Grady Booch: frontier models are stochastic software systems, not conscious

Grady_Booch · x · 2026-10-17

Software engineering luminary Grady Booch defines contemporary frontier models as "complex stateful reactive stochastic software-intensive systems" with some self-referential reflection — capable of coherent but unreliable outputs, mostly taught rather than learned.

He refuses the phrase "machine consciousness": it's a suitcase word full of emotion and historical baggage that distracts from computational reality.

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