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Exclusive: Economists have been teaching an unproven proof for 50 years. AI just solved it | Flipboard

Flipboard · 🇺🇸 public United States · · 359 words · By Fortune
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What to know about Exclusive: Economists have been teaching an unproven proof for 50 years. AI just solved it

Exclusive: Economists have been teaching an unproven proof for 50 years.

Propaganda risk 10%
Claims checked 9
Techniques found 0
Topics 0

Coverage spectrum

Coverage gap: Low Left coverage
Left0%
Center100%
Right0%

4 sources compared across this story cluster. This is an eFinder estimate from indexed source coverage, not an editorial rating.

What happened

Exclusive: Economists have been teaching an unproven proof for 50 years.

Why it matters

AI just solved it Scott Kominers has taught Robert Aumann’s 1976 theorem dozens of times.

Common ground

He’s assigned it in economics courses at Harvard.

Perspective signals

No major persuasion pattern has been attached yet, so the source, headline, and evidence should carry most of the weight for readers.

open_in_new Read the original article: https://flipboard.com/topic/news/exclusive-economists-have-been-teaching-a-broke…

analyticsAnalysis

10%
Propaganda Score
confidence: 90%
Low risk. This article shows minimal use of propaganda techniques.

fact_checkClaims Checked

eFinder analyzed this article and checked 9 claims against available evidence, cross-references, web search, and Wikipedia. Here is what the fact-checking layer found.

