Corporate Governance, National Strategy, Frontier Observations, Global Governance, Education Leadership & Thought Dialogues https://www.hungyichen.com/en/insights 2026-03-14T00:00:00+08:00 Hung-Yi Chenhttps://www.hungyichen.com https://www.hungyichen.com/favicon.ico https://www.hungyichen.com/en/insights/ai-governance-regulatory-landscape-2026 2026-03-14T00:00:00+08:00 2026-03-14T00:00:00+08:00

A comprehensive map of AI governance frameworks worldwide — from the EU AI Act's August 2026 full enforcement to NIST AI RMF, Singapore's agentic AI framework, and China's algorithm regulations. Analysis of regulatory gaps, enforcement challenges, and what enterprises must do now.

Hung-Yi Chen https://www.hungyichen.com/en/insights/enron-ltcm-nobel-laureates-hubris 2026-03-12T00:00:00+08:00 2026-03-12T00:00:00+08:00

Two Nobel laureates joined a hedge fund and nearly crashed the global financial system. Then Enron used the same financial models to commit the largest corporate fraud in history. The story of LTCM and Enron reveals what happens when academic brilliance meets unchecked hubris.

Hung-Yi Chen https://www.hungyichen.com/en/insights/genai-value-hierarchy 2026-03-10T00:00:00+08:00 2026-03-10T00:00:00+08:00

Most enterprises still treat generative AI as a 'faster search engine,' stuck at the bottom of the value pyramid. This article analyzes four tiers of GenAI application value — individual efficiency, collective intelligence, process transformation, and visionary innovation — with empirical data from McKinsey, BCG, and HBR to show how the highest-value tier generates exponential returns.

Hung-Yi Chen https://www.hungyichen.com/en/insights/ai-data-governance-strategy 2026-03-08T00:00:00+08:00 2026-03-08T00:00:00+08:00

Gartner predicts 60% of AI projects will be abandoned due to lack of AI-ready data. This article analyzes how enterprises can build data governance frameworks suited for the generative AI era — from NIST AI RMF and EU AI Act to DAMA-DMBOK — and explores how AI can in turn assist in data governance.

Hung-Yi Chen https://www.hungyichen.com/en/insights/ming-crop-failures-empire-fall 2026-03-08T00:00:00+08:00 2026-03-08T00:00:00+08:00

Severe crop failures devastated China's northern territory for a decade during the late Ming (1628-1644). From granary system collapse to the fiscal-military spiral, how agricultural crisis triggered peasant revolts, dynastic fall, and lessons for modern food security.

Hung-Yi Chen https://www.hungyichen.com/en/insights/ubi-ai-labor-restructuring 2026-03-06T00:00:00+08:00 2026-03-06T00:00:00+08:00

With AI potentially displacing 47% of jobs, is Universal Basic Income (UBI) the answer? Drawing on empirical data from the Finnish experiment, Kenya's GiveDirectly, and the Stockton SEED program in the United States, this article analyzes the feasibility and limitations of UBI in the AI era.

Hung-Yi Chen https://www.hungyichen.com/en/insights/chatgpt-enterprise-guide 2026-03-04T00:00:00+08:00 2026-03-04T00:00:00+08:00

How to choose between ChatGPT Business, Enterprise, and API? This article compares enterprise plans from OpenAI, Microsoft Copilot, Google Gemini, and Anthropic Claude — covering pricing, security, and deployment models — with a practical decision framework for CTOs and CIOs.

Hung-Yi Chen https://www.hungyichen.com/en/insights/computational-thinking-ai-era 2026-03-02T00:00:00+08:00 2026-03-02T00:00:00+08:00

From Wing's classic definition to Taiwan's 108 Curriculum Guidelines, from Papert's Logo language to PISA 2025 digital assessments, how has computational thinking evolved from a specialized computer science skill into a core literacy essential for everyone in the AI era? This article draws on academic literature to analyze the four key elements of computational thinking and their educational applications.

Hung-Yi Chen https://www.hungyichen.com/en/insights/cto-leadership-ai-era 2026-02-28T00:00:00+08:00 2026-02-28T00:00:00+08:00

Cloudflare's Vinext project proved that one engineering manager, using AI over one week and spending $1,100, could reimplement the core functionality of Next.js. This is not just a technology story—it reveals the essence of software abstraction, the fundamental transformation of the CTO role, and a new paradigm for enterprise technology leadership.

Hung-Yi Chen https://www.hungyichen.com/en/insights/ai-agent-liability-framework 2026-02-26T00:00:00+08:00 2026-02-26T00:00:00+08:00

When AI Agents make autonomous decisions that cause harm, liability attribution becomes a fundamental challenge for the legal system. From agency law and product liability to the EU AI Liability Directive, this article analyzes the institutional design of AI liability through game theory and law and economics, offering a governance framework for Taiwan's enterprises and legislators.

