The 7-Move Field Map — the Next 3 Years of AI as Seven Actions You Can Run This Week

The companion to the video on Jeff Dean's Princeton CS Distinguished Colloquium (February 10, 2026) — 78 minutes in which Google's Chief Scientist mapped where AI is actually going, watched by only about 11,000 people. THIS MAP: (1) ALL 7 MOVES, each with Dean's verbatim receipt from the talk and the exact do-this-week action — the scheduled price collapse (flash beats last-gen pro, every ~6 months), the thinking-time dial behind IMO gold (multiple rollouts + self-review), the agent-manager skill nobody has seniority in, getting your corpus ready for trillion-token context, defaulting to the smallest model that clears your bar (distillation), generating edge cases with world models the way Waymo does, and judging every bet by slope instead of position. (2) THE TWIST FROM THE Q&A — what Dean actually fears (not the machine: undetectable fakes, and unprepared people). (3) THE 7-DAY CHECKLIST — one move a day, under an hour each, pinned over your desk. Every quote verbatim from the talk, linked to the source. Independent field map from Hyperautomation Labs — not affiliated with Google or Princeton.

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