This article was independently developed by The Economy editorial team and draws on original analysis published by East Asia Forum. The content has been substantially rewritten, expanded, and reframed for broader context and relevance. All views expressed are solely those of the author and do not represent the official position of East Asia Forum or its contributors.

Seventy-two percent of U.S. teens have used an AI "partner," and more than half say they use one regularly. That's not a niche. It's the new default for teen relaxation, practice talks, and (increasingly) advice on familiar problems. At the same time, a national data snapshot shows that 54% of 12-17-year-olds report difficulty getting the necessary mental health care.

A recent wave of coverage claimed that Reinforcement Learning (RL) had leaped pure math by navigating the notoriously thorny Andrews-Curtis landscape, downplaying long-term potential counterexamples and hinting – breathlessly – at tools that could one day predict stock crashes, pandemics, and even climate disasters years in advance. The research team made progress: by combining the RL standard with intelligent motion compression ("supermoves"), they found paths through cases that had resisted search for decades.

This article is based on ideas originally published by VoxEU – Centre for Economic Policy Research (CEPR) and has been independently rewritten and extended by The Economy editorial team. While inspired by the original analysis, the content presented here reflects a broader interpretation and additional commentary. The views expressed do not necessarily represent those of VoxEU or CEPR.

This article is based on ideas originally published by VoxEU – Centre for Economic Policy Research (CEPR) and has been independently rewritten and extended by The Economy editorial team. While inspired by the original analysis, the content presented here reflects a broader interpretation and additional commentary. The views expressed do not necessarily represent those of VoxEU or CEPR.

This article was independently developed by The Economy editorial team and draws on original analysis published by East Asia Forum. The content has been substantially rewritten, expanded, and reframed for broader context and relevance. All views expressed are solely those of the author and do not represent the official position of East Asia Forum or its contributors.