TechCrunch profiles Vals's private, task-based benchmarking approach
1 Sep 19 9:00 AM · 8d ago · 1 article · 4 posts · 3 sources · development 1 of 1
In an interview and office tour, Krishnan described Vals's method of testing models on undisclosed, industry-specific tasks in law, finance, and coding, and its expansion into recursive self-improvement, biosecurity, cybersecurity, mental health, and law-of-armed-conflict benchmarks.
“We have a benchmark on recursive self improvement. We're doing some work in mental health, cybersecurity, biosecurity, and even law of armed conflict to models to understand how to apply the Geneva Convention”
Rayan KrishnanRayan Krishnan 25-year-old co-founder of Vals AIVals AI AI benchmarking startup founded 2024Andreessen Horowitz Lead investor, Series A8VC and Bloomberg Beta Lead investors, seed round
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What was reported 1 claim about this development
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1 outlet Vals, backed by Andreessen Horowitz, is looking to become the gold standard for AI benchmarking
first by TechCrunch, 8d ago
What people said 6 voices · verbatim
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Vals just raised a 0M Series A led by a16z to become the gold standard for AI benchmarking. Private test sets, real-world task evals, federal-agency program. 8x revenue YoY.
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Vals AI is hoping to make AI benchmarking a more neutral and trustworthy resource in a world increasingly inundated by AI models. https:// techcrunch.com/2026/09/19/vals -backed-by-andreessen-horowitz-is-looking-to-become-the-gold-standard-for-ai-benchmarking/?utm_source=dlvr.it&utm_medium=mastodon
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🚨 BREAKING: Vals is a startup that aims to improve AI benchmarking systems. It raised $40 million in a series A funding round led by Andreessen Horowitz in September 2026.
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TechCrunch AI: AI Benchmarking and Evaluation Standards Emerge as Critical Infrastructure Link: https://techcrunch.com/2026/09/19/vals-backed-by-andreessen-horowitz-is-looking-to-become-the-gold-standard-for-ai-benchmarking/ | Context:
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Vals, respaldado por Andreessen Horowitz, quiere convertirse en el estándar de oro para la evaluación de IA —
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Imagination sparks inside the machine: Vals, backed by Andreessen Horowitz, is looking to become the gold standard for AI benchmarking Source: techcrunch.com #techcrunch #ai
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