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Eric Provencher
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Nvidia's SoL-Pi cuts coding agent token usage by nearly half
Nvidia researchers released a paper describing SoL‑Pi, a system that automatically optimizes the harness of coding agents. The harness sits between a model and its environment and controls how an agent sees states,…
1 sourceThe Decoder -
OpenAI advises trimming prompts and guardrails for GPT‑6 Astra
OpenAI’s latest guidance for developers of its GPT‑6 Astra model stresses that the new system can handle more autonomy, so it needs leaner prompts and fewer restrictive guardrails. The blog notes that overly long skill…
1 sourceThe Decoder
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Nvidia's SoL-Pi cuts coding agent token usage by nearly half (26 September 2026).