Each lab owns a research agenda, ships primitives the market can use, and is the backbone of one or more paid engagements. They share tooling, post‑mortems and on‑call.
Former Jump / Coinbase quants + ex‑DeepMind RL
Autonomous, on-chain financial agents. Policy-driven execution, verifiable strategies, and post-quantum-aware key management.
Robotics & HFT systems veterans
Multi-agent reference architectures for commercial workloads: routing, memory, evaluation, and governance for agent collectives.
Core devs since 2017 cycle
Core contributions across Bitcoin, Ethereum and Polkadot: consensus, indexing, state sync, and pallet/precompile authorship.
Publications at NeurIPS / ICML / ACL
Applied research in time‑series forecasting, market microstructure, and private inference for regulated institutions.
Ex‑SRE: Cloudflare, Stripe, Jane Street
The systems floor: colocated trading rails, signer clusters, observability and attested builds.
A lab exists to turn a hard technical problem into a boring one. It publishes the path, open‑sources the primitives, and gives the rest of the company superpowers.
