Vals AI(@ValsAI):Agents work in a sandbox with two main tools: a bash tool to read the source data and create the Excel model, and an execute tool that recalculates it through an Excel engine. Every submission is graded by first recalculating its formulas in Microsoft Excel, so a model only scores if it actually runs.

Vals AI

@ValsAI

Public LLM Evaluation // @8vc @BloombergBeta @pearvc @a16z @HRTVentures @nextladder

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Vals AI@ValsAI

2026.07.01 20:45

Agents work in a sandbox with two main tools: a bash tool to read the source data and create the Excel model, and an execute tool that recalculates it through an Excel engine. Every submission is graded by first recalculating its formulas in Microsoft Excel, so a model only scores if it actually runs.

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