McNemar

New Benchmark Reveals LLM Reasoning Decay Under Depth Scaling

Researchers have introduced the Complexity Ceiling Benchmark (CCB) to evaluate how language models' sequential reasoning abilities degrade with increasing task depth. Across six thousand trials involving five frontier a…