~/talk

AI: It AI-n't what you think!

Talkat XConf India 2025 · on Wednesday, 2025-08-13· [ai-assisted-development]
links:none on file
slides:none on file

Claims that large models AI hallucinates facts — examples include a false death report and bogus customer-service refunds — and that generative systems are accelerated inference not intelligence. Practical wins: feeding legacy functions yields pinpoint bug diagnoses, IDE suggestions and bug fixes that often work. Warnings: generated code is inconsistent, unreliable for accountability, and needs human verification. Advice: use models for ideas and code inspection, treat data and requirements as the real asset, and reskill to focus on problem framing, judgment and business agility rather than line-by-line typing.

AI-written summary · about

  1. 0:00Welcome
  2. 3:58Fascination and fear
  3. 8:15Embrace discomfort
  4. 12:16Evolutionary or revolutionary
  5. 18:07Generational tech change
  6. 25:12AI as alternate info
  7. 33:40When AI excels and where it fails
  8. 41:58AI for ideas not solutions
  9. 48:42AI and bad code cycle
  10. 51:19AI as black swan
  11. 56:39Adapting to change
  12. 59:11Skill up don't fear
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