A subdivision exploring the intersection of artificial intelligence and Bitcoin infrastructure. We run experiments no one else is running.
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Blockstream has secured and extended Bitcoin for over a decade. The AI Taskforce asks a harder question: what happens when the most rigorous financial network on Earth meets the most powerful reasoning systems ever built?
Our ExperimentsTeaching large language models to interpret, validate, and audit Bitcoin transaction graphs without trusting centralized oracles.
Autonomous agents operating on Liquid, executing programmable financial logic secured by Bitcoin's consensus without human intervention.
Using AI to generate, audit, and formally verify Bitcoin Script programs — unlocking covenant patterns previously too complex to write by hand.
A transformer-trained mempool model that forecasts fee pressure windows with precision surpassing all existing heuristics.
AI-augmented proof systems for zero-knowledge protocols built on Bitcoin — accelerating the development of privacy primitives.
Embedding inference capabilities directly into Bitcoin node infrastructure — turning passive validators into intelligent network observers.
Bitcoin's power is its immutability. AI's power is its adaptability. Most people see a contradiction. We see a design space. The AI Taskforce does not seek to change Bitcoin. We seek to understand, extend, and build upon it — with the same rigor that Satoshi brought to its foundation.
We are researchers. We are engineers. We are Bitcoiners.
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