The collapse of marginal costs is enabling one-person companies to compete at scale AI and platforms are reshaping firm boundaries, productivity, and market structure Policy must adapt to support solo firms while limiting new platform bottlenecks

AI capital is being miscounted, shrinking the economy on paper Hidden AI assets distort policy, funding, and skills planning Fixing measurement is now a growth and governance priority Currently, most official economic reports treat

LLMs replace Wikipedia by absorbing its knowledge while diverting human attention AI convenience erodes verification and shared correction Public knowledge now needs active policy protection Large language models (LLMs

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India’s reliance on cheap Russian oil is not a diplomatic preference but an economic necessity Energy security now outweighs export dependence on the United States in India’s policy calculus This constraint narrows India’s strategic options and weakens Washington’s leverage in Asia

The AI fluency gap is becoming the new digital divide, reshaping who advances and who falls behind at work Only a small group of fluent users capture most of AI’s productivity gains, concentrating power and opportunity Education systems and policy must act now to make AI fluency a shared public skill, not a private advantage

Abortion restrictions are linked to higher infant mortality and worse maternal health outcomes Research also shows increased relationship violence and long-term harm to children Policy debates must account for these documented effects, not ideology alone

China’s AI edge is increasingly driven by faster, cheaper access to power and land U.S.

Many trade gains reflect rerouting, not real production Reallocation builds domestic value; rerouting only shifts routes Policy must target value added, not export volume The main takeaway is that much of the recent growth in Sou

Markets price geopolitical risk long before models can measure it Local-language news captures early signals that global indices miss LLMs can structure these signals, if used with care and oversight After Russia's invasion of

Tariffs may work for semiconductors, but they fail as a broad industrial policy Volatile tariff revenue signals deeper economic and institutional costs Punishment-based trade erodes trust that long-term investment needs

Human-like AI can blur boundaries for students in schools Use clear identity labels, distance-by-default design, and distress safeguards Align law, procurement, and classroom practice to keep learning human We often say pres

The 10,000-hour rule fits early skill, not true peak AI raises the floor; judgment and transfer win Teach breadth first, verify always, specialize later Elite performance is best viewed as a process of growth, not just a nu

Stories outlast statistics, and feeds reward that Viral politics runs on heroes, villains, and anger Teach narrative literacy, and push for cleaner platform data A study found that the impact of a statistic on belief decreased by 73% after j

Fast AI PhDs won’t fix hiring if training stays shallow Firms need proof of real research skills, not faster diplomas Rigor and outcomes must drive funding and standards Available data indicate that Korea's a

SVB proved digital runs can topple banks fast Real-time diversification is the best defense Faster, targeted supervision blunts coordinated risk In March 2023, the future of financial oversight looked grim.

Label fast and show sources Track latency and publish audits Teach verification; support independent checks Right now, about half of all adults get their news from social media.

Europe’s defence surge meets tightening debt Fund smart: credible paths, joint buys, skills Avoid “Greece 2010”: improve balances, manage rollover risk Here's the thing: back in December 2025, over two-thirds of Europeans

AI companion mental health is a public-health risk Hallucinations + synthetic intimacy create tail-risk Act now: limits, crisis routing, independent audits Two numbers should change how we govern AI companions.

Xiangshan Forum is China’s planning room for global governance Beijing fuses hard power and finance to shape rules Education must teach Xiangshan-era governance, standards, and AI/security The Xiangshan Forum, held