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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OpenAI Astra Math Proofs: The Verifier Is the Story
The OpenAI Astra math proofs aren’t a genius-model headline. The real move is pairing an AI generator with a cheap automatic verifier — and you can copy it.
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Diffusion Language Models: Denoising vs Autoregression
How diffusion language models work, minus the math: iterative denoising vs autoregressive generation, the speed myth, and whether you should care yet.
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Best Free Open-Source AI Coding CLI Tools 2026
A non-developer’s decision memo on the best free open-source AI coding CLI tools 2026: opencode vs Cline vs Aider — what each really costs and which to pick.
Crypto Alpha
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How the AMM Constant Product Formula Works (x*y=k)
How the automated market maker AMM constant product formula works, on a real ETH/USDC pool — why prices move and why big trades cost more.
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How Crypto Clipboard Clipper Malware Swaps Wallet Addresses
How crypto clipboard clipper malware swaps wallet addresses at paste — a near-miss, why the first-4/last-4 check fails, and the verify-before-send habit I use.
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How MEV (Maximal Extractable Value) Works: The Swap Tax
A plain-language map of how MEV (maximal extractable value) works, why it quietly costs you on a swap, and the non-trader defenses I now use.
Frontier Tech
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Co-Packaged Optics: The Hidden Fuel Line Behind Your AI
Co-packaged optics explained for non-developers: why silicon photonics, not bigger models, is fixing the AI data center interconnect bottleneck you pay for.
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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.
