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Nurturing agentic AI beyond the toddler stage

MIT Technology Review / 3/16/2026

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Key Points

  • The piece frames agentic AI development as a continuum that should be nurtured beyond the initial, 'toddler' phase rather than halted at early capabilities.
  • It uses milestones analogies, like language or mobility in children, to propose benchmarks for AI capability, safety, and alignment progress.
  • The article highlights public fears and parental concerns about developmental milestones, calling for transparent safety testing and responsible leadership in AI advancement.
  • It advocates for a purposeful research and governance agenda to advance agentic AI while embedding ethics, accountability, and safeguards.
Parents of young children face a lot of fears about developmental milestones, from infancy through adulthood. The number of months it takes a baby to learn to talk or walk is often used as a benchmark for wellness, or an indicator of additional tests needed to properly diagnose a potential health condition. A parent rejoices…