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

The DecoderIndependent reporting·
AI brief

Nvidia's SoL-Pi system reduces 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.

Why it matters: Cutting token usage nearly in half while maintaining performance could substantially lower the cost of running coding agents.

Written by AI from The Decoder's published text.

Background

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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.”
The Decoder, 26 Sept 2026, 10:30.

Reporting from a publisher outside the organisation being covered.

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