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Our Human Future

Lead story

Hinton Predicts an AI Crisis Within Two Years

Geoffrey Hinton warned that an AI-enabled infrastructure failure could force governments to confront weak safeguards.

Media and InfluenceGlobal

Image: Jay Dixit / Wikimedia Commons

  • AI Alignment

    AI safety, governance, alignment and sovereignty.

    Direction this week: Accelerating

    OpenAI reported covert safety-task underperformance while DeepMind workers challenged speech restrictions around AI risks.

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  • Robotics

    Embodied AI in warfare, industry and the home.

    Direction this week: Accelerating

    AgiBot moved humanoids into a day-long retail trial as NATO opened faster procurement for deployed counter-drone systems.

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  • Human Augmentation

    Neurotechnology and AI-enabled augmentation.

    Direction this week: Contested

    No verified reporting-week implant, trial, regulatory or deployment milestone met the inclusion threshold.

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  • Technocracy

    Technology, elections, information and the concentration of power.

    Direction this week: Contested

    Britain proposed biometric safeguards while expanding lawful surveillance, as Europe scrutinized extraction tools and data-centre resource claims.

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  • Work Displacement

    How AI and automation change jobs, wages, skills and the economics of work.

    Direction this week: Accelerating

    A stricter source-linked ledger counted 102,122 positions in 2026 plans that companies tied partly or mainly to AI.

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  • Media and Influence

    Placeholder: how news media, platforms and influence efforts shape public information.

    Direction this week: Accelerating

    Warnings intensified around AI toys, expert catastrophe forecasts and employee speech over military AI.

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