Hung-Yi Chen https://www.hungyichen.com/en/insights/eu-ai-act-global-compliance 2026-02-24T00:00:00+08:00 2026-02-24T00:00:00+08:00

The EU Artificial Intelligence Act takes full effect in August 2026, with penalties up to 7% of global revenue. This article analyzes the impact of the world's first comprehensive AI legislation on cross-border enterprises from the perspectives of the Brussels Effect, game theory, and compliance economics, providing an action blueprint for Taiwan's tech industry and policymakers.

Hung-Yi Chen https://www.hungyichen.com/en/insights/ai-hallucination-governance 2026-02-22T00:00:00+08:00 2026-02-22T00:00:00+08:00

Generative AI hallucinations cause severe consequences in high-risk domains such as law, healthcare, and finance. From a New York lawyer citing fabricated case law to medical diagnostic deviations, this article analyzes the root causes of AI hallucination through cognitive science, information economics, and governance theory, constructing a systemic governance framework at both enterprise and policy levels.

Hung-Yi Chen https://www.hungyichen.com/en/insights/deepseek-open-source-ai-geopolitics 2026-02-20T00:00:00+08:00 2026-02-20T00:00:00+08:00

DeepSeek-R1 challenged OpenAI o1 at a training cost of under $6 million, triggering a global AI industry shockwave. This article analyzes how open-source AI models are reshaping the US-China tech competition landscape from three dimensions—geopolitical game theory, open-source economics, and technological sovereignty—while exploring Taiwan's strategic opportunities in the open-source AI ecosystem.

Hung-Yi Chen https://www.hungyichen.com/en/insights/ai-job-displacement-labor-market 2026-02-18T00:00:00+08:00 2026-02-18T00:00:00+08:00

A systematic analysis of AI automation's impact on the global labor market, emerging occupations and skills transformation, policy responses across nations, and Taiwan's unique challenges and opportunities -- drawing on research from McKinsey, WEF, Acemoglu, and Autor.

Hung-Yi Chen https://www.hungyichen.com/en/insights/prompt-engineering-methodology 2026-02-16T00:00:00+08:00 2026-02-16T00:00:00+08:00

From the academic foundations of linguistics and cognitive science, through core methodologies such as Chain-of-Thought, Tree-of-Thoughts, and ReAct, to enterprise-grade prompt template engineering and the DSPy automated optimization framework — a systematic analysis of how Prompt Engineering is evolving from intuitive craft into a quantifiable, reproducible science of AI communication.

Hung-Yi Chen https://www.hungyichen.com/en/insights/ai-healthcare-governance-dilemma 2026-02-14T00:00:00+08:00 2026-02-14T00:00:00+08:00

AI is reshaping every aspect of healthcare — from medical imaging and drug discovery to precision medicine. Yet when algorithms begin assisting or even replacing physicians' clinical judgment, liability attribution, algorithmic bias, and data ethics become the core governance challenges. This article compares the regulatory frameworks of the FDA, EMA, and TFDA, and dissects the legal, ethical, and policy dilemmas of AI in healthcare.

Hung-Yi Chen https://www.hungyichen.com/en/insights/supply-chain-resilience-taiwan-geostrategy 2026-02-12T00:00:00+08:00 2026-02-12T00:00:00+08:00

From post-pandemic supply chain restructuring to Taiwan's Silicon Shield strategy, this article uses game theory and geoeconomics to analyze the competitive dynamics of the CHIPS Act, the European Chips Act, and Japan's semiconductor strategy, examining Taiwan's strategic positioning and survival equation in the global supply chain resilience transformation.

Hung-Yi Chen https://www.hungyichen.com/en/insights/agentic-ai-paradigm-shift 2026-02-10T00:00:00+08:00 2026-02-10T00:00:00+08:00

A deep analysis of the fundamental differences, economic implications, and organizational impact of conversational AI versus agentic AI—two modes of human-machine interaction—through the lenses of principal-agent theory, transaction cost economics, and cybernetics.

Hung-Yi Chen https://www.hungyichen.com/en/insights/semiconductor-cluster-higher-education 2026-02-08T00:00:00+08:00 2026-02-08T00:00:00+08:00

Taiwan's universities need not compete with Harvard or Oxford on rankings—they should compete on industry linkages. Drawing on the author's experience at Zhejiang University leveraging Hangzhou's digital economy to build international recognition, this article explores how Taiwan's higher education can use its semiconductor cluster as a differentiation strategy to attract top talent from around the world.

Hung-Yi Chen https://www.hungyichen.com/en/insights/flat-organization-leadership-art 2026-02-06T00:00:00+08:00 2026-02-06T00:00:00+08:00

Drawing on the author's experience working with Dean Ben Shenglin at Zhejiang University's International Business School (ZIBS), this article analyzes how exceptional leaders create high-performing teams through organizational design, combining frameworks from organizational theory, game theory, and innovation management.

