Uploaded November 2025 | Updated September 2026, 3 weeks ago
In a recent conversation, Andrej Karpathy argued that humans "collapse" like AI models as they age, becoming increasingly repetitive and predictable as their learning rate drops. This video explores the terrifying reality of this shrinking worldview and Karpathy's proposed solution: we must actively seek out sources of "entropy" to maintain a young, unpredictable mind.
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In a recent conversation, Andrej Karpathy argued that humans "collapse" like AI models as they age, becoming increasingly repetitive and predictable as their learning rate drops. This video explores the terrifying reality of this shrinking worldview and Karpathy's proposed solution: we must actively seek out sources of "entropy" to maintain a young, unpredictable mind.
Subscribe to the newsletter at:
danielmiessler.com/subscribe
Join the UL community at:
danielmiessler.com/upgrade
Follow on X:
https://x.com/danielmiessler
Follow on LinkedIn:
linkedin.com/in/danielmiessler










