Continual Learning Is AI's Holy Grail, Argues Joshua Saxe

Drawing on the psychology of crystallized vs. fluid intelligence, Joshua Saxe argues current AI relies on pretrained knowledge and that the next leap requires continual learning—agents that improve over weeks of collaboration like a new employee.

2026-08-26 ~ 2026-08-27 · 2 related posts

• AI agents need fluid intelligence to ramp up like employees — joshua_saxe · 2026-08-26
• Continual Learning is AI's Holy Grail: Fluid intelligence will enable the next capability leap — daniel_mac8 · 2026-08-27