Unverified50% confidenceTradeoffExact time
Input replay is a hidden trap: if the vendor re-bills the prompt on every continuation, a large system prompt will consume the money saved, so input and output tokens should be tracked separately.
1
Sources
50%
Confidence
Long-term
Relevance
10/11/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedFully rebuilding memory from source data each round eliminates stale content but introduces enormous latency and cost overhead and loses the value of cross-session continuity.69% similarUnverifiedThe cached input mechanism skips repeated inference computation by reusing the KV cache for identical prefix content, with cache-hit tokens billed at a lower price.68% similarUnverifiedRunning computer-use agents directly in a user's production environment carries extremely high risk, as a single misclick could cause data loss or workflow interruption.67% similarUnverifiedThe inability to reproduce an issue consistently (the same code and input sometimes working and sometimes not) strongly points to external state such as cache, database, or concurrency being the culprit.66% similarUnverifiedA production environment user reported that the largest source of waste was not redundant inference but re-fetching the same tool data across multiple execution steps.65% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/999894API
curl https://kongchang.com/api/v1/knowledge/claims/999894MCP
get_claim(id=999894)