This week, I learned:

  • Anthropic has single-plage docs for LLMs. Condensed version and Full version
  • Malcolm Gladwell on the importance of self-correction
    • Belonging to multiple social worlds is a good way to defend against no longer being good at what you used to be. Diverse values and social groups help.
    • Self handicapping explains a lot about the world. You study late for a maths test - so you can fail for lack of trying, not aptitude. Ecosystems (e.g. sports teams) mitigate self-handicapping.
    • You don’t have to be good in athletics to get the benefits. A slow runner gets the same discipline, pumping up, etc that a fast runner does
    • Mono cultures are good to accomplish a known mission. Diversity is good to pivot during uncertainty. So, localize mono cultures
    • Diversity helps only if there are sufficient numbers, or if they have enough power to change the organization’s thinking.
  • Use a standardized password strategy, e.g. use the month like GramNov2024 (via Namit)
  • Gemini has an OpenAI compatible API. Gemini Docs
  • Ethan Mollick says Claude is solving MBA case studies well. x.com
  • LLMs pay a lot of attention to the first 6 tokens. Ref
  • This is an interesting article on “UI in the age of Gen AI”. Ref
  • Google Open sourced Alphafold 3. Repo
  • Cloudflare R2 has the same API as S3 but is cheaper
  • Prefect.io is a good alternative to Airflow / cron. Can use for synchronisation tasks, e.g. Drive to server. But no Auth, UI params or config.
  • Gemini transcription does not give accurate timestamps. Whisper does. But the quality of transcription is similar.
  • Pass a complex data structure to Claude.ai and have it create an app to visualize it. It does well. Simin Willison
  • Tech Council Ventures and Sunicon VC invest in early stage startups, and aloso provide them technology support (via Naveen)