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Sustainable Digital

TalkinItalianat BetterSoftware 2024 · on Friday, 2024-10-11· [web-performance, machine-learning]
links:none on file
slides:none on file

Provides measured per-request energy estimates for web-scale AI and search (e.g., ~0.2 W per Google search; ChatGPT ~3 W, Bloom ~4 W, next‑gen models ~9 W per request) and argues data centers and AI cause quantifiable environmental costs rather than vague guilt. Presents a hardware efficiency ratio (1 W useful → ~27 W total) to illustrate systemic inefficiency, explains how large‑scale inference fanout and water use for cooling multiply the impact, and points to EU regulations and the ‘do‑no‑significant‑harm’ framework as concrete policy levers.

AI-written summary · about

  1. 0:00Digital sustainability intro
  2. 3:56Digital butterfly effect
  3. 8:14Data center energy use
  4. 14:50Device energy efficiency
  5. 20:10Generative AI: how it works
  6. 24:01AI vs search energy use
  7. 28:43AI energy optimization
  8. 30:27EU data center rules
  9. 32:33Digital ecology: data identity
  10. 37:11Q&A
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