Nested Learning: Ali Behrouz on the Quest for Continual Learning & Illusion of AI Architectures
3 hours
This week, Cognitive Revolution examined the gap between AI's architectural promises and practical learning capabilities, with Ali Behrouz exploring the limitations of continual learning systems despite their theoretical appeal. The episodes underscore a recurring tension in the field: the distance between how AI systems are designed and what they can actually accomplish in real-world conditions.
Episodes This Week
Full summary
Get a free sample digest — no signup needed
Real AI summaries from top cognitive revolution podcasts, straight to your inbox.
or
No spam, unsubscribe anytime. We'll send one sample digest, then you decide.
Other Weeks
This Week in Cognitive Revolution (Aug 31 - Sep 6, 2026)
2 episodes · Aug 31 – Sep 6
This Week in Cognitive Revolution (Aug 24 - Aug 30, 2026)
2 episodes · Aug 24 – Aug 30
This Week in Cognitive Revolution (Aug 17 - Aug 23, 2026)
1 episode · Aug 17 – Aug 23
This Week in Cognitive Revolution (Aug 10 - Aug 16, 2026)
2 episodes · Aug 10 – Aug 16
This Week in Cognitive Revolution (Aug 3 - Aug 9, 2026)
2 episodes · Aug 3 – Aug 9
This Week in Cognitive Revolution (Jul 27 - Aug 2, 2026)
3 episodes · Jul 27 – Aug 2
This Week in Cognitive Revolution (Jul 6 - Jul 12, 2026)
2 episodes · Jul 6 – Jul 12
This Week in Cognitive Revolution (Jun 29 - Jul 5, 2026)
2 episodes · Jun 29 – Jul 5
This Week in Cognitive Revolution (Jun 22 - Jun 28, 2026)
2 episodes · Jun 22 – Jun 28
This Week in Cognitive Revolution (Jun 15 - Jun 21, 2026)
3 episodes · Jun 15 – Jun 21
This Week in Cognitive Revolution (Jun 8 - Jun 14, 2026)
2 episodes · Jun 8 – Jun 14