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Logitech is marketing its new Rally AI Camera and Rally AI Camera Pro as smaller, less intrusive options to big conference room video systems. Instead of regular video bars, the gadgets use tiny camera units with one-inch imaging sensors and automated functions to help with both video quality and room management. They also work as room sensors, using imagery along with AI-based tracking and analytics. That strategy puts Logitech in direct rivalry with well-known all-in-one…
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Nvidia doesn’t merely make new technology. It sets the rules for the language that determines markets. In tech, language frequently defines the market itself. The language used in the classic PC, server, and storage eras that dominated the first two decades of the 21st century was primarily dry and practical. The industry sold boxes, parts, and piping for the back end. PCs, servers, storage arrays, networking gear, and virtualization software may have changed the business,…
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The cloud has been the main place for computation and data in the tech industry for a long time. Last week at HP Imagine 2026 in New York, HP presented a strong argument for moving more of that intelligence to the edge. They focused on AI workloads operating on devices and enterprise workstations. This change is part of a bigger change in business AI. Companies are starting to put AI directly into workflows and gadgets…
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MediaTek is no longer merely a seller of chips in bulk. The company made it clear at its recent Analyst Day in San Francisco that it wants to be a top-tier player in AI, mobile, and edge computing, and change how the industry sees its position. That was the main story of the day. MediaTek didn’t just turn up with a few new products and a boring business story. Instead, it acted like a business…
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A minor but telling failure in the behavior of large language models (LLMs) is bringing to light a problem that hasn’t been talked about much: how safety features can accidentally teach models to make outputs that look true but aren’t.Hey, In one version, a safety feature that was meant to cut down on hallucinations added clear tool execution markers to the model’s compressed memory to show which actions had been taken. But over time, the…