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Treat Per-Task Model Switching as a Concurrency Protocol

Model switching in AI tasks requires a robust concurrency protocol to ensure reliability.

Switching models for AI tasks is a distributed operation, not a simple settings update. When two switch requests overlap, the completion order may differ from the request order, necessitating a rule for determining which intent prevails. This situation highlights the need for explicit testing of concurrency semantics in task workflows.