LEAD: Breaking the No-Recovery Bottleneck in Long-Horizon LLM Reasoning

Apple researchers identify a 'no-recovery bottleneck' in long-horizon LLM reasoning and propose LEAD, a lookahead-based fix for irreversible step errors.