Unverified50% confidenceBenchmarkExact time
Experiments found that relevant experience did not produce stable capability transfer, did not improve performance on any of the tool probes, and all confidence intervals contained zero
1
Sources
50%
Confidence
Long-term
Relevance
10/12/2026
First Seen
Sources
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Related Claims
UnverifiedThe core challenge of embodied intelligence lies in zero-shot generalization, i.e., completing tasks in new, never-before-seen environments without retraining.70% similarUnverifiedBoth SINDy and Neural ODE require training on specific systems and do not possess native zero-shot transfer capability.66% similarUnverifiedEven a clean diff fails if its path scope is too broad; a lack of evidence likewise counts as failure.66% similarUnverifiedNo regression from success to failure was observed in the experiments.65% similar
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