Unverified50% confidenceFactExact time
Two typical failure modes are context loss (a new session loses constraints when re-entering project background, leading to wrong output) and decision reopening (a new session does not know the reasons for earlier decisions and proposes different approaches, leading to renewed debate or feature regression).
1
Sources
50%
Confidence
Long-term
Relevance
10/14/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedOperations such as switching models, switching inference intensity, toggling fast inference mode, compressing conversations, and resuming after cache expiration all cause prompt cache invalidation.78% similarVerifiedPrompt engineering has inherent limitations: the effectiveness of instructions decays over conversation turns (instruction forgetting), and different model versions respond significantly differently to the same instruction.77% similarUnverifiedBoth the ReAct and Plan-and-Execute modes face the problem of error accumulation caused by misjudgments in early steps being accepted as premises by subsequent steps.76% similarUnverifiedThe recommended reset strategy is to proactively start a new conversation session to clear the context and re-describe the problem in more precise natural language when errors have not converged after more than 3 rounds.76% similarUnverifiedAblation experiments show that removing the understand stage only loses fixes for misreading-type tasks, removing the critique stage only loses fixes for rule-omission-type tasks, and the sum of the two gains equals the total gain with no overlapping attribution.76% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1023104API
curl https://kongchang.com/api/v1/knowledge/claims/1023104MCP
get_claim(id=1023104)