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A staggering 63% of LLM-based techniques from last year can be outperformed by a single prompt on newer models, questioning the value of complex engineering solutions.
One-third of Chain-of-Thoughts in VLA models for autonomous vehicles are unreliable, highlighting a critical gap in safety validation.