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    AI Is Unsafe Until It Learns to Stabilize

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    Structured Reasoning as Equilibrium

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    Sanders says AI’s risks could surpass those of nuclear weapons

    Washington Is Failing to Protect Americans on AI

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    Experts: AI is making it easier for U.S. adversaries to track and target the military

    Under mounting pressure, Congress weighs AI rules — here’s what could actually happen

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    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

    Trump says he alone is the AI ‘guardrail’ America needs as president

    Trump rejects AI guardrails, says a “smart president” is all that’s needed

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California Colleges Shell Out Millions on Faulty Plagiarism and AI Detection Tools—Are They Worth It?

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The article investigates California colleges’ growing reliance on costly plagiarism and AI-detection software, especially Turnitin, despite concerns over its accuracy, high costs, and student privacy. Since the rise of generative AI tools like ChatGPT, colleges have increasingly sought to police academic integrity, spending millions on detectors that often yield false positives and collect student work for corporate databases. These tools can create anxiety and confusion for honest students, flag non-native English speakers unfairly, and blur the lines of what constitutes legitimate use of technology in writing. Critics argue faculty and institutions should focus on building trust, clarifying AI policies, and training rather than resorting to faulty surveillance tools. The article highlights that despite mounting evidence of limited effectiveness and growing backlash, most colleges continue to renew their contracts, prioritizing deterrence over nuance and potentially undermining both student trust and intellectual property rights.

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