Making AI smarter without more training data | UCR News

A study by UC Riverside researchers offers a practical solution to one of artificial intelligence’s toughest challenges by enabling AI systems to reason more like humans, without requiring new training data beyond testing questions. In a preprint paper entitled “Test-Time Matching: Unlocking Compositional Reasoning in Multimodal Models”, assistant professor Yinglun Zhu and students introduce a…

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Penn professors discuss artificial intelligence classroom policies, University initiatives

As classrooms continue to integrate artificial intelligence tools across campus, Penn professors spoke to The Daily Pennsylvanian about how they are adopting the technology without compromising the learning process. Penn first announced its university-wide AI policy in November 2023, which outlined formal guidelines for the use of generative AI and machine learning tools. While the…

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Contracting for AI Acquisition in a Rapid-Adoption Era – IPWatchdog.com

Contracts for acquiring AI in the era of rapid adoption See the speakers Organizations and government agencies are acquiring AI at unprecedented speed, often faster than legal, procurement and governance frameworks can adapt. Standard software contracts are pushed beyond their limits, exposing buyers to unclear ownership of outcomes, weak data rights, opaque model behavior, regulatory…

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SoundHound AI Bridgepointe Deal Puts Enterprise Adoption In Investor Focus

SoundHound AI (NasdaqGM:SOUN) has partnered with Bridgepointe Technologies to expand enterprise use of its AI agents and IT automation platforms. The partnership targets Bridgepointe’s more than 12,000 enterprise customers in industries including hospitality, automotive and retail. The collaboration focuses on the deployment of SoundHound’s Amelia 7 AI agent for customer interaction and its Autonomics platform…

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Will AI really replace your job?

Jeffrey Shaffer, director of the Lindner College of Business Applied AI Labspoke with 700WLW about the future of AI in the workplace. “The first thing is: don’t be afraid. I think you need to look at the technology. Pandora’s box is open. It’s all AI,” he said. He explained how at Lindner, faculty and students…

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Generative AI adoption trends around the world

Adoption of artificial intelligence is on the rise globally, but new data shows that some countries are significantly outperforming others, while the gap between advanced and developing countries has widened. The UAE and Singapore stand out, with more than 60% of the population in both countries using some type of generative AI tool in the…

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Enterprises are turning to AI to solve their efficiency problems, but is just a short-term fix?

Michael Kitces and Ben Henry-Moreland ask whether these long-term problems require a solution other than AI? JANUARY 21, 2026 By Ben Henry-Moreland and Michael Kitces As companies grow and merge over time, they accumulate technical debt. Technologies, capabilities, and processes that in a perfect world would be retooled and improved every time the company grows…

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