Dean Ball: frontier agents will master the physical world soon, no specialist models

deanwball · x · 2026-11-07

Dean Ball argues frontier agents won't stay digital for long — they'll programmatically actuate anything in the physical world, first competently, then at expert level, then superhuman, with frontier models themselves doing it rather than specialist physical-AI models. Cited context: someone had Claude paint a watercolor autumn tree overnight; at 4am the model realized it lacked certain shades, titrated red, sienna and madder on a second palette and matched each pocket against photos, finishing in 303 brush strokes over 4.5 hours.

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