Intelligence Ricursive Bets on AI-Designed Chips to Help Solve the Computing Crisis

Founders explain how their startup is developing AI that can design chips, learn from each iteration, and improve subsequent designs, all aimed at automating and accelerating the chip design process.

The last two days are half off at Disrupt. Don't miss any more moments, register now

Disrupt the doors opening on October 13th. Get your card and bring someone with you with a 50% discount. Register now.

Anna Goldi and Azalia Mirhosseini, founders of Recursive Intelligence, believe that more efficient AI chip design can help solve the computing crisis. The founders took the stage at TechCrunch Disrupt on Wednesday to detail how their startup is developing artificial intelligence that can design chips, learn from each iteration and improve subsequent designs, all with the goal of automating and speeding up the chip design process.

"There's an understanding that in the next five years we're going to have at least 10,000 times more demand for computing, and that's somewhat conservative," Goldie said on stage. So we don't want to build 10,000 times more data centers. "We think we have to help by making chips that are more efficient, that use bandwidth more efficiently in those data centers, that use wafers and fabs more efficiently, because even if we build [data centers] in space or something, I don't know, you won't see the sun again."

While some may be intimidated by the thought of AI designing their own chips, Goldie argues that letting AI design the chips allows humans to focus on developing applications and exploring new possibilities that can expand what computing can do.

"I think the way things are changing is that humans are bringing their great ideas and creative thinking, and the execution is done by artificial intelligence." "And it's happening in chip design, software development, and elsewhere," Goldie said. And that's what makes a comeback for chip design."

Artificial intelligence challenges traditional chip design methods by discovering unconventional layouts that can outperform traditional layouts, the founders say. For example, AlphaChip, the AI system the founders had previously developed, produced a circular arrangement of chip components in the shape of a "doughnut" that initially surprised engineers but ultimately succeeded.

They explained that instead of following the traditional approach of partitioning them into dozens of smaller blocks, they optimize entire chips. This approach allows AI to create complex patterns, including wave-like designs, which the pair said they plan to share more about in the future.

The founders also argued that chips designed with artificial intelligence would make it possible to create types of chips that might not have been possible before.

"If it takes six months or a year or two to design a new chip, you have to be really selective about the chips you design," says Goldie. But if you can design a chip in a week, and then say for manufacturing, you can design custom chips for different kinds of applications like space and AR, VR and biocomputing, and it makes financial sense to do that, and we can be more energy efficient.

When you make a purchase through links in our articles, we may earn a small commission. This does not affect our editorial independence.

Ayesha is a consumer news reporter at TechCrunch. Before joining the publication in 2021, he was a telecom reporter at MobileSyrup. Ayesha holds a Bachelor's degree with honors from the University of Toronto and a Master's degree in Journalism from Western University.

You can contact or confirm Aisha by sending an email to [email protected] or by sending an encrypted message to aisha_malik.01 on Signal.

Get 50% off second pass The Disrupt experience is meant to be shared. Get your pass and bring a colleague, partner or peer for 50% off. Cover more ground by building connections, building momentum, and discovering what's next in the startup ecosystem.

Bumble agrees to $1.3 billion acquisition deal as online dating faces Lauren Forrestal reset

Meta released their first frontier model, Russell Brandom's Muse Wonder

AI startup says it can create license-ready designs in minutes Kirsten Korosec

Elon Musk attacks Ambani over Jagmeet Singh's India Starlink launch delay

Batteries are already cheaper than the natural gas turbines used in many of Tim de Chant's data centers.

Remember Orkut? Its founder wants to bring back Jagmeet Singh

The 19-year-old founder of Cal AI just raised $10 million for his new AI startup Julie Burt.