Unverified50% confidenceFactExact time
Over-restoration refers to adding too much speculative content during the restoration process, causing the restored result to deviate from historical truth and potentially misleading public perception.
1
Sources
50%
Confidence
Long-term
Relevance
10/25/2026
First Seen
Sources
Related Entities
Related Claims
Unverified自回归解码存在结构性缺陷，早期输出偏离事实会导致后续内容在错误方向上越走越远，形成雪崩效应72% similarUnverifiedDigital restoration faces challenges: missing fragments may lead to excessive speculation, and different scholars may dispute restoration schemes.71% similarUnverifiedHindsight is used to look back at similar historical failures, previously attempted fixes, and related version changes, proactively surfacing historical solutions when new problems arise.66% similarUnverifiedPossibly breaking changes include renaming enum values, tightening validation schemas, and removing response properties.65% similarUnverifiedContext rebuilding (re-summarizing historical conversation, re-fetching system instructions, re-assembling tool definitions) consumes a large number of tokens; once rebuilding exhausts the remaining budget, model output becomes noticeably shorter, gets truncated, or loses memory mid-reasoning.64% similar
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