Unverified50% confidenceBenchmarkExact time
The researchers tested 22 models and 26 configurations, and found that no configuration passed more than 46 of its 168 runs.
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50%
Confidence
Short-term (~14 days)
Relevance
11/5/2026
First Seen
Valid until: 11/19/2026
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Related Claims
UnverifiedThe original video cited a benchmark test: the model failed to complete a task when given 46 tools, yet passed the same task once the tools were reduced to 19.76% similarUnverifiedThe current dataset contains 770 recorded attempts across 29 model/configuration entries, but the unified test suite includes only 16 distinct tasks.73% similarUnverifiedAcross six agents and six model-size settings, 29 of 36 submissions passed independent verification.72% similarUnverifiedIn a preregistered study, confidence intervals relying solely on LLM judges failed to cover the full human-annotation ground truth in 18 of 21 task-and-judge combinations.72% similarUnverifiedAfter introducing retrieval, 20 of the 26 models improved, while 6 declined.70% similar
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