~/talk

It AI-n't What You Think!

Talkat Porto Tech Hub Conference 2025 · on Tuesday, 2025-10-07· [ai-assisted-development]
slides:none on file

Claims that large models are accelerated inference not reasoning are backed by examples: asking for a Java stream to count occurrences produces usable code, asking for the most‑repeated character yields nonsense, while the model reliably spots a C++ evaluation‑order bug. Real‑world failures include a United chatbot disclaimer and an Air Canada refund example that ends in court. Conclusion: AI excels as a great investigator and idea generator but is alternative information—inconsistent, trained on humans’ bad code, and unsuitable as a sole source for production solutions.

AI-written summary · about

  1. 0:00Introduction and welcome
  2. 3:33AI excitement and fear
  3. 6:20AI as magic and Clark's laws
  4. 13:12Lessons from history
  5. 20:47AI stands for alternative information
  6. 24:19AI as an investigator and code generator
  7. 31:35AI for ideas not solutions
  8. 38:22AI as a black swan
  9. 43:39AI as the future compiler
  10. 46:09Adapt or get swept away
  11. 49:53Q&A on ethics and skill levels
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