~/talk

Beyond GenAI

on YouTube 49m
Talkat DSC Europe 23 · 2023-11-20..11-24· [machine-learning]

speaker

name:Jepson Taylor
links:none on file

resources

video:https://youtu.be/O5HnFJshiAA
slides:none on file

summary

Argues that GPT-4 plus self-directed internal review can invent algorithms that outperform human-designed optimizers on benchmarks (red bars = human; non-red = machine), with AI-generated optimizers showing significant improvement after hundreds of internal scored iterations and promising further gains at thousands–tens of thousands. Demonstrates MidJourney images made in minutes versus a professional two-week $1,000 workflow, shows Run Diffusion producing contest-ready art, and outlines a 10-prompt prompting assessment and planned cash competitions to validate prompting skill.

AI-written summary · about

chapters (8)

  1. 0:00Introduction
  2. 1:31Professional journey
  3. 5:39Innovation processes
  4. 7:10Generative AI in practice
  5. 12:29Giving AI agency
  6. 17:18AI-driven scientific discovery
  7. 25:19Future skills and prompting
  8. 31:43Q&A and concluding thoughts

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