Unverified50% confidenceFactExact time
A decision boundary that is too simple may lead to underfitting, while one that is too convoluted may lead to overfitting.
1
Sources
50%
Confidence
Long-term
Relevance
10/25/2026
First Seen
Sources
Related Entities
Related Claims
VerifiedIn chunking strategies, chunks that are too large cause semantic focus to blur, while chunks that are too small cause context fragmentation; fixed-window, sentence-level, and semantic-boundary recursive chunking each involve trade-offs in different scenarios, with no universally optimal solution.76% similarUnverifiedAs the number of categories grows and boundaries become more subtle, a pure prompt-based approach will quickly hit a ceiling, exhibiting problems such as modifications affecting the entire system, difficulty with regression testing, and costs rising linearly with call volume.72% similarUnverifiedPrompt chunking introduces additional inference overhead, and the semantic fragmentation between chunks may weaken compositional consistency.71% similarUnverifiedAn increase in options leads to 'choice overload,' raises expectations, and triggers a stronger sense of 'regret.'71% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1097507API
curl https://kongchang.com/api/v1/knowledge/claims/1097507MCP
get_claim(id=1097507)