Harmonic Expands Into Software and Chip Verification

Harmonic, an AI startup co-founded by Robinhood CEO Vlad Tenev, is expanding its Aristotle model beyond mathematical proofs into software and chip design verification. The reasoning-focused system aims to reduce factual errors while tackling complex engineering tasks.

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CEO and co-founder of Robinhood Markets Vlad Tenev speaks in the Roosevelt Room at the White House in Washington D.C., U.S., August 19, 2026. REUTERS/Kylie Cooper

Harmonic, the AI startup co-founded by ROBINHOOD MARKETS INC - A CEO Vlad Tenev, expanded its Aristotle model into software and chip verification on Tuesday morning. The reasoning-focused AI platform moves beyond mathematical proofs to target critical vulnerabilities across digital infrastructure. The expansion arrives as automated bug detection draws scrutiny from global engineering teams.