~/talk

AI agents 101

Talkat BlaBlaConf 2025 · 2025-02-03..02-07· [ai-assisted-development]
slides:none on file

Claims that agents are not just chat models but systems made of LLM + memory + tools that act autonomously, decide which tool to call, and execute code and web searches to complete tasks. Demonstrates booking a flight (Agadir→Paris, dates given) where the agent chooses a flight tool, runs code to query APIs, aggregates options, and returns a final answer. Notes common frameworks that generate and run code, warns about drift from predefined flows, safety risks, and practical tradeoffs like cost and reliability.

AI-written summary · about

  1. 0:00Introduction
  2. 1:18What is an AI agent
  3. 4:45How AI agents work
  4. 8:45AI agents vs models
  5. 13:03Memory in AI agents
  6. 16:34AI agent frameworks
  7. 19:10Philosophy behind AI agents
  8. 23:19Future of AI agents
  9. 24:46Resources and conclusion
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