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    Structured Reasoning as Equilibrium

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

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    Trump administration live updates: Public gives classroom AI failing marks

    OpenAI flags alarming AI behaviors and unveils a stricter system to monitor misalignment

    OpenAI details six new cases of troubling AI behavior

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    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 squeezes entry-level hiring for new grads — and puts colleges’ ROI promises to the test

The Desert of Meaning
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The AI boom is reshaping entry-level hiring, tightening prospects for recent graduates and intensifying scrutiny of colleges’ return on investment. Employers have grown more downbeat: 51% rate the job market for seniors as poor or fair, the highest since 2020–21, according to NACE. Entry-level postings have fallen 35% since January 2023, Revelio Labs says, while U.S. employers announced 1.1 million job cuts this year, up 65% from a year earlier, led by tech restructurings tied to AI, per Challenger, Gray & Christmas. Tech and finance roles face outsized exposure to generative AI; nursing and skilled trades remain more insulated. Only 30% of the Class of 2025 has secured a full-time job in their field, down from 41% for the Class of 2024, Cengage reports. The shift is pressuring colleges to deliver work-based learning and industry ties. CUNY is rolling out systemwide career-connected advising and paid experiences for 180,000 undergrads. With families demanding proof of outcomes and student borrowers calling debt a “huge burden,” schools are racing to expand internships and co-ops—though smaller, non-urban campuses may be at a disadvantage. “Higher ed is ill-equipped for rapid change,” says Harvard’s Joseph Fuller, warning that traditional pathways are narrowing as AI compresses entry-level work.

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— Generative AI at Work
— The Future of Jobs Report 2023
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