Engineers and scientists collaborating in a modern AI research lab with computers and code on screens.

Anthropic’s 2028 AI Training Forecast Puts Governance, Not Just Capability, at the Center

Anthropic’s estimate that there is better than a 60% chance AI systems will autonomously train their successors by 2028 matters because it shifts recursive self-improvement from a speculative idea into a near-term planning problem for labs, companies, and governments. The important correction is that this is not yet a picture of runaway autonomy; today’s systems…

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A group of adults working on laptops in an office, showing focused collaboration and concentration in a natural setting.

AI Automation Is Changing Minds, Not Just Workflows

AI automation is often discussed as a productivity story, but the more immediate shift may be psychological. The same systems that speed up work and personalize services are also narrowing how people think, straining attention, changing social behavior, and creating new mental-health risks that current safeguards do not handle well. Personalization can shrink cognitive range…

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