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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Heterogeneous computing and the future of AI

Heterogeneous computing is quietly redefining how AI appears in everyday devices, bringing intelligence closer to where people actually use it rather than keeping it locked in remote cloud systems. As AI expands into physical products, success depends less on raw performance and more on how efficiently CPUs, GPUs, and NPUs work together. Heterogeneous computing manifests…

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Alabama lawmakers push forward with AI regulation while navigating Trump’s executive order

HUNTSVILLE, Ala. (WAFF) – Alabama lawmakers are introducing bills to regulate how artificial intelligence is used in the state. These bills cover everything from requiring age verification for AI chatbots to using AI in healthcare decisions. President Trump recently issued a decree which prevent states from enacting certain AI-related laws. This order warns that states…

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AI powering DIY investing: Webull CEO Anthony Denier on the rise of the trading co-pilot

How artificial intelligence is reshaping research, risk management and execution for everyday investors. AI is no longer a futuristic complement to DIY investing. It becomes the operating system that powers it. As part of our monthly AI in Wealth spotlight, InvestmentNews asked Anthony Denier, CEO of Webbullfor his perspective on how technology is transforming the…

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From chips to jobs: Huang’s vision for AI at Davos 2026

Speaking in Davos, Huang argued that investments in AI strengthen employment by reorienting work from tasks to purpose, particularly in healthcare, manufacturing and digital services. AI evolves into a fundamental economic system rather than a standalone technology, according to NVIDIA CEO Jensen Huang, who described AI as a five-layer infrastructure spanning energy, hardware, data centers,…

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How to prevent AI slop from costing your business

Beth Kempton pour Upwork Comment éviter que les erreurs d’IA ne coûtent cher à votre entreprise L’intelligence artificielle sur le lieu de travail offre des avantages incontestables, tels qu’une exécution plus rapide, un rendement accru et une prise de décision mieux informée. Cependant, alors que les organisations se précipitent mettre en œuvre l’IAils découvrent souvent…

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Darktrace highlights growing unease as AI agents operate with access to critical data and processes

Darktrace announced the findings of its State of AI Cybersecurity Report 2026examining how the rapid adoption of AI in business is changing the nature of cyber risk for global businesses. The findings highlight growing concern among cybersecurity professionals about the rise of agentic AI in their organizations, with more than three-quarters (76%) of security professionals…

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