# Unified AI Advantage Summit — 3-Day Synthesis

Unified vault synthesizing 10 source vaults via one Opus 4.7 synthesis call.

## Sources

- **s01-5-levels-ai-coding** ("The Dark Factory: How AI is Restructuring Software Engineering") → https://www.youtube.com/watch?v=bDcgHzCBgmQ
  - Source vault: `s01-5-levels-ai-coding`
  - Speakers: Nate B. Jones
- **s04-karpathy-agent-700** ("Auto-Research and the Karpathy Loop: The Future of Autonomous AI Agents") → https://www.youtube.com/watch?v=xnG8h3UnNFI
  - Source vault: `s04-karpathy-agent-700`
  - Speakers: Nate B. Jones
- **s07-chatgpt-images** ("The Structural Shift in AI Image Generation: GPT Image 2 & Claude Design") → https://www.youtube.com/watch?v=brBPsPPyuQM
  - Source vault: `s07-chatgpt-images`
  - Speakers: Nate B. Jones
- **s09-people-getting-promoted** ("The Collapse of the Tech Career Ladder and the Rise of High Agency") → https://www.youtube.com/watch?v=HZ9iL_lFYgQ
  - Source vault: `s09-people-getting-promoted`
  - Speakers: Nate B. Jones
- **s11-wiki-vs-open-brain** ("Andrej Karpathy's AI Wiki vs. OpenBrain: Architecting AI Context Layers") → https://www.youtube.com/watch?v=dxq7WtWxi44
  - Source vault: `s11-wiki-vs-open-brain`
  - Speakers: Nate B. Jones
- **s15-block-layoffs** ("The World Model: How AI Replaces Middle Management") → https://www.youtube.com/watch?v=fm6mYqFAM5c
  - Source vault: `s15-block-layoffs`
  - Speakers: Nate B. Jones
- **s24-prompt-engineering-dead** ("Intent Engineering: The Missing Layer in Enterprise AI") → https://www.youtube.com/watch?v=QWzLPn164w0
  - Source vault: `s24-prompt-engineering-dead`
  - Speakers: Nate B. Jones
- **s25-builders-identity-shift** ("The 2026 AI Builder's Operating System: Shifting from Capability to Cognitive Architecture") → https://www.youtube.com/watch?v=5Di6o6zuMLc
  - Source vault: `s25-builders-identity-shift`
  - Speakers: Nate B. Jones
- **s26-gpt55-claude-gemini** ("GPT-5.5 Review: The New Frontier of AI Work") → https://www.youtube.com/watch?v=9aIYhjeYxzM
  - Source vault: `s26-gpt55-claude-gemini`
  - Speakers: Nate B. Jones
- **s28-5-safe-places** ("Where to Build: The AI Landscape and the Future of the Web") → https://www.youtube.com/watch?v=ib2m9HVX7as
  - Source vault: `s28-5-safe-places`
  - Speakers: Nate B. Jones

## Counts

- Per-day notes (preserved): 372
- Cross-day synthesis notes: 13
- "Related across days" links applied: 159
- Speakers across series: 1 (1 multi-day)

## Entry points

- `_AGENT_PRIMER.md` — full-series expert priming
- `00-index/moc.md` — map of content
- `00-index/glossary.md` — unified glossary
- `00-index/speakers.md` — speaker directory
- `cross-day/` — synthesis-layer notes
- `_QUERY_INDEX.json` — programmatic concept→file map
- `_raw/{day1,day2,day3}/` — original extractions and enrichments