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How An MIT Student Awed Top Economists With His AI Study - Until It All Fell Apart

Monday November 24, 2025. 10:34 AM , from Slashdot
How An MIT Student Awed Top Economists With His AI Study - Until It All Fell Apart
In May MIT announced 'no confidence' in a preprint paper on how AI increased scientific discovery, asking arXiv to withdraw it. The paper, authored by 27-year-old grad student Aidan Toner-Rodgers, had claimed an AI-driven materials discovery tool helped 1,018 scientists at a U.S. R&D lab.

But within weeks his academic mentors 'were asking an unthinkable question,' reports the Wall Street Journal. Had Toner-Rodgers made it all up?
Toner-Rodgers's illusory success seems in part thanks to the dynamics he has now upset: an academic culture at MIT where high levels of trust, integrity and rigor are all — for better or worse — assumed. He focused on AI, a field where peer-reviewed research is still in its infancy and the hunger for data is insatiable. What has stunned his former colleagues and mentors is the sheer breadth of his apparent deception. He didn't just tweak a few variables. It appears he invented the entire study. In the aftermath, MIT economics professors have been discussing ways to raise standards for graduate students' research papers, including scrutinizing raw data, and students are going out of their way to show their work isn't counterfeit, according to people at the school.

Since parting with the university, Toner-Rodgers has told other students that his paper's problems were essentially a mere issue with data rights. According to him, he had indeed burrowed into a trove of data from a large materials-science company, as his paper said he did. But instead of getting formal permission to use the data, he faked a data-use agreement after the company wanted to pull out, he told other students via a WhatsApp message in May... On Jan. 31, Corning filed a complaint with the World Intellectual Property Organization against the registrar of the domain name corningresearch.com. Someone who controlled that domain name could potentially create email addresses or webpages that gave the impression they were affiliated with the company. WIPO soon found that Toner-Rodgers had apparently registered the domain name, according to the organization's written decision on the case. Toner-Rodgers never responded to the complaint, and Corning successfully won the transfer of the domain name. WIPO declined to comment...

In the WhatsApp chat in May, in which Toner-Rodgers told other students he had faked the data-use agreement, he wrote, 'This was a huge and embarrassing act of dishonesty on my part, and in hindsight it clearly would've been better to just abandon the paper.' Both Corning and 3M told the Journal that they didn't roll out the experiment Toner-Rodgers described, and that they didn't share data with him.

Read more of this story at Slashdot.
https://news.slashdot.org/story/25/11/24/0429245/how-an-mit-student-awed-top-economists-with-his-ai-...

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