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    AI Is Unsafe Until It Learns to Stabilize

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    Structured Reasoning as Equilibrium

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    Why Autoregressive Language Models Cannot Lead to Human-Level Intelligence

    Anthropic’s ‘Mythos’ AI Flags 2,000+ Software Flaws in 7 Weeks, Withheld from Public Release Over Safety Risks

    Medicine Is Care, Not Data

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Gemini 3.1 Pro elevates core reasoning for your toughest problems

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Google unveiled Gemini 3.1 Pro, an upgraded AI model aimed at complex problem-solving, and began rolling it out in preview across consumer, developer and enterprise products. The company said the model marks a step-change in reasoning, posting a verified 77.1% on the ARC-AGI-2 benchmark—more than double the performance of Gemini 3 Pro—while introducing practical capabilities such as generating code-based animated SVGs. Developers can access the release via the Gemini API in Google AI Studio, CLI, Antigravity and Android Studio; enterprises through Vertex AI and Gemini Enterprise; and consumers via the Gemini app and NotebookLM, with higher limits for Pro and Ultra tiers. Google framed the preview as a validation phase ahead of general availability and flagged further work on agentic workflows. The launch follows last week’s release of Gemini 3 Deep Think, underscoring the company’s accelerated cadence in AI upgrades.

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