Asset Research
Polymarket's Real Power Is Not Letting People Bet
Polymarket is not merely a news-betting product. It turns events, probabilities, liquidity, and settlement rules into tradable markets.
Market Structure · Strategy Research · Risk Management
Breaking complex markets into testable analysis.
This blog focuses on quantitative strategy, derivative mechanics, macro variables, and industry change, grounding each piece in data anchors, trading constraints, and risk boundaries instead of simple market takes.
Latest Articles13 / 13 posts
Latest Articles
13 posts
Asset Research
Crypto Strategies Cannot Simply Reuse Traditional Market Experience
The difficulty of crypto markets is not only volatility. 24-hour trading, funding rates, exchange structure, leveraged liquidations, and sentiment contagion all change strategy behavior.
AI
DeepSeek V4: Million-Token Context, Open-Source Frontier Models, and China's AI Stack Migration
DeepSeek V4 Preview is not just another model upgrade. It puts long context, reasoning modes, agent workflows, and domestic accelerator adaptation into the same technical story.
Thoughts
Lifelong Learning in the AI Era: How Ordinary People Build Their Moat
In an era of rapid AI iteration, traditional knowledge reserves are depreciating. How can ordinary people maintain their core competitiveness through cognitive upgrades, cross-disciplinary skills, and mastering AI tools?
Business
Is Nvidia's Moat The Chip, Or The CUDA Ecosystem?
Nvidia's strongest position is not a single GPU or CUDA syntax itself, but the system that binds chips, networking, software libraries, developer habits, cloud vendors, and data-center delivery.
Macro Markets
Does RMB Appreciation Make Ordinary People "Richer"?
RMB appreciation is not a simple positive or negative. It redistributes cash flows across groups through import costs, export margins, asset pricing, and household consumption.
All topics
About this blog
Long-form notes on markets, strategy, and industry: understand structure before opportunity, define risk before return. The interface stays light, the content stays portable, and the publishing system leaves room for English, Japanese, and Spanish editions.