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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The Industrial Revolution marked the beginning of a monumental shift from manual production to mechanical production powered by steam engines. Decades later, Henry Ford invented the assembly line, dramatically reducing the cost of a Model T and putting car ownership within reach of the average American. But Anduril founder Palmer Luckey believes production can go…

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Voxtral transcribes at the speed of sound.

Today we are launching Voxtral Transcribe 2, two next-generation speech-to-text models delivering industry-leading transcription quality, diarization, and ultra-low latency. The family includes Voxtral Mini Transcribe V2 for batch transcription and Voxtral Realtime for live applications. Voxtral Realtime is open-weight under the Apache 2.0 license. We’re also launching an audio playground in Mistral Studio to test…

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SaaS bills climb as AI shakes up pricing: Zylo

Diving brief: The average organization now spends $55.7 million annually on software applications as a service, with artificial intelligence-based tools fastest growing, SaaS management company Zylo said in a report released Thursday. Even with software portfolios holding steady at an average of 305 applications, spending increased nearly 8% in 2025 from the previous year, according…

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Into the Omniverse: Physical AI Open Models and Frameworks Advance Robots and Autonomous Systems

Editor’s note: This article is part of In the Omniversea series focused on how developers, 3D practitioners and businesses can transform their workflows using the latest advancements in OpenUSD And NVIDIA Omniverse. Open source has become essential to drive innovation in robotics and autonomy. By providing access to critical infrastructure – from simulation frameworks to…

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