Unverified50% confidenceFactExact time
In prefetch mode, if 20 fields are prefetched but only 5 are actually used, the redundancy ratio is as high as 75%.
1
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50%
Confidence
Long-term
Relevance
10/22/2026
First Seen
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UnverifiedFor a document containing 100 fields, even if the per-field accuracy is as high as 99%, the probability of the entire document being fully correct is only about 37%.66% similarUnverifiedTaking each model's best effort tier, the solve rate for 5x5 grids is approximately 85%, dropping to 46% for 10x10, and only 20% remaining for 15x15.66% similarUnverifiedAcross 79 pairs, the cumulative evasion rate reached 40.5% under the detailed feedback condition and 20.3% under the generic rejection condition.66% similarUnverifiedIn small-model scenarios, if the vocabulary reaches 250,000, the embedding layer and output head matrices may occupy 95% of the parameters, leaving only 5% for the actual model layers.65% similarUnverifiedAmong all 500 rewrites that were scored, the correlation coefficient between 5-gram retention and meaning score was only 0.15.64% similar
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