Arguing Machines: Tesla Autopilot vs Neural Network

Arguing machines concept applied to Tesla Autopilot "arguing" with an end-to-end neural network. Disagreement is used to predict challenging situations. It's a simple but powerful method for human supervision of black box AI systems.

OUTLINE:
0:00 Outside intro
1:00 Concept overview
2:46 In-car description of components
3:45 On-road demonstration

LINKS:
Paper: https://arxiv.org/pdf/1710.04459.pdf
Web: https://hcai.mit.edu/arguing-machines/
GitHub: (available soon)

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