Unverified50% confidenceBenchmarkExact time
The recovery accuracy of route intent reached 98.3%, and the entire process required no manual annotation.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
11/2/2026
First Seen
Valid until: 1/31/2027
Sources
Related Entities
Related Claims
UnverifiedUnder a 512-token inference budget, the approach achieves 100% routing accuracy and 98.3% overall accuracy, with word problem accuracy reaching 93.3%.68% similarUnverifiedAfter the fix, top-token consistency improved from 96.5% to 99.9%.66% similarUnverifiedEvidence-driven pre-improvement validation improved precision from 58.6% to 72.3%, and reduced unsupported objectives per round from 1.93 to 0.50.65% similarUnverifiedOne provenance fix achieved 98.4% coverage, yet it happened to miss all 32 lines of data actually read by the decision63% similarUnverifiedIn the benchmark test, the heuristic peak rule achieved 93.3% overall accuracy, 100.0% impact recall, and 38.4% cadence false positives, requiring manual threshold tuning.62% similar
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