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David O'Neill

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David O’Neill is a Professor of Finance and Data Analytics at the Gordon School of Business, SIAI. A Swiss-based researcher, his work explores the intersection of quantitative finance, AI, and educational innovation, particularly in designing executive-level curricula for AI-driven investment strategy. In addition to teaching, he manages the operational and financial oversight of SIAI’s education programs in Europe, contributing to the institute’s broader initiatives in hedge fund research and emerging market financial systems.

David O'Neill

Cooling classrooms cuts heat-related learning loss but doesn’t reverse falling math scores Pair AC with ventilation, phone-off rules, and morning math blocks for bigger gains Treat HVAC as a policy for instruction and track outcomes to fund what truly boosts achievement

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David O'Neill

Credible budgets cut inflation Rising defense and debt threaten school funding Multi-year fiscal plans can protect education In May 2010, Greece initiated a significant one-year budget cut in the euro area, reducing i

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David O'Neill

Forecast errors turned a supply shock into larger welfare losses; “look-through” amplified them Make look-through state-contingent with public shock decompositions and automatic triggers Shield schools via indexed budgets, pooled energy hedging, and efficiency investments that cut volatile costs

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David O'Neill

Robots should be Europe’s first responder to ageing, handling routine work so people focus on human-only tasks Education must pivot fast—stackable credentials for robot operation, integration, and safety Use migration where irreplaceable in care and teaching; automate the rest to stabilize growth

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David O'Neill

Local debt collapse and deflation push silent austerity into schools Beijing can prevent a bank crisis, not classroom payroll pain Protect operating budgets, ease family costs, and retool TVET The number that will

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David O'Neill

Tariffs push India and China toward pragmatic corridor-based coordination Chokepoints like Malacca demand education focused on logistics, compliance, and applied R&D Build corridor-ready micro-credentials now to hedge volatility and capture growth

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David O'Neill

China–Russia stick together because discounted energy and sanctions pressure align their interests Despite mistrust, flows of oil, gas, and parts—often via North Korea—keep the bond tight Education systems should budget for energy shocks, harden compliance, and teach scenario planning

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David O'Neill

Eustress—purposeful, controllable challenge—appears to extend healthspan Evidence from royal lifespans and modern biology suggests agency under load, not early exit, supports longevity Replace hard retirement cutoffs with flexible, late-career roles that maximize autonomy, mentoring, and recovery

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David O'Neill

AI excels on known paths, so schools must shift beyond procedure Assessments should reward framing and defense under uncertainty This prepares students for judgment in an AI-driven world Every era has its pivotal moment.

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David O'Neill

Neural networks rarely beat simple baselines in noisy markets Finance needs transparent models that fail visibly Glass-box practices must be the default In 2025, a new Nature study on stock-market prediction reached a surprising c

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David O'Neill

Bequests and risk largely drive why households save and work Factor thinking reduces student signals to cashflow, care, schedules, and family transfers Design aid to smooth risks and protect family reserves with fast, income-based plans

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David O'Neill

AI scans simplify elections but risk bias Clear rules and provenance reduce errors With oversight, even losers can trust them The largest election year ever recorded coincides with the most persuasive media techn

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David O'Neill

Sunday bans add about 1.4 miles of travel per trip They now mainly push shoppers online Targeted labor and digital-market policies work better One key number shapes our understanding of Sunday trading rules: 1.4 miles.

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David O'Neill

The UK–India pact swaps targeted tariff cuts for larger services and mobility gains Phased quotas protect adjustment while amplifying each side’s comparative strengths Biggest risk: an EU–India deal; move fast and fund skills to preserve advantage

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David O'Neill

Same cash backbone, different rules: MMFs pay yield; stablecoins move money fast Receive tuition via regulated stablecoins, then auto-sweep into MMFs/tokenized T-bills This two-rail setup cuts cross-border costs, speeds settlement, and protects budgets

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David O'Neill

China’s dominance in manufacturing now rests on its vast talent pipelines, not just efficiency Western economies risk losing ground unless education and training systems compress time-to-competence at scale Factories of the future will be decided in classrooms as much as on shop floors

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David O'Neill

Business and financial cycles require different neutral interest rates East Asian data show the gaps are often large Policy must balance growth needs with financial stability The most crucial number in monetary policy

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