François Chollet: Keras, Deep Learning, and the Progress of AI

0:00 – Introduction
1:14 – Self-improving AGI
7:51 – What is intelligence?
15:23 – Science progress
26:57 – Fear of existential threats of AI
28:11 – Surprised by deep learning
30:38 – Keras and TensorFlow 2.0
42:28 – Software engineering on a large team
46:23 – Future of TensorFlow and Keras
47:53 – Current limits of deep learning
58:05 – Program synthesis
1:00:36 – Data and hand-crafting of architectures
1:08:37 – Concerns about short-term threats in AI
1:24:21 – Concerns about long-term existential threats from AI
1:29:11 – Feeling about creating AGI
1:33:49 – Does human-level intelligence need a body?
1:34:19 – Good test for intelligence
1:50:30 – AI winter


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