Levels 9 and 10 of AI adoption: simulating strategies with competing agent organizations

danshipper · x · 2026-11-13

Mike Taylor, head of evals at Every, extends his eight-level AI adoption framework. Most engineers now run several long-running agents with an orchestrator, and Codex/Claude desktop apps make orchestration accessible to nontechnical teams. Levels 9-10 shift from delegation and autonomy to exploration: simulation — modeling the world your agents operate in so strategies can be tested before reality does, e.g. running organizations of competitive agents in multiverse simulations.

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