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Titling ran on the user's main chat model, so a five-word title was billed to a frontier reasoning model and inherited its latency. Pinning a cheap model id instead just moves the problem: the hardcoded default was already dead upstream and every call paid a 404 before the retry net caught it. Match model FAMILIES against the provider's live /v1/models catalog, preferring rolling '-latest' aliases where a provider publishes them, and order the families by measured latency. Nothing to bump when a provider ships a new mini/flash/haiku. Opt-in per task, so compression, vision, and search keep 'auto means my chat model'.