~/talk

Artificial Intelligence: The Future of Software

Talkat AntarctiConf 2020 · 2020-01-05..01-21· [machine-learning]
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slides:none on file

Overview of modern data-driven AI with concrete examples and numbers: an autonomous Tipsy Robot bar charges by tablet and needs only one human manager; Starship delivery bots operate since 2017 in Hamburg; Google Duplex places salon calls with human-sounding speech (sample transcript shown); generative models create photorealistic faces from 200,000 celebrity images and synthetic Obama clips; deep RL learns Atari Breakout to expert level in ~400–600 games; estimate: 65% of Las Vegas jobs at risk by 2035 and ~50% of US jobs within two decades.

AI-written summary · about

  1. 0:00Introduction
  2. 2:49What is Artificial Intelligence
  3. 7:55Machine Learning
  4. 13:31Deep Learning
  5. 18:49Reinforcement Learning
  6. 24:46Modern DataDriven AI
  7. 26:52Future of AI
  8. 31:57The Big Question
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