Architect
Jun 12, 2025 · Artificial Intelligence
Why Large Reasoning Models Collapse Under Complex Tasks: Insights from Apple’s Study
Apple’s research reveals that large reasoning models, despite sophisticated self‑reflection mechanisms, experience a complete performance collapse when problem complexity exceeds a threshold, highlighting fundamental limits in their ability to achieve generalized reasoning.
AI evaluationlarge reasoning modelsmodel limitations
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