A former Google trust and safety executive is warning that AI could pose risks to children even greater than those associated with social media. Tom Siegel argues that companies are deploying increasingly capable AI without sufficiently robust safeguards, pointing to concerns ranging from dangerous emotional dependence and mental-health crises to children outsourcing critical thinking to chatbots.

The bigger issue is whether the industry can realistically police itself as AI becomes embedded in the lives of young people. Siegel’s call for stronger age verification, independent safety testing and more rigorous oversight raises an uncomfortable question: are we deploying these systems faster than we understand their consequences?

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AI is moving beyond analyzing scientific data and into something far more interesting: helping researchers uncover previously unknown physical behavior. In a new study, an AI model analyzed 3D particle motion in dusty plasma and identified complex, non-reciprocal forces with more than 99% accuracy, challenging assumptions that had been part of existing theories.

The bigger story is what comes next. If similar AI-driven techniques can be applied to other complex systems, from materials to living cells, AI could become a genuine tool for scientific discovery rather than simply a faster way to process information.

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The workplace robotics revolution may be approaching a tipping point. An Intel survey of 800 senior business leaders found that 60% expect to be operating robot fleets within the next five years, with many predicting that full-scale deployment could double operational output.

But enthusiasm is running ahead of preparation. Only 40% of surveyed companies currently have a strategy for integrating humans and robots, highlighting a significant gap between what businesses expect and what they’re actually ready to implement. The next phase of robotics may not simply be about replacing human workers, but about figuring out how humans and increasingly capable machines can work together.

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