Unverified50% confidenceFactExact time
Metacognitive Steering is an inference-time controller that guides reasoning by reading the model's current cognitive state and dynamically combining hierarchical interventions, without modifying model parameters.
1
Sources
50%
Confidence
Long-term
Relevance
9/16/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedTool calling allows models to dynamically invoke external functions during inference and incorporate execution results into the context of subsequent reasoning, forming a closed loop of perception, decision-making, and execution.62% similarUnverifiedMechanisms such as Chain-of-Thought, multi-step verification, and self-reflection are implementations of test-time compute scaling.59% similarUnverifiedBy introducing external feedback, ReAct allows models to think while doing and adjust while thinking, effectively mitigating the drift problem of pure reasoning.59% similarUnverified具备元认知的模型会在超出知识边界时主动表达不确定性并建议调用外部工具，而非生成幻觉答案57% similarVerifiedChain-of-Thought（思维链）提示技术通过强制模型先输出中间步骤来部分缓解自回归模型在逻辑推理中的缺陷56% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/924745API
curl https://kongchang.com/api/v1/knowledge/claims/924745MCP
get_claim(id=924745)