~/talk

Artificial Intelligence vs. Natural Stupidity

Talkat HalfStack Online 2020 · on Friday, 2020-10-02· [machine-learning, large-language-models]
slides:none on file

A set of silly experiments applies practical models to toy problems: a pre-trained TensorFlow.js model predicts FizzBuzz by converting 1–100 into tensors and selecting the highest-probability label, code and model linked; an in-browser trainer at tensorflow-tic-tac-toe.com runs 100-epoch updates from one or two example games and quickly improves play; a face classifier on nickornot.com / declarationofindependencethief.com detects Nicholas Cage–like faces. All projects are open source, runnable in the browser, and demonstrate where AI succeeds and amusingly fails.

AI-written summary · about

  1. 0:00Introduction
  2. 1:27AI vs Natural Stupidity
  3. 3:56Speaker introduction
  4. 9:36AI solving FizzBuzz
  5. 18:04Training AI for Tic-Tac-Toe
  6. 23:16Facial recognition demo
  7. 26:02Closing and resources
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