Nvidia's SoL-Pi System Cuts Coding Agent Token Usage Nearly in Half

Nvidia's SoL-Pi system reduces coding agent token usage by up to 49% by optimizing the control layer between the model and its environment, with little performance change. The research agent tested 152 approaches over 3,000 runs, but gains were smaller on other benchmarks.

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