Unverified50% confidenceFactExact time
The vast majority of corporate emissions data comes from self-reporting by companies, lacking objective means of verification.
1
Sources
50%
Confidence
Long-term
Relevance
10/5/2026
First Seen
Sources
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Unverified只有官方来源、正文完整、明确适用依据、企业画像命中字段同时具备时，信息才可能成为严重或高风险的来源66% similarUnverifiedA model's self-report cannot be used to detect whether it followed prohibited information; runtime auditing and external behavioral monitoring are more reliable than a model's introspective statements.65% similarUnverifiedPrivately held benchmark test data is not publicly available, meaning models cannot have seen the evaluation set during training, which more accurately reflects generalization ability and avoids leaderboard contamination.61% similar
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