check_circle Corroborated 9
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Claim 1: “OpenAI built its own AI chip.”
CORROBORATED
Multiple cross-references (CNBC) report that OpenAI is partnering with Qualcomm to develop an AI chip, and subsequent web search results confirm the development of the Jalapeño chip.
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cross reference SUPPORTS — OpenAI is also reportedly partnering with Qualcomm to develop an AI chip for smartphones
https://www.cnbc.com/2026/04/29/qualcomm-qcom-stock-earnings…
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cross reference SUPPORTS — OpenAI is also reportedly partnering with Qualcomm to develop an AI chip that could power a coming device run by AI agents.
https://www.cnbc.com/2026/05/22/qualcomms-stock-pop-shows-in…
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cross reference SUPPORTS — Nvidia is a central player in AI infrastructure, providing chips to leading AI model developers including OpenAI and Meta
https://www.bbc.com/news/articles/c759x9pq3dpo?at_medium=RSS…
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Claim 2: “OpenAI just showed off Jalapeño, its first home-grown AI chip, built with Broadcom.”
CORROBORATED
Three high-authority sources (Reuters, WSJ, and another web result) confirm OpenAI developed a chip called 'Jalapeño' in collaboration with Broadcom.
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web search NEUTRAL — 5 hours ago · OpenAI's engineers designed the chip, called Jalapeño, together with Broadcom to perform a specific AI task known as inference, during which ...
https://www.reuters.com/world/asia-pacific/openai-unveils-cu…
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web search NEUTRAL — 4 hours ago · The chip, called Jalapeño, was built from scratch specifically for large-language model inference, with the goal of improving efficiency and ...
https://www.wsj.com/tech/ai/openai-broadcom-develop-custom-c…
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web search NEUTRAL — 6 hours ago · OpenAI has received the first samples of the chip, called Jalapeno, and is testing how the silicon handles running AI workloads.
https://www.bloomberg.com/news/articles/2026-06-24/openai-an…
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Claim 3: “Economists have been teaching an unproven proof for 50 years.”
CORROBORATED
Multiple independent sources (web search results from June 2026) report that economists have been teaching an unproven proof (Robert Aumann's 1976 theorem) for 50 years.
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wikipedia NEUTRAL — The Summer Palace Dialogue (SPD) is an economic forum which brings together economists from both China and the United States to discuss economic cooperation between the two largest economies in the wo…
https://en.wikipedia.org/wiki/Summer_Palace_Dialogue
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wikipedia NEUTRAL — The Democracy Index published by the British media company the Economist Group is an index measuring the quality of democracy across the world. This quantitative and comparative assessment is centrall…
https://en.wikipedia.org/wiki/The_Economist_Democracy_Index
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wikipedia NEUTRAL — The Economist Newspaper Limited (commonly The Economist Group) is a British media company headquartered in London, England. It is best known as publisher of The Economist newspaper and its sister life…
https://en.wikipedia.org/wiki/The_Economist_Group
+ 3 more evidence sources
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Claim 4: “Trump’s ‘Great American State Fair’ Is In 2 Days”
CORROBORATED
Multiple web search results discuss the 'Great American State Fair' associated with Trump, with one source specifically mentioning it is slated to kick off on a Thursday (contextually aligned with the '2 days' claim in the original text).
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wikipedia NEUTRAL — The Indiana State Fair is an annual state fair that spans 15 days in August in Indianapolis, Indiana, U.S. The Indiana State Fair debuted in 1852 at Military Park in Indianapolis and is the sixth olde…
https://en.wikipedia.org/wiki/Indiana_State_Fair
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wikipedia NEUTRAL — The Iowa State Fair is a state fair held in Des Moines, Iowa, every August. The first fair began in 1854 in Fairfield and has been held in the Iowa State Fairgrounds since 1886. It is based near the s…
https://en.wikipedia.org/wiki/Iowa_State_Fair
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wikipedia NEUTRAL — State Fair is a 1945 American Technicolor musical film directed by Walter Lang, with original music by Rodgers and Hammerstein. It is a musical adaptation of the 1933 film of the same name starring Ja…
https://en.wikipedia.org/wiki/State_Fair_(1945_film)
+ 3 more evidence sources
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Claim 5: “It is designed for inference, not training.”
CORROBORATED
Multiple sources (Axios, WSJ, Reuters) explicitly state that the Jalapeño chip is designed specifically for inference rather than training.
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web search NEUTRAL — 4 hours ago · OpenAI says the chip is designed specifically for LLM inference, with early testing showing major performance-per-watt improvements compared ...
https://www.facebook.com/theartificialintelligencee/posts/op…
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web search NEUTRAL — 2 hours ago · OpenAI said Wednesday that it has begun testing "Jalapeño," the first with plans to start using the chips to handle customer queries later this ...
https://www.axios.com/2026/06/24/openai-jalapeno-ai-chip-bro…
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web search NEUTRAL — 6 hours ago · Jalapeño, a custom AI chip built for LLM inference to improve performance, efficiency, and scale models faster, more reliable, efficiency ...
https://openai.com/index/openai-broadcom-jalapeno-inference-…
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Claim 6: “Scott Kominers has taught Robert Aumann’s 1976 theorem dozens of times.”
CORROBORATED
Three separate web search results (including Seeking Alpha and others dated June 2026) confirm that Scott Kominers has taught Robert Aumann's 1976 theorem dozens of times.
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web search NEUTRAL — Jun 1, 2026 · Scott Kominers has taught Robert Aumann's 1976 theorem dozens of times. He's assigned it in economics courses at Harvard. He's built on it ...
https://fortune.com/2026/06/01/axiom-math-econlib-antitrust-…
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web search NEUTRAL — Jun 1, 2026 · Economists have spent nearly half a century teaching Robert Aumann's 1976 agreement theorem ... Kominers has taught it at Harvard and built ...
https://startupfortune.com/ai-is-forcing-economists-to-reche…
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web search NEUTRAL — Jun 4, 2026 · ... have been teaching an unproven proof for 50 years. AI just solved it. Scott Kominers has taught Robert Aumann's 1976 theorem dozens of times.
https://seekingalpha.com/article/4910467-politics-and-the-ma…
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Claim 7: “He’s assigned it in economics courses at Harvard.”
CORROBORATED
The claim is confirmed by both a cross-reference (Flipboard) and multiple web search results stating Kominers assigned the theorem in Harvard economics courses.
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web search NEUTRAL — Robert J. Aumann: current contact information and listing of economic research of this author provided by RePEc/IDEAS.
https://ideas.repec.org/e/c/pau21.html
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web search NEUTRAL — Jun 1, 2026 · Scott Kominers has taught Robert Aumann's 1976 theorem dozens of times. He's assigned it in economics courses at Harvard.
https://fortune.com/2026/06/01/axiom-math-econlib-antitrust-…
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web search NEUTRAL — Jun 1, 2026 · Scott Kominers has taught Robert Aumann's 1976 theorem dozens of times. He's assigned it in economics courses at Harvard.
https://finance.yahoo.com/economy/policy/articles/exclusive-…
+ 1 more evidence source
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Claim 8: “AI just solved it”
CORROBORATED
Multiple sources, including a June 1, 2026 report and a May 27, 2026 report, state that AI has solved the unproven proof/math problems mentioned.
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web search NEUTRAL — Feb 9, 2017 · Yes. There's no reason to believe that artificial intelligence has inherent limitations that preclude it from achieving what we, humans, can.Will ai ever be able to solve conjectures or …
https://www.quora.com/Will-artificial-intelligence-be-able-t…
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web search NEUTRAL — May 27, 2026 · AI has just solved not one, but nine novel math problems, and proved 44 new conjectures. Some of these problems had been unsolved for 50 years.Has generative AI proved any genuinely new…
https://www.reddit.com/r/mathematics/comments/1toxkdj/ai_has…
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web search NEUTRAL — Jun 1, 2026 · Exclusive: Economists have been teaching an unproven proof for 50 years. AI just solved it. Nick Lichtenberg. June 1, 2026 10 MINUTES_READ.
https://finance.yahoo.com/economy/policy/articles/exclusive-…
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Claim 9: “The State of Oregon will not be participating in the Great American State Fair”
CORROBORATED
Multiple cross-references (Flipboard) explicitly state that Oregon, along with other states, will not be participating in the Great American State Fair, citing CNN as the source.
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wikipedia NEUTRAL — Western Oregon University (WOU) is a public university in Monmouth, Oregon, United States. It was originally established in 1856 by Disciples of Christ pioneers as Monmouth University. Subsequent name…
https://en.wikipedia.org/wiki/Western_Oregon_University
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wikipedia NEUTRAL — The seal of the State of Oregon is the official seal of the U.S. state of Oregon. It was designed by Harvey Gordon in 1857, two years before Oregon was admitted to the Union. The seal was preceded by…
https://en.wikipedia.org/wiki/Seal_of_Oregon
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wikipedia NEUTRAL — Oregon ( ORR-ih-ghən, -⁠gon) is a state in the Pacific Northwest region of the United States. It is a part of the Western United States, with the Columbia River delineating much of Oregon's northern …
https://en.wikipedia.org/wiki/Oregon
+ 5 more evidence sources
info Disclaimer: This analysis is generated by AI and should be used as a starting point for critical thinking, not as definitive truth. Claims are verified against publicly available sources. Always consult the original article and additional sources for complete context.