Coasean economics of agent swarms - by Herbie Bradley
pathwaysai.org · 2,724 words · saved by 1 readers
What is continual learning, really?
Despite the immense capabilities of current AI agents, they struggle to absorb new knowledge from their interactions with users, learn user preferences over time, or internalize insights from rare events across their work. It’s now common to talk about how continual learning is a huge missing capability in AI, which if solved could unlock a significantly different shape of intelligence, and further leaps forward. Currently, continual learning is entirely explicit: in the form of increasingly complex harnesses and scaffolds. Massive databases of text files are assembled and injected into the…
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