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NVIDIA/NTU/MIT open-source SoL-Pi: ~49% fewer tokens for Pi agent

NVIDIA, NTU, and MIT released SoL Pi (MIT), an opt in extension for the open source Pi coding agent that cuts EdgeBench token traffic 44.7–49% and API cost about one third versus base Pi, with scores within 6%. Four harness layer mechanisms—Action Fusion, Online Context Compact, ObservationPack, and Evidence Preserving Reducer—ship on GitHub; paper at arXiv:2609.20519…

NVlabs

Vercel AI Gateway adds GPT-6 Sol and Luna for coding agents

Vercel’s AI Gateway now serves OpenAI’s GPT 6 Sol ( openai/gpt 6 sol ) and Luna ( openai/gpt 6 luna ) for the AI SDK, Chat Completions, Responses API, and coding agents. Wire them up with npx vercel ai gateway setup , then pick Sol for sustained coding or Luna for high volume agent loops…

Vercel Changelog

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