AI labor cost has collapsed, making routine knowledge work pennies Schools should meter tokens, track accepted outputs, and redirect savings to student time Contract for pass-through price drops and keep human judgment tasks off-limits

AI productivity in education is real but uneven and adoption is shallow Novices gain most; net gains require workflow redesign, training, and guardrails Measure time returned and learning outcomes—not hype—and scale targeted pilots

The AI bubble rewards talk more than results Schools should pilot, verify, and buy only proven gains using LRAS and total-cost checks Train teachers, price energy and privacy, and pay only for results that replicate <

Tariffs with India, Korea, and Switzerland endanger student mobility and research in the learning economy Trade deals must lock in visa certainty, protected lab inputs, and joint research Bake education into trade to keep talent flowing and innovation alive

Media-driven memory politics outpaces classroom teaching in East Asia Cross-border, source-based history lessons can counter quick nationalist swings Schools must prime students before flashpoints to cool future conflicts

Communism did not reduce inequality more than other regimes and lowered overall welfare Europe’s welfare capitalism cuts disposable-income gaps through taxes, transfers, and strong delivery systems Tie school funding, time, and data to disadvantage to shrink learning gaps fast

China’s scale and prices now drive Asia’s green transition without Western support Japan and Korea provide the standards, finance, and delivery that make projects bankable ASEAN education should pivot to East Asian hardware, codes, and procurement skills

Trusted news wins when fakes surge Make “proof” visible—provenance, corrections, and methods—not just better detectors Adopt open standards and clear labels so platforms, schools, and publishers turn credibility into a product feature

China is moving from messaging abroad to pulling audiences in Visa easing, platform virality, and museum upgrades turn curiosity into visits and study Schools should swap institutes for short, place-based exchanges with clear safeguards

China shifts to cooperative leverage with zero tariffs and swap lines It builds influence as U.S.

Households’ inflation beliefs move more with media framing than ECB verbosity Extra, unscheduled talk can backfire; clarity, timing, and audiovisual formats anchor expectations Make communication a measurable policy tool with simple targets and state-contingent triggers

AI prices reflect scarce compute and network effects, not just hype Educators must teach market dynamics and govern AI use Turn volatility into lasting learning gains In a time historically dominate

Reshoring works only when automation slashes unit labor costs Raise robot density and software-driven productivity, not tariffs Tie incentives to verified plant gains and workforce upskilling One key point that should ch

Judge AI use by proportion, not yes/no Require disclosure and provenance to prove human lead Apply thresholds (≤20%, 20–50%, >50%) to grade and govern Sixty-two percent of people say they would like their favorite artw

AI lowers entry barriers, raises mastery standards Novices gain most; experts move to oversight and design Education must deliver operator training and governance mastery A quiet result from a very loud technology

AI use is ubiquitous; current assessments reward fluency over thinking Grade process, add brief vivas, and require transparent AI-use disclosure Train teachers, ensure equity, and track outcomes to make AI a partner Eig

AI accelerates information cascades, turning rumors into rapid bank runs Stability now hinges on dampening synchronized behavior, not just capital buffers Build rumor-aware stress tests, fast disclosures, and drill-based curricula

U.S.

AI and robotics remain narrow tools, excelling only in tightly defined tasks Human versatility—handling exceptions, combining roles, and adapting to context—remains the decisive advantage Education policy must prioritize training for this versatility, turning automation into complement rather than substitute

East Asia’s rise is method, not miracle: education plus efficiency China’s electronics exports soared from $5B to ~$1T via process mastery Policy focus: applied numeracy, diffusion finance, infrastructure, measurable yield gains