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Nvidia's SoL-Pi system cuts coding agent token usage nearly in half by optimizing the harness

The Decoder·September 26, 2026·1 min read
Nvidia's SoL-Pi system cuts coding agent token usage nearly in half by optimizing the harness

AI Summary

SoL-Pi cuts coding agents' token usage by up to 49 percent with little change in performance by optimizing the control layer between the model and its environment. A research agent tested 152 approaches across more than 3,000 runs to develop the system, though the gains were…

From the source

SoL-Pi cuts coding agents' token usage by up to 49 percent with little change in performance by optimizing the control layer between the model and its environment. A research agent tested 152 approaches across more than 3,000 runs to develop the system, though the gains were smaller on other benchmarks. The article Nvidia's SoL-Pi system cuts coding agent token usage nearly in half by optimizing the harness appeared first on The Decoder.

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