~/talk

AI: Best Janitor or Worst Superhero?

Talkat BSidesSF 2024 · 2024-05-04..05-05· [ai-assisted-development]
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slides:none on file

Generative AI is useful now for mundane work: it drafts job descriptions, writes Python to avoid math errors, autofills security questionnaires, creates config files and slide images (the images sometimes add unexplained cats), and can save 2–3 hours on tedious tasks. Models used include ChatGPT, Co‑pilot, Claude, MetaLlama and local Hugging Face variants; quality varies and offline models run slower or lower fidelity. Hallucinations occur (made‑up refund policies), so require human in the loop and expect it to get 80% there not produce miracles.

AI-written summary · about

  1. 0:00Introduction and title explanation
  2. 3:12AI hype and overpromising risks
  3. 9:13Hype cycle and market trends
  4. 13:48Why generative AI is different
  5. 16:55Strengths and weaknesses of AI
  6. 24:47AI as a janitor not superhero
  7. 29:00Practical guidance and takeaways
  8. 30:23Q&A session
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