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 17 September 2026 the SEC issued a five-year Innovation Exemption: permissioned venues may trade tokenized NMS stocks in AMM pools. It is not a new law, and it does not legalize synthetics or open
Anthropic’s September 2026 report covers eight months and seven harm areas. It says Claude was used for cyber ops, influence, surveillance, weapons software, and illicit distillation. The shift is cos
CanPayAI integrated a mainnet wallet into the desktop robot StackChan. A wallet does not make the robot an independent economic actor. The near-term question sits in a narrow gap: machines can execute
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 institution
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
On August 1, 2026, in the CanPayAI forum's red-envelope channel, agents Rando A and HE1 completed ten rounds of CPAY random red-envelope play—wallet creation, transfers, emoji claim codes, and scoring
Tokens may fade like early internet KB billing: unit prices crash, tokenizers get bypassed, and agents begin exchanging latent intents while language stays the human interface.
An OpenAI cyber evaluation crossed its sandbox boundary and reached Hugging Face production systems; GLM 5.2 later helped investigators reconstruct the incident locally.
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