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Harmonic Raises $100 Million Series B to Accelerate Development of Mathematical Superintelligence

Harmonic Raises $100 Million Series B to Accelerate Development of Mathematical Superintelligence

July 15, 2025 Craig Etkin

Kleiner Perkins Leads Round at $875M Valuation of Math-Based AI Venture, Joined by Paradigm & Others

PALO ALTO, Calif.–(BUSINESS WIRE)–Harmonic, the artificial intelligence lab leading the development of Mathematical Superintelligence (MSI), announces a $100 million Series B funding round at a nearly $900 million post-money valuation. The round was led by Kleiner Perkins with significant participation from Paradigm. Additional investors included Ribbit Capital and existing backers including Sequoia Capital, Index Ventures, and Charlie Cheever.

The funding will accelerate Harmonic’s momentum at the frontier of mathematical reasoning and its rapid progress towards commercializing its flagship model, Aristotle. Unlike language-based AI prone to hallucinations, Aristotle’s use of MSI verifies accuracy, ensures coherent logical reasoning, and transparently flags errors and inconsistencies. As a result, Aristotle replaces probabilistic guesses with provable solutions in high-stakes, real-world applications.

“Aristotle’s MSI is uniquely suited for mission-critical applications where there is no margin for error, such as generating verified software and by formally verifying existing code – a breakthrough for industries including blockchain, financial services, aerospace and other safety-sensitive systems,” said Tudor Achim, CEO of Harmonic.

Aristotle’s MSI model is designed to solve mathematical problems at a level far exceeding human capabilities. By accelerating mathematics, the doors open to driving breakthroughs across multiple dependent fields, including theoretical physics and engineering.

“We’re getting closer to AI that can truly reason – quickly, reliably, and at scale,” said Vlad Tenev, Co-Founder and Executive Chairman of Harmonic. “Mathematical Superintelligence is moving from research to real-world applications, and we’re excited for Aristotle to start putting this AI capability into the hands of users.”

“Harmonic has created a new foundation for verified, scalable reasoning that can be trusted in high-stakes environments. I’m deeply excited about the applications of Aristotle not just for software, but for accelerating progress across science, engineering and general intelligence,” said Ilya Fushman, partner at Kleiner Perkins and a former physicist who will join Harmonic’s board as an observer. He joins existing board member Andrew Reed from Sequoia and existing board observer Jan Hammer from Index.

Harmonic previously raised $75 million in its September 2024 Series A funding round, which was led by Sequoia Capital, included significant participation from Index Ventures, and received additional backing from DST Global partners and Nikesh Arora.

About Harmonic
Harmonic, an artificial intelligence company founded in 2023, is backed by Robinhood CEO Vlad Tenev and led by CEO Tudor Achim. It is developing Mathematical Superintelligence (MSI), the next generation of artificial intelligence which is rooted in mathematics and which guarantees accuracy and eliminates hallucinations. The company is based in Palo Alto, California.

For more information about Harmonic, please visit: https://harmonic.fun

Contacts

Media
Sasha Bull
sasha@goldinsolutions.com | 646-876-5281

(c)2025 Business Wire, Inc., All rights reserved.


Venture Capital
Business Wire, California, Harmonic, Palo Alto, Venture Capital

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Fabric, a leader in care delivery and consumer experience, has announced the acquisition of UCM Digital Health (UCM), a leading digital health and telehealth provider. The acquisition expands Fabric's services to about 400 new employer and payer customers, adding one million covered lives. Fabric now serves over 75 health systems, 30,000 employers, and over 100 million lives across all 50 states. This marks Fabric’s fifth acquisition in less than three years, underscoring its strategic build-and-buy approach to unify the fragmented digital health landscape. By expanding its footprint in the payer and employer markets, Fabric is extending its comprehensive care access and experience platform paired with its nationwide provider network to streamline virtual-first care, expand access, improve efficiency and outcomes, and reduce both medical and overhead costs.

In a statement Aniq Rahman, CEO and Founder of Fabric said, "For Fabric, it’s about making healthcare more accessible.” “We’ve already made meaningful progress in the payer and employer markets, and this acquisition allows us to deepen that impact. By bringing more payers and employers onto our platform, we’re creating a connected experience that streamlines workflows, reduces friction and costs, and ultimately drives better outcomes for members and our partners." Moving forward, the 400 payers and employers served by UCM will transition to Fabric’s expanded technology and clinical network, gaining access to enhanced omnichannel patient experiences that improve efficiency before, during, and after virtual care. Through Fabric’s nationwide provider network, patients can receive a treatment plan for most common medical conditions in just five minutes or connect with a behavioral health provider within three days.

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Across the United States, a new industrial age is taking shape. Trillions of dollars in infrastructure, from energy projects and advanced manufacturing to data centers and critical mineral facilities, must be built in the next decade. But large construction projects are slower and more expensive today than they were half a century ago. Unlimited Industries, a California-based company using AI to rethink how infrastructure gets built, has raised $12 million in seed funding to change that. The round was co-led by Andreessen Horowitz and CIV, with participation from leading industry investors. The capital will accelerate Unlimited’s expansion and further develop its proprietary AI platform – one designed to make large-scale engineering and construction faster, cheaper, and more ambitious.

Unlike traditional construction firms or standard software companies, Unlimited is an AI-native construction company that both designs and builds. Its proprietary platform can generate and evaluate hundreds of thousands of design configurations in parallel, automatically identifying optimal layouts for cost, safety, and performance before construction begins. By integrating AI-driven design with its own vertically integrated engineering and construction teams, Unlimited eliminates the costly handoffs and misaligned incentives that have defined the industry for decades.

In a statement Alex Modon, Co-Founder and CEO of Unlimited Industries said, “Advances in AI mean we can finally build the physical world the way we build software.” “The traditional construction model is slow, brittle, and fundamentally misaligned. Our approach replaces static design choices with a dynamic, data-driven process that learns from every project. The result is faster, cheaper, and more successful projects.”

Unlimited is an AI-native construction company headquartered in San Francisco. Today, the company designs and builds across energy infrastructure, data centers, critical minerals, and advanced manufacturing, helping developers build with greater speed, ambition, and efficiency. Their mission is to build a future of radical physical abundance by automating construction end-to-end. The company was founded in 2025 by serial founders Alex Modon, Jordan Stern, and Tara Viswanathan.
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