Unverified50% confidenceDecision RuleExact time
Checklist-type assertions (number of tools, feature cells, version pinning) decay on a weekly basis, whereas structural assertions (loop taxonomy, subsystem anatomy, missing items) have so far proven durable.
1
Sources
50%
Confidence
Long-term
Relevance
10/14/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedContext compaction is lossy: the original tool call details, intermediate reasoning steps, and wording are all lost, with only the key points captured by the summary retained.67% similarUnverifiedArchiving the toolkit together with locked dependency versions is standard practice in reproducibility research, eliminating numerical inconsistencies caused by differences in library versions.63% similarUnverifiedWhen tool descriptions fill the context window, models are more prone to selecting the wrong tool among many similar ones.62% similarUnverifiedWhen multiple tools are semantically similar, the model's tool selection is essentially a multi-class classification problem, and the more candidate classes there are, the higher the misclassification rate.62% similarUnverifiedThe summarization mechanism causes information loss, so rules for "what the summary retains" need to be well designed, for example retaining key data, conclusions, and to-do items and discarding lengthy reasoning processes.62% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1030515API
curl https://kongchang.com/api/v1/knowledge/claims/1030515MCP
get_claim(id=1030515)