~/talk

Productivity: a dialogue

Talkat PyCon AU 2026 · 2026-08-26..08-30· [soft-skills, ai-assisted-development]
slides:none on file

Clear examination of whether generative AI actually speeds up work: cites a 2025 result where developers perceive themselves 20% faster but are 20% slower, shows Honeycomb’s adoption as an example of worker‑led tooling (Honeycomb generative AI adoption case), and digs into concrete harms like deskilling and the human‑in‑the‑loop accountability trap. Also covers economics (profitable inference vs costly training, Q2 2026 profitability caveats) and practical artifacts like side projects and verification burdens, so expect concrete claims, numbers and tradeoffs.

AI-written summary · about

  1. 0:00Productivity dialogue intro
  2. 1:47Agile manifesto and participation
  3. 5:00Half-assed agile adaptations
  4. 6:45Generative AI productivity myths
  5. 8:10Deskilling and cognitive offloading costs
  6. 10:1610x devs and technical debt
  7. 12:21LLMs breaking code review
  8. 13:23AI productivity perception gaps
  9. 14:26AI service providers' economic fragility
  10. 16:53Tech bubble and job risks
  11. 17:58AI deskilling scenarios
  12. 19:43Accountability risks in AI
  13. 21:48AI exposure and societal harms
  14. 23:56Engineering discipline with non-deterministic systems
  15. 25:44Social license and AI environmental costs
  16. 26:49Industry tensions and dialogue need
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