Your boss might be using AI to write your performance review
THE SO WHAT
Once AI is drafting reviews and promotion cases, the real power shifts to whoever controls the prompts, templates, and training data. HR and line leaders need governance now—document how AI is used in evaluations or you’re inviting bias, disputes, and trust erosion at scale.
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Applied AIGoogle DeepMind’s watermarked AI proteins still work in the lab
DeepMind is baking provenance into the substrate of biology itself—watermarking amino acid sequences and 3D structures means AI-designed proteins can be traced long after they leave your lab. If you’re doing synthetic bio or pharma, assume regulators and major partners will start expecting this kind of traceability in your design pipelines.
Applied AIIf an AI agent is attesting your controls, who’s attesting the agent?
Once AI agents start attesting your security and compliance controls, the audit surface shifts from checklists to model behavior, training data, and oversight. Security and risk teams need to define how they’ll validate agent decisions and log explainability before delegating core assurance work.
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Applied AIOpenAI’s 2017 plan to auction AGI to China and Russia, per The Atlantic
The reported 2017 idea of auctioning future AGI rights to governments—including China and Russia—shows how fluid governance thinking was even inside frontier labs. For policymakers and operators, the lesson is to treat current alignment and access frameworks as contingent and worth stress-testing, not settled doctrine.