I scraped 22 Grokipedia UFO/UAP pages and compiled them into a Karpathy-style LLM knowledge base: 41 cross-referenced wiki articles covering concepts, key figures, events, government programs, and cultural impact.

What the evidence establishes:

1. 91-95% of reports are misidentifications (consistent across Blue Book, Hendry 1979, AARO)
2. A 5-9% residual persists with genuinely unusual characteristics (multi-sensor, hypersonic, transmedium)
3. Zero verified non-terrestrial artifacts in 80 years
4. Every major investigation (US, UK, France, NASA, SETI) independently finds no ET evidence
5. Governments used UFO mythology to cover classified aircraft (documented by AARO 2024)
6. Over-classification of UAP data is real; Congress can't access programs it has authority to review
7. Deep psychological roots: sleep paralysis, cultural feedback loops, cross-cultural parallels
8. The Lazar case rests on testimony alone; credentials fabricated, zero physical evidence after 37 years

Open questions:

• What is the persistent residual?
• What's in the classified sensor data?
• Are military encounters foreign adversary drones?
• Why does the brain produce consistent UFO experiences cross-culturally?

The repo includes a conclusions synthesis and prioritized unanswered questions. Built with Claude using the Karpathy LLM wiki methodology (raw sources immutable, LLM compiles/maintains the wiki layer). Corrections welcome. PRs more welcome!