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Model scale is no longer the sole bottleneck for complex causal analysis: pairing RL with simulator-synthesized interventions allows a 35B parameter model to surpass Claude Opus 5 on real-world diagnostic tasks.
APEx achieves a remarkable 14.7-point improvement over GPT-5.4 by effectively distilling procedural skills for adaptive reasoning in complex question answering.
