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Smart people react to OpenAI's exponential time hypothesis
Business

Smart people react to OpenAI’s exponential time hypothesis

jack colman
By jack colman
October 28, 2026 2 Min Read
Comments Off on Smart people react to OpenAI’s exponential time hypothesis

It turns out that OpenAI could be really good to computers.

On Monday, the company said it had put an end to the exponential time hypothesis, or ETH, a nearly 30-year-old belief in the computing community that certain logic problems take enormous amounts of time as they develop. Hours later, Anthropic published its own research refuting ETH.

OpenAI said it had asked a group of external computer scientists to organize an open review of its claim. The researchers stressed that their involvement does not constitute an endorsement.

If the announcements from AI laboratories are confirmed, they will probably restart the hunt for increasingly efficient algorithms – what computer scientists largely thought could not be much better.

This ultra-nerdy claim has been a huge topic of conversation on social media and in tech circles. Here’s how some thought leaders reacted to OpenAI’s announcement:

Ryan Williams, professor of electrical engineering and computer science at MIT

Williams, one of three independent algorithm design experts studying OpenAI’s claims, has not certified the company’s findings.

He wrote on

In more practical terms, Williams said the claimed breakthrough could lead to “faster algorithms.”

He has previously stated that he does not believe in ETH.

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Gary Marcus, professor emeritus at NYU

Marcus, a frequent AI skeptic, wrote that this could be “a big deal if it’s correct,” on X.

John D. Cook, Ph.D. and technical consultant in applied mathematics

In a blog post, Cook said OpenAI’s claims, while impressive, don’t ultimately answer computer science’s biggest open question.

“The status of P = NP is still unknown,” he writes. “Although 3-SAT does not take exponential time, it still takes more than polynomial time, to our knowledge.”

Joshua Fonseca Rivera, AI security researcher at Anthropic

Rivera wrote on X that OpenAI’s new claim was a reminder that humans might have underestimated a computer’s intelligence.

“This bitter lesson should come as no surprise,” he wrote. “I know that logically, but…wow, we really don’t know anything.”

Timothy Gowers, full professor at the Collège de France and Fields Medalist mathematician

Gowers wrote a blunt take on X about the development: “Very surprising and consequential that it is false. »

Dan Shipper, CEO of Every

Shipper, the CEO of an AI tech startup, wrote on X what everyone was thinking…

“I regret not getting a doctorate in frontier mathematics,” he said. “(Not that I ever considered buying one, but still).”

Gn bussni

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jack colman
Author

jack colman

**Jack** is a staff journalist and digital content writer at **DailyVoxa**, specializing in breaking news, technology, artificial intelligence, business, and global affairs. He is passionate about transforming complex topics into clear, accurate, and engaging stories that help readers stay informed.With a strong focus on fact-based reporting and thorough research, Jack monitors developing events, analyzes reliable sources, and delivers timely news with clarity and context. His work emphasizes accuracy, transparency, and editorial integrity while avoiding sensationalism.At DailyVoxa, every article written by Jack follows the publication's Editorial Policy, Fact-Checking Policy, and Ethics Policy. He is committed to providing trustworthy journalism that empowers readers with reliable information and meaningful insights into the stories shaping the world.

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