Unverified50% confidenceOpinionExact time
The article recommends using polling as the primary approach for slow AI jobs, supplemented by a backoff strategy (gradually lengthening the interval) to balance real-time responsiveness and server load.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/20/2026
First Seen
Valid until: 1/18/2027
Sources
Related Entities
Related Claims
UnverifiedIn polling scenarios for slow AI jobs, idempotency means every status query changes neither the job state nor triggers a new generation, so the client can safely refresh at high frequency.75% similarUnverified从实验室基准到流畅的具身AI用户体验,仍需解决推理延迟、动作空间泛化等工程难题75% similarUnverifiedWith the introduction of the persistence mechanism, long-running AI tasks (such as large-scale code refactoring or multi-step data processing) can resume from the point of interruption upon failure, reducing retry costs and the risk of losing context.74% similar
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