Deputy Director, Chinese Society of Technology Economics North America Office · Lecturer, The Hong Kong Polytechnic University · DBA
Evolving as a super individual
Blockchain protocols & AI agent research
Insight Stream
On June 30, 2026, Visa joined Open Standard to help issue Open USD (OUSD) — a interoperable dollar stablecoin for global finance. Who's in, how it differs from USDC/USDT, and why it matters for RWA se
Agents that demo beautifully often fail the business test: who pays, how much, and which cost line moves? MIT NANDA's 2025 enterprise survey and field anecdotes on PMF vs toolchain tourism.
AI Developed, Enabled, and Native are not the same. True AI Native products rewrite value creation, execution, and evolution—especially from 80% to 100% quality where tech cost beats expert labor.
Dr.Jingle Picks
Agents that demo beautifully often fail the business test: who pays, how much, and which cost line moves? MIT NANDA's 2025 enterprise survey
InsightsFrom Yang Yuanqing's 2014 customer-count question to SpaceX's 2026 IPO, Elon Musk became history's first trillionaire—after giving SpaceX le
InsightsAI compresses encodable skills into public goods. What remains compression-resistant: problem framing, judgment under uncertainty, accountab
InsightsRWA chains compete on treasuries, funds, and stablecoin settlement—not TPS hype. Circle's Arc puts USDC at L1 gas; Canton targets institutio
InsightsRunning a one-person company with many AI tools made me a human router between chat windows. AI Native MAS—multi-agent systems in channels l
InsightsResearch
When autonomous agents can't store all history, selective forgetting prevents long-horizon drift. Research commentary on memory architecture — why 'what to drop' is harder than 'what to keep'.
A JPE 2026 paper using 50 countries over 20 years finds AI capital cuts labor's income share by 4.2 points since 2010, shifting returns to capital—especially in the US and China.
Top journal QJE finds aggregate employment stable while middle-skill roles shrink fastest. A temple analogy: AI bookkeeping replaces the registrar monk; demand rises for the abbot and the novice.
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