# bok-ai-lab-20251114

## events

- Humanities 350 Workshop, Friday November 7
- intro to AI for Humanities research and teaching
- Context Engineering Workshop, Wednesday November 12
- understanding the importance of context, context engineering
- glossary, similar textual "technologies" (indices, concordances, motifs, directories, etc.)
- claude code doc: https://code.claude.com/docs/en/claude_code_docs_map.md
- HLS AI Session, Thursday, November 13

## projects

- templates for learning
- nextjs interview tools
- first proof of concept = QUIZ ON GLOSSARY!!
- like ask Dani what MCP is
- slackbot interview tools
- first proof of concept = QUIZ ON GLOSSARY!!
- like ask Dani what MCP is
- `.claude` template and basic claude code skills tutorial
- notebooks?
-
- internal tools needed to support Bok Projects
- project pack
- planning
- reporting
- workflow automations
- bgf-project-{topic}
- humans-discuss-{topic}
- bots-discuss-{topic}
- documentation of all our ai work (request by hilt, also obviously useful)
- PingPong best practices and demos
-

## links and ideas

### Everyone Hates MCP Now

<iframe width="560" height="315" src="https://www.youtube.com/embed/1piFEKA9XL0?si=CQAZgPWmfHTpu8vE" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe>

Timeline of Links:
- Nov 4, 2024: https://www.anthropic.com/news/model-context-protocol
- April 18, 2025: https://www.anthropic.com/engineering/claude-code-best-practices
- June 13, 2025: https://www.anthropic.com/engineering/multi-agent-research-system
- June 26: 2025: https://www.anthropic.com/engineering/desktop-extensions
- Sept 11, 2025: https://www.anthropic.com/engineering/writing-tools-for-agents
- Sept 29, 2025: https://www.anthropic.com/engineering/effective-context-engineering-for-ai-agents
- Oct 16, 2025: https://www.anthropic.com/engineering/equipping-agents-for-the-real-world-with-agent-skills
- Nov 4, 2025: https://www.anthropic.com/engineering/code-execution-with-mcp
- and... Nov 13, 2025: https://www.anthropic.com/news/disrupting-AI-espionage
- and: [how the Anthropic team uses Claude Code pdf](https://www-cdn.anthropic.com/58284b19e702b49db9302d5b6f135ad8871e7658.pdf)

### and

- **Tsiolkovsky rocket equation.** *While this is a law, its implications can create a paradox: the more fuel you need for a given mass, the more fuel mass you have to carry, and the more fuel you need to move that fuel mass, leading to the "tyranny of the rocket equation".* (from AI overview)
- 5.1 came out (test on evaluations?)
- group chats!
- NotebookLM Deep Research
- ElevenLabs
- Michael Caine
- ElevenLabs Scribe2 transcription API
- WorldLab 3d Sims
- [bok-ai-lab-20251119]