~/talk

Understanding Automation

on YouTube 08m
Talkat Artificial Intelligence Conference 2018 New York · 2018-04-30..05-02· [ai-assisted-development]

speakers

name:Ben Lorica
website:https://gradientflow.com/
name:Roger Chen
links:none on file

resources

video:https://youtu.be/dh_87bxIO60
slides:none on file

summary

A recent survey finds over half of companies plan to use deep learning and industry work combines methods (deep learning plus structured domain knowledge) to cut data needs; deep reinforcement learning is more data hungry but already shows wins — RL applied to data center energy savings and deployed industrially at Banzai — while enterprise automation appears on a spectrum with early adoption in IT and DB management; main bottleneck is lack of skilled people.

AI-written summary · about

chapters (11)

  1. 0:00Intro
  2. 1:21Some of the best breakthroughs
  3. 1:39Reinforcement learning
  4. 2:18Challenges
  5. 3:15Automation
  6. 3:40Selfdriving car example
  7. 4:02IT and software development
  8. 4:34Chatbots
  9. 4:54Building Blocks
  10. 6:20New Paradigm
  11. 6:49Conclusion

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