Frameworks, not forecasts.
AI, Crypto, and the frontier.
AI, crypto, macro, and Asian markets — all decoded in one place. Curated insights, not noise.
AI Insight
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ChatGPT Market Share 2026: A Routing Framework
ChatGPT market share fell below 50% in 2026. Here’s why two share numbers disagree, and the task-routing framework I use across ChatGPT, Gemini, and Claude.
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Google Gemini 3.5 Pro Launch: What’s New and How It Compares
The Google Gemini 3.5 Pro launch is half real, half rumor. Here’s what Google confirmed, what’s still a guess, and how I decide if it changes my work.
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Best Open-Source LLM Tools for Indie Developers in 2026
A non-developer’s 5-axis framework for picking best open-source LLM tools for indie developers in 2026 — models, runners, licenses, and what broke in testing.
Crypto Alpha
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AI Agent Wallet Security: Can You Trust One With Crypto?
A non-developer’s decision framework for AI agent wallet security, built around the Grok/Bankr drain where no key was stolen — the agent was talked into it.
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How Intent-Based DEXs Work (and What You Trust)
How intent-based DEXs work, for non-developers: solver competition, batch vs Dutch auctions, MEV claims, and what you trust when you sign an intent.
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How Liquid Restaking and LRTs Work: A Non-Developer’s Map
Here is how liquid restaking and LRTs work, drawn as a plain map for non-developers — plus the rehypothecation layer I got wrong before I saw the risk.
Frontier Tech
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2nm Chips Explained: GAA Nanosheet and Backside Power
2nm chips explained for non-engineers: what GAA nanosheet transistors and backside power delivery actually change for your phone, laptop, and AI bill.
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The Anthropic and OpenAI IPO Outlook: A User’s Framework
A non-investor’s framework for the Anthropic and OpenAI IPO outlook: structure, backers, cash burn, governance, and what an AI lab IPO means for you.
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Humanoid Robots Going Mainstream in 2026: A 4-Stage Filter
A Korean office worker’s 4-stage filter (Demo, Pilot, Deployment, Product) for reading every humanoid robots going mainstream in 2026 headline calmly.
