Unverified50% confidenceFactExact time
In the field of automatic summarization, qualifiers such as "only," "except," and "unless" carry the truth conditions of a proposition, and omitting them leads to semantic drift.
1
Sources
50%
Confidence
Long-term
Relevance
10/19/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe original article suggests that summaries should retain dates, exceptions, preconditions, and qualifiers such as "only," and must not flatten these elements for the sake of conciseness.75% similarUnverified'Unavailable' and 'not applicable' require different handling logic: the former is a temporary issue that can be retried, while the latter is a structural limitation requiring the user to adjust their request.64% similarUnverifiedIn the formal copy prompt, there is a repeatedly emphasized instruction: do not fabricate facts, data, reviews, qualifications or claims; use neutral wording where information is missing.64% similarUnverifiedReplacing "but" with "and" can dissolve the contradiction, incorporating fatigue, rejection, and uncertainty into the plan rather than treating them as veto conditions.63% similar
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