Unverified50% confidenceDecision RuleExact time
A truly safe laziness determination requires both semantic equivalence and substitutability to hold simultaneously: not only is the content restated elsewhere, but that place where it is restated must also necessarily appear in all subsequent reachable paths.
1
Sources
50%
Confidence
Long-term
Relevance
10/16/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedScoring the final explanation produced by an agent and constraining the actual operations that generate the explanation are two different things: the former is post-hoc review while the latter is pre-emptive restriction.74% similarUnverifiedFor tasks like contradiction verification that require holistic judgment rather than step-by-step decomposition, a single well-crafted prompt may outperform multi-step reasoning.73% similarUnverifiedThe article recommends retaining a human confirmation step for high-risk actions that is independent of the model's reasoning chain, to avoid delegating authorization decisions entirely to a reasoning chain that may have been poisoned.70% similarUnverifiedThe core enduring pattern advocated in the article is small closed loops, clear ownership, and reversible changes, with automation scope expanded only when the minimum viable loop proves it can improve decisions without concealing risks.70% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1042614API
curl https://kongchang.com/api/v1/knowledge/claims/1042614MCP
get_claim(id=1042614)