Tech

AI removes some tasks while creating demand elsewhere Single exposure scores hide these opposing task effects Hiring of young workers falls while aggregates stay calm In the most widely used exposure i

Causal training plus LLM access produced the strongest group Firms can hire, train and equip for this combination Whether the advantage lasts across careers remains untested Superhuman labor has been described in this series of notes a

Europe's frontier AI dependence has become a strategic cost Autonomy costs billions and years and Europe remains behind Abundant talent stays unconverted without capital and compute The European Union has about tw

Survey data show wide but shallow generative AI adoption Chat logs misplace tasks and ignore abandoned or corrected answers Future data collection should record what happened to results Generative AI at work has already passe

Exposure alone rarely predicts real productivity or employment outcomes Verification cost and demand elasticity decide where AI pays off Entry-level learning task loss may cost more than it saves At an American cu

Training existing staff outperforms hiring AI specialists tenfold Error costs, not time saved, justify AI training investment Entry-level jobs vanish first, threatening future expert pipelines Just 2 percent of U.S.

Europe cannot fund a full AI stack while rearming Its real advantage is trained researchers, not capital Open-weight models bought by defence secure model-level sovereignty On June 12,

AI answers replace clicks while crawlers take publishers' content Blocking removes rigorous sources and weakens answer reliability Verifiable crawlers and auditable payment are the minimum fix

Europe’s AI gap is not about technology — it is about weak hands-on use at work Productivity gains come from daily tool use, not from policy frameworks alone Without faster workplace adoption, Europe will fall further behind global peers

Trump’s tariffs are driving factories and capital from China into Southeast Asia ASEAN is gaining ground in high-tech exports and global manufacturing Education and skills will decide whether this shift creates lasting, quality jobs

U.S. spin-off narrows feeds Students lose global views Mandate diversity metrics, open datasets TikTok reaches millions of Americans every day, and a significant number are students. In 2024, Pew found that 58% of U.S.

Industrial subsidies in East Asia misallocate resources and dampen productivity Cheap credit and opaque, incumbent-favoring programs entrench weak firms Make support transparent, performance-based, and linked to skills and exit

Quantum Echoes delivered a verified 13,000× speedup, elevating quantum chaos education Curricula should pivot from qubit counts to competence in echoes, OTOCs, and noise Fund teacher PD, simple cloud labs, and artifact-based assessment

China’s soft power problem is monetization, not creativity Shift incentives to export outcomes, licensing, and private experimentation Let partners localize, focus on proven genres, and flip the IP receipts–payments gap

Learning spreads through educator networks Eigenvector centrality pinpoints the hubs to seed first Targeting those hubs speeds recovery systemwide Seventy percent of 10-year-olds in low- and middle-inc

AI tongue diagnosis turns a centuries-old check into fast, cheap triage With phones and clear protocols, it flags likely risks for confirmatory tests Deploy in primary care with consent, calibration, and monitoring to scale safely

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 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.