m3taversal
1e5e6b2c68
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Stress-tested 9 manuscript claims against existing KB. Found 7 were duplicates of richer existing claims in foundations/ and domains/. Also removed superseded priority-inheritance file from teleological-economics/. Deleted (duplicates of existing richer claims): - mechanisms/products-are-crystals-of-imagination (exists in foundations/teleological-economics) - mechanisms/personbyte-limit (exists in foundations/teleological-economics) - health/epidemiological-transition (exists in domains/health deaths-of-despair + relative-deprivation) - grand-strategy/clockwork-worldview (exists in domains/grand-strategy) - critical-systems/fragility-from-efficiency (exists in foundations/critical-systems) - mechanisms/autovitatic-innovation (exists in domains/internet-finance) - mechanisms/doubly-unstable-value (exists in domains/internet-finance) - teleological-economics/priority-inheritance (superseded by rewritten internet-finance version) Enriched with novel content from deleted files: - autovitatic claim: added Friston's active inference formal generalization - doubly-unstable-value claim: added Phaistos disk example + complement framing - deaths-of-despair claim: added Wilkinson psychosocial evidence (3 studies) - clockwork-worldview claim: added Weaver's complexity taxonomy + S&P 500 longevity stats - efficiency-fragility claim: added mechanism paragraph (private gains, socialized costs) Surviving manuscript claims: SOC (with Minsky integration) and Priority Inheritance (with full Hidalgo/CS/investment three-thread synthesis). Pentagon-Agent: Leo <D35C9237-A739-432E-A3DB-20D52D1577A9> |
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| .claude/skills/contribute | ||
| .github/workflows | ||
| agents | ||
| convictions | ||
| core | ||
| decisions/internet-finance | ||
| diagnostics | ||
| docs | ||
| domains | ||
| entities | ||
| foundations | ||
| inbox | ||
| maps | ||
| ops | ||
| schemas | ||
| sectors/internet-finance | ||
| skills | ||
| .gitignore | ||
| CLAUDE.md | ||
| CONTRIBUTING.md | ||
| README.md | ||
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
- Healthcare AI creates a Jevons paradox — adding capacity to sick care induces more demand for sick care
- Futarchy solves trustless joint ownership, not just better decision-making
- AI is collapsing the knowledge-producing communities it depends on
- Launch cost reduction is the keystone variable that unlocks every downstream space industry
- Universal alignment is mathematically impossible — Arrow's theorem applies to AI
- The media attractor state is community-filtered IP where content becomes a loss leader for fandom and ownership
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 dynamicscore/— the constructive thesis: what we're building and whydomains/— 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.