Unverified50% confidenceDecision RuleExact time
Deployment principles are layered by interaction form: interactive interfaces should keep perceived latency under 2 seconds and basically should not use reasoning models; asynchronous tasks put reasoning into overnight batch processing; with a human in the loop, running reasoning is fine but leaving the user waiting alone is not; agent loops should limit the number of iterations.
1
Sources
50%
Confidence
Long-term
Relevance
10/15/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedFor interactive interfaces, response speed is the lifeblood of the experience; without sufficiently low latency, Intelligent UI can only remain at the conceptual stage.74% similarUnverified"Using up rounds" refers to forced termination after the agent framework exhausts the maximum number of interaction steps set for a single task, which is especially pronounced with reasoning models because their extensive chain-of-thought consumes action quotas.74% similarUnverified全双工架构使模型能够实时决策何时打断、何时等待、何时继续，跟上打断、停顿、纠错等对话节奏73% similarUnverifiedTrigger mechanisms for implementing proactive Agents include, in addition to scheduled execution, event-driven, condition-triggered, and signal subscription approaches.72% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1038488API
curl https://kongchang.com/api/v1/knowledge/claims/1038488MCP
get_claim(id=1038488)