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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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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“Most investors still treat AI and crypto as separate worlds. The real opportunity li

“Today, most investors still view AI and crypto as separate worlds. The real opportunity lies in the infrastructure layer that connects them: protocols that allow agents to discover counterparties, negotiate, validate and settle transactions programmatically,” said Ran Levitzky, general partner at Magenta Venture Partners. When asked which sector or trend is currently being ignored and…

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Executives like David Solomon of Goldman Sachs say experience trumps everything in business, including brains. But Ricardo Amper, founder and CEO of the $1.25 billion software company Incode Technologies, believes Gen Z’s naivety is a professional blessing rather than a career curse. “My belief [is] that it is important to come out with a fresh…

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A consumer watchdog issued a warning about Google’s AI agent shopping protocol — Google says she’s wrong

Shortly after Google announced its new universal commerce protocol for AI-powered sales agents, a consumer economy watchdog sounded the alarm. In a post now viral on X Viewed nearly 400,000 times, Lindsay Owens wrote on Sunday: “Big/bad news for consumers. Google today announced how it plans to integrate shopping into its AI offerings, including search…

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Assessing Visteon (VC) Valuation After New CES 2026 Automotive AI Announcements

Visteon (VC) just used CES 2026 to showcase a group of AI-focused products, including its Snapdragon-based high-performance computing cockpit platform, an AI-ADAS module powered by NVIDIA, and a new cognitoAI integration from TomTom. Check out our latest analysis for Visteon. Despite the flurry of CES announcements regarding AI cockpits and ADAS, Visteon’s recent stock price…

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A Look At Monolithic Power Systems (MPWR) Valuation After AI Fueled Semiconductor Rally And Fed Policy Optimism

Monolithic Power Systems (MPWR) is back on investors’ radar after a 4.4% surge, which was accompanied by a broader semiconductor rally tied to enthusiasm for artificial intelligence at CES and evolving expectations for Federal Reserve policy. Check out our latest analysis on monolithic electrical systems. This 4.4% jump is part of a mixed but generally…

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Texas Instruments Buys Silicon Labs To Fuel Edge AI Scale

Analyst(s): Brendan BurkePublication date: February 10, 2026 Texas Instruments (TI) has agreed to acquire Silicon Labs for $7.5 billion in cash, combining TI’s scale of analog and embedded processing with Silicon Labs’ wireless connectivity portfolio. The deal highlights a strategic bet on manufacturing capabilities and integrated markets. What is covered in this article: Transaction: Texas…

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Is GoDaddy’s (GDDY) .CO Exit Quietly Rewiring Its AI Strategy And Competitive Moat?

In the days leading up to its fourth-quarter 2025 financial results, GoDaddy was expected to post earnings of US$1.58 per diluted share, while investors also weighed its decision to exit the .CO domain registry amid growing AI-driven competition. Along with these financial expectations, GoDaddy’s internal focus on longtime talent and evolving AI-driven development practices shows…

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