Why AI leaderboards are inaccurate and how to fix them
Faulty ranking mechanisms used in AI leaderboards can be overcome through approaches evaluated at the University of Michigan.
Jul 29, 2025
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3
Computer Sciences
University of Michigan
The University of Michigan (U-M) was founded in 1817. The main campus is located in Ann Arbor, Michigan with campuses in Flint and Dearborn Michigan. The University of Michigan is a preeminent science and medical research institution. University of Michigan is a public institution that confers undergraduate degrees and advanced degrees in a host of subject areas. The Ann Arbor campus is comprised of 500 buildings and is noted for its world class studies. U-M is ranked 18 among the best universities world-wide by World University Rankings.
- Address
- 412 Maynard Street, Ann Arbor, Michigan 48109-1399
- Website
- http://www.umich.edu/
- Wikipedia
- http://en.wikipedia.org/wiki/University_of_Michigan
Machine learning & AI
Improving AI models: Automated tool detects silent errors in deep learning training
TrainCheck uses training invariants to find the root cause of hard-to-detect errors before they cause downstream problems, saving time and resources.
Jul 24, 2025
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50
Computer Sciences
AI that thinks like us? Researchers unveil new model to predict human behavior
Imagine a self-driving car navigating downtown traffic. To avoid a collision, it must judge whether the pedestrian at the corner is about to cross. Or consider an investment algorithm trading stocks—it needs to anticipate ...
Jul 15, 2025
1
40
Computer Sciences
Tool devised for detecting AI that scores high on accuracy, low on false accusations
Detecting writing via artificial intelligence is a tricky dance: Doing it right means being effective at identifying it while being careful not to falsely accuse a human of employing it. And few tools strike the right balance.
Jul 10, 2025
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12
Engineering
Stealthy ship hull cuts through waves like butter
Borrowing from drug-smuggling subs, Michigan engineers are helping the Navy design autonomous ships that blend in with the ocean surface.
Jun 23, 2025
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1
Engineering
Carbon capture method mines cement ingredients from the air
University of Michigan chemist Charles McCrory and his research group, along with Jesús Velázquez's lab at the University of California, Davis and Anastassia Alexandrova's lab at the University of California, Los Angeles, ...
Jun 9, 2025
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58
Engineering
Motion sickness technology could alleviate symptoms for passengers in today's cars, and tomorrow's
Few weekends send more people on long car journeys than Memorial Day Weekend, with AAA estimating as many as 39 million people hitting the road this year. But unfortunately, motion sickness could make those trips uncomfortable ...
May 22, 2025
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0
Engineering
Nimble dimples: Agile underwater vehicles inspired by golf balls
Underwater or aerial vehicles with dimples like golf balls could be more efficient and maneuverable, a new prototype developed at the University of Michigan has demonstrated.
May 19, 2025
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19
Engineering
Simple heating step boosts pressure sensitivity in semiconductor materials eightfold
Stronger cell phone signals, more accurate sensors and cleaner energy may be achieved by adding a simple step to the industrial fabrication process of certain semiconductor materials, documented in a recent study led by engineering ...
May 15, 2025
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25
Consumer & Gadgets
Facebook reaps significant economic benefits from content provided by news providers, study finds
When it comes to Facebook, news matters—not the fake stuff but the real kind generated by working journalists.
May 12, 2025
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