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    AI Is Unsafe Until It Learns to Stabilize

    AI Is Unsafe Until It Learns to Stabilize

    Structured Reasoning as Equilibrium

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    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

    Congress pushes back on Trump’s AI stance as lawmakers ramp up calls for guardrails

    Trump dismisses AI doomsday warnings as a ‘hoax’ while tech leaders decry an ‘unseen hand’ driving regulation

    Could AI doom humanity? The architects of the technology warn of mounting risks and urge oversight

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

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    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

    Global tech stocks slip as AI leaders urge a slowdown in development

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Analysts say the AI age offers bright spots for new graduates

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As AI reshapes entry-level hiring, young Britons are struggling to break in—but the outlook may not be as grim as it seems. Recent job-market weakness and automated screening tools have frustrated graduates like London-based Divine Jacob, who says AI-driven sifts erase “human-to-human” connection. McKinsey reported last year that postings in AI-exposed roles—software, data, design, media, legal and finance—fell 38%, contributing to a squeeze on new grads as UK youth unemployment hit 16% and overall unemployment reached 5.2% in late 2025. Now, analysts say the pendulum is swinging: companies are learning they need workers with AI fluency and strong people-management skills to deploy new tools effectively. Startups such as Riser and BossUp AI are moving to help candidates showcase soft skills and measure “AI readiness.” The near-term job hunt remains bruising, but experts predict demand will rebound for “AI-native” graduates as adoption matures.

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— The Future of Jobs Report 2023 (World Economic Forum)
— UK ONS: Unemployment statistics
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