Hung-Yi Chen https://www.hungyichen.com/en/insights/semiconductor-geopolitics 2026-02-04T00:00:00+08:00 2026-02-04T00:00:00+08:00

From TSMC's global expansion to the U.S.–China chip embargo, this article examines how semiconductors have escalated from an industrial issue to a central variable of geopolitics, and how Taiwan can safeguard its strategic autonomy and economic security amid great-power competition.

Hung-Yi Chen https://www.hungyichen.com/en/insights/genai-enterprise-strategy 2026-02-02T00:00:00+08:00 2026-02-02T00:00:00+08:00

As generative AI moves from technology demos into core enterprise processes, CEOs face not 'whether to use AI' but 'how to deploy at scale within a governance framework.' From value chain analysis to risk governance, this article presents a five-stage pathway and six governance principles for enterprise GenAI adoption.

Hung-Yi Chen https://www.hungyichen.com/en/insights/resource-mobilization-platform 2026-01-31T00:00:00+08:00 2026-01-31T00:00:00+08:00

Using the case of Zhejiang University's International Business School inviting two Nobel laureates in Economics and dozens of global business leaders for a lecture series, this article analyzes—through the lenses of platform economics, game theory, and entrepreneurship theory—how to create a multi-sided platform where every party benefits, even without budget, connections, or institutional reputation.

Hung-Yi Chen https://www.hungyichen.com/en/insights/differentiation-positioning-higher-education 2026-01-29T00:00:00+08:00 2026-01-29T00:00:00+08:00

Using Zhejiang University's pursuit of a partnership with the Australian National University as a case study, this article analyzes from the perspectives of competitive strategy, game theory, and platform economics: when a competitor already has a strong partner, how can differentiated positioning—rather than head-on competition—help you find your blue ocean?

Hung-Yi Chen https://www.hungyichen.com/en/insights/strategic-alliance-game-theory 2026-01-27T00:00:00+08:00 2026-01-27T00:00:00+08:00

Using the dual-degree collaborations between Zhejiang University, the Chinese University of Hong Kong, and the Australian National University as case studies, this article analyzes the key success factors for inter-institutional cooperation through the lenses of game theory, transaction cost economics, and organizational theory—how partnerships evolve from individual contacts to institutionalized collaboration.

Hung-Yi Chen https://www.hungyichen.com/en/insights/ai-agent-protocol-wars 2026-01-25T00:00:00+08:00 2026-01-25T00:00:00+08:00

NIST announces an AI Agent Standards Initiative, Google Chrome ships built-in WebMCP, and Anthropic donates MCP to the Linux Foundation. With MCP surpassing 97 million monthly downloads and A2A backed by over 100 enterprises, the AI Agent 'protocol wars' are replaying the 1980s TCP/IP vs OSI history. From OpenClaw's architectural lessons to the fatal blind spots of agent security, whoever sets the standard controls the future.

Hung-Yi Chen https://www.hungyichen.com/en/insights/ai-agent-cognitive-offloading 2026-01-23T00:00:00+08:00 2026-01-23T00:00:00+08:00

MIT brainwave research found a 55% reduction in brain connectivity when using ChatGPT; a Wharton/PNAS experiment showed students' exam scores dropped 17% after practicing with GPT-4; the Lancet published the first clinical deskilling evidence. How is AI changing the way humans think, from cognitive offloading to the deskilling paradox, and how should enterprises and education systems respond?

Hung-Yi Chen https://www.hungyichen.com/en/insights/vibe-coding-software-engineering-crisis 2026-01-21T00:00:00+08:00 2026-01-21T00:00:00+08:00

Karpathy coined Vibe Coding, Collins Dictionary named it Word of the Year, 25% of YC startups have 95% AI-generated codebases—yet METR finds senior developers are 19% slower with AI, GitClear reports 48% more copy-paste, and Georgetown reveals 40% of AI code contains security vulnerabilities. From technical debt to cognitive debt, software engineering faces an existential crisis.

Hung-Yi Chen https://www.hungyichen.com/en/insights/ai-agent-economy-digital-labor 2026-01-19T00:00:00+08:00 2026-01-19T00:00:00+08:00

OpenClaw triggers $800 billion in SaaS market cap evaporation, Anthropic CEO predicts the first billion-dollar one-person company, McKinsey estimates AI agents will create $2.9 trillion in annual value — analyzing how agentic AI is reshaping enterprise productivity, the labor market, and the fundamental assumptions of capitalism.

Hung-Yi Chen https://www.hungyichen.com/en/insights/openclaw-agentic-ai-governance 2026-01-17T00:00:00+08:00 2026-01-17T00:00:00+08:00

From OpenClaw's explosive growth to 73 security vulnerabilities and 12% malicious skills, this article dissects the governance dilemma of open-source AI Agents. Singapore released the world's first agentic AI governance framework, and the EU AI Act enters full enforcement in August 2026. How should enterprises and nations address the legal liability and regulatory challenges of autonomous AI agents?

Hung-Yi Chen