{"slug": "nvidia-s-sol-pi-system-cuts-coding-agent-token-usage-nearly-in-half-by-the", "title": "Nvidia's SoL-Pi system cuts coding agent token usage nearly in half by optimizing the harness", "summary": "Nvidia's SoL-Pi system cuts coding agents' token usage by up to 49 percent with little change in performance by optimizing the control layer, or harness, between the model and its environment, according to The Decoder. A research agent tested 152 approaches across more than 3,000 runs to develop the system, though the gains were smaller on other benchmarks.", "body_md": "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.\n\nThe article [Nvidia's SoL-Pi system cuts coding agent token usage nearly in half by optimizing the harness](https://the-decoder.com/nvidias-sol-pi-system-cuts-coding-agent-token-usage-nearly-in-half-by-optimizing-the-harness/) appeared first on [The Decoder](https://the-decoder.com).", "url": "https://wpnews.pro/news/nvidia-s-sol-pi-system-cuts-coding-agent-token-usage-nearly-in-half-by-the", "canonical_source": "https://the-decoder.com/nvidias-sol-pi-system-cuts-coding-agent-token-usage-nearly-in-half-by-optimizing-the-harness/", "published_at": "2026-09-26 10:30:32+00:00", "updated_at": "2026-09-26 10:58:53.623402+00:00", "lang": "en", "topics": ["ai-agents", "artificial-intelligence", "ai-research", "large-language-models", "ai-tools"], "entities": ["Nvidia", "SoL-Pi", "The Decoder"], "also_reported_by": [], "alternates": {"html": "https://wpnews.pro/news/nvidia-s-sol-pi-system-cuts-coding-agent-token-usage-nearly-in-half-by-the", "markdown": "https://wpnews.pro/news/nvidia-s-sol-pi-system-cuts-coding-agent-token-usage-nearly-in-half-by-the.md", "text": "https://wpnews.pro/news/nvidia-s-sol-pi-system-cuts-coding-agent-token-usage-nearly-in-half-by-the.txt", "jsonld": "https://wpnews.pro/news/nvidia-s-sol-pi-system-cuts-coding-agent-token-usage-nearly-in-half-by-the.jsonld"}}