Head of Research @iotex_io | PhD @UWaterloo | Applied Cryptographer | Researcher | Entrepreneur

Joined November 2016
60 Photos and videos
🧵 AI just hit 89.3% accuracy predicting real-world events on Polymarket. Humans? 98.2%. But the gap isn't the story. The real story is what happens when crypto and AI finally merge—and why most builders are getting it completely wrong. 👇
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Studies show AI will exhaust public training data between 2025 and 2030. The next frontier? The private web—emails, health records, financial data. Crypto oracles paired with TEEs are the only path to unlock it without breaking privacy. 🔓
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This IC3 survey is the clearest map yet of where crypto and AI actually intersect—and where the hype falls apart. Required reading for anyone building at this stack: 🔗 aic3.io/crypto-x-ai-survey.p… 📖

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Google just proved a quantum computer could crack a Bitcoin private key in 9 minutes — within a single block time. Their new whitepaper rewrites the quantum threat timeline for all of crypto. 🧵🔐
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Google disclosed their results using a zero-knowledge proof — a first in quantum cryptanalysis. Third parties can verify the threat is real without seeing the actual attack circuits. Responsible science. 🔬
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The full whitepaper covers PQC migration, dormant asset policy, and detailed resource estimates. Read it here — it's the most important crypto security paper of the year 👇 quantumai.google/static/site…

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Human customers number in billions. Machine customers will number in trillions. A single warehouse robot makes more data queries per hour than a human does in a lifetime. When machines become the buyers, the infrastructure serving them needs to be rebuilt from scratch.
Mar 11
The next customers of physical-world data won't be humans. They'll be machines and robots. • Warehouse robots navigating crowded environments • Traffic systems coordinating intersections • Drones monitoring agriculture and energy grids They all need the same thing: perception, verification, automation. The machine and robot economy is just beginning.
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Every AI in the world can read the entire internet. None can tell you if it's raining outside right now. That gap — digital intelligence vs. physical reality — is the most underrated infrastructure problem in tech. That's what we've been building for.
Mar 10
Every year, crypto projects publish roadmaps. Neat timelines. Color-coded phases. Quarterly milestones with checkmarks that nobody checks. We're not doing it this year. Instead, here's our Anti-Roadmap for 2026 👇
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