Nvidia Backs Harmonic in Bet on Error-Free AI

Nvidia has invested in Harmonic, a fast-growing AI startup focused on building models designed for accuracy, logic, and mathematical reasoning—marking another strategic move by the chip giant to shape the future of artificial intelligence beyond hardware.

The investment comes as part of Harmonic’s recent funding round that valued the company at over $1 billion, with participation from major venture firms including Sequoia Capital, Index Ventures, Kleiner Perkins, Ribbit Capital, and Emerson Collective. Harmonic was co-founded by Robinhood CEO Vlad Tenev and is led by CEO Tudor Achim.

Harmonic is best known for its AI model, Aristotle, which aims to tackle one of AI’s biggest weaknesses: hallucinations. Unlike traditional large language models that rely heavily on probabilistic text prediction, Harmonic’s approach emphasizes formal logic and verifiable mathematical reasoning. This makes its technology particularly appealing for high-stakes fields such as finance, engineering, scientific research, and software verification.

For Nvidia, the investment aligns with a broader strategy of supporting AI startups that push reliability and real-world usability. As AI adoption accelerates across industries, demand is shifting from flashy generative outputs to systems that can be trusted to deliver correct, auditable results.

By backing Harmonic, Nvidia reinforces its role at the center of the AI ecosystem—powering not just how AI runs, but how intelligently and safely it thinks.

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