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    AI Is Unsafe Until It Learns to Stabilize

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    Structured Reasoning as Equilibrium

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    Homeowners in America’s AI heartland are reaping a surprise dividend

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    Researchers say they used Anthropic’s Claude to breach a ChatGPT employee account, highlighting LLM security gaps

    Former AI researcher Jacob Coxon warns that troubling model behavior could foreshadow what’s next

    Microsoft’s AI chief calls OpenAI’s latest safety disclosure a ‘serious situation’

    OpenAI flags six additional cases of troubling AI model behavior since March

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    Researchers say they used Anthropic’s Claude to breach a ChatGPT employee account, highlighting LLM security gaps

    OpenAI flags six additional cases of troubling AI model behavior since March

    OpenAI CEO says AI fears are justified but urges trust in industry to keep technology safe

    Sam Altman warns AI faces two chief threats: misalignment and dangerous concentration of power

    Trump AI adviser says AI makers—not government—must ensure their systems are safe

    Trump Rejects New AI Oversight as Industry Chiefs Urge Slowdown on Rapid Advances

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AI or Not: Do College Students Grasp the Trade-Offs?

Clustering: The Mathematics of Proximity
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As generative AI becomes ubiquitous on campus, an Angelo State University professor says students are ceding too much control to machines. Will Teague devised a method to spot AI-written coursework and argues that reliance on tools such as ChatGPT risks diminishing student agency and learning. The NPR segment underscores a widening rift in higher education: instructors are scrambling to set guardrails and redesign assignments, while student adoption outpaces policy. The debate lands as AI models evolve rapidly—OpenAI’s latest versions feature faster output and reasoning modes—leaving universities to balance innovation with integrity.

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Guidance for Generative AI in Education and Research (UNESCO)
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