The AI Lab
The workshop where “I should automate this” actually happens. Curated gems on AI, productivity, and automation. Less “the future of work” and more “getting today’s work done.”
💎 Gems
👥 Experts
Alex McFarland
AI systems for creators who ship.
🔗 Sources
NEJM study
Surgical safety checklists reduced complications from 11% to 7% and deaths from 1.5% to 0.8%—not through better training, but through consistent procedures.
Cognitive offloading
Moving instructions from working memory into the environment reduces errors and mental load.
Stop Wasting Time on Claude’s Web
Level up with Claude Code - set up local skill development
🧰 Tools
Claude Skills
Claude Skills Docs.
Google NotebookLM
Your research and thinking partner, grounded in the information you trust, built with the latest Gemini models.
Nano Banana Pro
Image generation model from Google.


