Nvidia’s new technique cuts LLM reasoning costs by 8x without losing accuracy

Researchers at Nvidia have developed a technique that can reduce the memory costs of large language model reasoning by up to eight times. Their technique, called dynamic memory sparsification (DMS), compresses the key value (KV) cache, the temporary memory LLMs generate and store as they process prompts and reason through problems and documents. While researchers…

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Google Chrome ships WebMCP in early preview, turning every website into a structured tool for AI agents

When an AI agent visits a website, it’s essentially a tourist who doesn’t speak the local language. Whether built on LangChain, Claude Code, or the increasingly popular OpenClaw framework, the agent is reduced to guessing which buttons to press: scraping raw HTML, firing off screenshots to multimodal models, and burning through thousands of tokens just…

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5 things to know about Lockdown Mode, iPhone’s security feature

A recent incident surrounding a reporter’s device has put this little-known iPhone feature in the spotlight. A little known security feature on iPhones is in the spotlight after it stymied efforts by U.S. federal authorities to search devices seized from a reporter.Apple’s Lockdown Mode recently prevented FBI agents from getting into Washington Post reporter Hannah…

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