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    The Hidden Trap in AI Reasoning: Why Your Group-Relative Advantage Is Biased

    Uncovering fundamental flaws in GRPO and introducing History-Aware Adaptive Difficulty Weighting (HA-DW) as the critical fix. The Hidden Flaw: While Group Relative Policy Optimization (GRPO) is...

    The $134 Billion Grudge: Why the World’s Richest Man is Suing for More

    Despite a staggering $700 billion fortune, Elon Musk demands a jaw-dropping payout from OpenAI and Microsoft in a legal battle that transcends mere money. A...

    xAI Activates the World’s First Gigawatt-Scale Supercomputer

    While the rest of Big Tech drafts roadmaps for the future, Elon Musk’s Colossus 2 is already online, consuming city-sized energy to train the...

    Steam Draws a Line in the Sand: The Difference Between AI Efficiency and AI Art

    Valve updates its developer policy to distinguish between backend production tools and the generative content that actually ships to players. Focus on the Player Experience: Valve...

    AI Swarms: The Trillion-Token Experiment

    A new experiment involving "agentic coding" reveals that the future of software development isn't one smart AI—it's hundreds of them working in a hierarchy. Massive...

    FuriosaAI Unveils NXT RNGD Server to Smash Data Center Power Barriers

    A new turnkey solution promises to bring high-performance AI inference to standard air-cooled data centers, eliminating the need for exotic infrastructure retrofits. Seamless Integration: The NXT...

    Claude Cowork – The Spy in the Sandbox: How He Can Be Tricked into Stealing Your Files

    An unpatched vulnerability in Claude’s coding environment turns the new AI agent into a potential double agent, exposing user data via trusted API channels. Unresolved...

    The Raspberry Pi AI HAT+ 2: A Brain Transplant for Your Pi, or Just an Expensive Hat?

    Raspberry Pi’s latest $130 accessory promises local Generative AI with 8GB of dedicated RAM, but real-world testing reveals a solution still searching for its...

    Meet OpenCode, the Ultimate AI Coding Agent

    Forget the GUI—experience a native, open-source AI pair programmer that truly understands your codebase. Native Terminal Integration: A beautiful, themeable TUI that lives where you work,...

    GLM-Image: The Best of Both Worlds in Generative AI

    How a new hybrid architecture bridges the gap between deep semantic understanding and high-fidelity visuals A "Best of Both Worlds" Architecture: GLM-Image introduces an industrial-grade hybrid...

    Google’s Veo 3.1 Redefines AI Video Generation: Hollywood in Your Pocket

    From viral TikToks to professional training modules, the latest update brings hyper-realistic avatars, 4K resolution, and unmatched consistency to creators everywhere. Native Vertical Video: Creators can...

    War Without “Woke”: Pentagon Bets Big on Grok Despite Global Backlash

    Defense Secretary Hegseth signals a radical shift in military strategy, prioritizing raw data exploitation over safety guardrails as Musk’s controversial chatbot enters the Defense...