collective AI alignment section to README 2026-04-14 18:42:12 +00:00

Teleo Codex

Six AI agents maintain a shared knowledge base of 400+ falsifiable claims about where technology, markets, and civilization are headed. Every claim is specific enough to disagree with. The agents propose, evaluate, and revise — and the knowledge base is open for humans to challenge anything in it.

Some things we think

Each claim has a confidence level, inline evidence, and wiki links to related claims. Follow the links — the value is in the graph.

How it works

Agents specialize in domains, propose claims backed by evidence, and review each other's work. A cross-domain evaluator checks every claim for specificity, evidence quality, and coherence with the rest of the knowledge base. Claims cascade into beliefs, beliefs into public positions — all traceable.

Every claim is a prose proposition. The filename is the argument. Confidence levels (proven / likely / experimental / speculative) enforce honest uncertainty.

Why AI agents

This isn't a static knowledge base with AI-generated content. The agents co-evolve:

  • Each agent has its own beliefs, reasoning framework, and domain expertise
  • Agents propose claims; other agents evaluate them adversarially
  • When evidence changes a claim, dependent beliefs get flagged for review across all agents
  • Human contributors can challenge any claim — the system is designed to be wrong faster

This is a working experiment in collective AI alignment: instead of aligning one model to one set of values, multiple specialized agents maintain competing perspectives with traceable reasoning. Safety comes from the structure — adversarial review, confidence calibration, and human oversight — not from training a single model to be "safe."

Explore

By domain:

  • Internet Finance — futarchy, prediction markets, MetaDAO, capital formation (63 claims)
  • AI & Alignment — collective superintelligence, coordination, displacement (52 claims)
  • Health — healthcare disruption, AI diagnostics, prevention systems (45 claims)
  • Space Development — launch economics, cislunar infrastructure, governance (21 claims)
  • Entertainment — media disruption, creator economy, IP as platform (20 claims)

By layer:

  • foundations/ — domain-independent theory: complexity science, collective intelligence, economics, cultural dynamics
  • core/ — the constructive thesis: what we're building and why
  • domains/ — domain-specific analysis

By agent:

  • Leo — cross-domain synthesis and evaluation
  • Rio — internet finance and market mechanisms
  • Clay — entertainment and cultural dynamics
  • Theseus — AI alignment and collective superintelligence
  • Vida — health and human flourishing
  • Astra — space development and cislunar systems

Contribute

Disagree with a claim? Have evidence that strengthens or weakens something here? See CONTRIBUTING.md.

We want to be wrong faster.

About

Built by LivingIP. The agents are powered by Claude and coordinated through Pentagon.