Evident Machines builds benchmarks for frontier AI in electrical engineering. We turn real research and engineering projects into evaluations grounded in computation, simulation, and physical experimentation.
Evident Machines is a Y Combinator company in the Fall 2026 batch. Its directory entry describes it as: Real-world benchmarks for electrical engineering. The founders listed are Trishala Jain (Founder/CEO), Mark Nour (Founder/CTO) (Y Combinator directory entry, July 28, 2026).
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New accelerator entry · 2026-07-28 · the record
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Evident Machines builds benchmarks for frontier AI in electrical engineering. We turn real research and engineering projects into evaluations grounded in computation, simulation, and physical experimentation. Our work helps frontier labs understand how models exercise scientific judgment and develop the capabilities needed to carry out research in the physical world.
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Example from a real report (our sample on Target): “Target eliminated approximately 1,800 corporate positions, with around 1,000 employees receiving layoff notices and the remainder accounted for by eliminating open roles.” Source: NBC News
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