Dan Robinson is a researcher and general partner at Paradigm — the crypto venture fund co-founded by Matt Huang and Fred Ehrsam — who produces some of the most cited technical and economic research in DeFi, having co-authored the Uniswap v3 whitepaper contribution on concentrated liquidity, written on automated market maker design innovations, and co-authored (with Georgios Konstantopoulos) “Ethereum is a Dark Forest” — the September 2020 paper that named and popularized the concept of Maximal Extractable Value (MEV) in the Ethereum mempool, leading directly to the MEV research field and the Flashbots project that attempted to address predatory MEV extraction.
Background
Dan Robinson has an unusual background for a DeFi researcher — he studied law (J.D.) and practiced as a lawyer before transitioning to the crypto industry. He worked at Chain — a blockchain infrastructure company for financial institutions — before joining Paradigm in its early days.
His legal training informs his analytical style: precise distinction-making, careful construction of arguments, attention to edge cases and adversarial conditions. These qualities show up in his research, which is notable for rigor and practical engineering relevance rather than purely theoretical contributions.
“Ethereum is a Dark Forest” (August 2020)
In August 2020, Dan Robinson published (with Paradigm researcher Georgiou Konstantopoulos) “Ethereum is a Dark Forest” — one of the most important and widely read papers in Ethereum’s history.
Key contributions:
- Named and explained MEV (Miner/Maximal Extractable Value) — the phenomenon by which miners and automated bots extract value from users by front-running, back-running, or sandwiching pending transactions in the Ethereum mempool.
- Used the metaphor of a “dark forest” (from Liu Cixin’s novel) to describe the Ethereum mempool — a hostile environment where any unprotected transaction can be preyed upon by bots scanning for profit.
- Demonstrated the danger through a real incident where Robinson attempted to rescue stuck funds and was “front-run” by a bot that extracted the funds first.
This paper was foundational for:
- Flashbots — A research and development organization formed to build MEV-aware infrastructure (MEV-boost) to make MEV extraction more transparent and less harmful to users.
- MEV research field — Subsequent academics and developers built MEV measurement, mitigation, and tooling frameworks on the conceptual foundation of this paper.
AMM Research
Robinson has published on automated market maker design, including analysis of:
- Concentrated liquidity — The mathematical framework for allowing liquidity providers to specify price ranges rather than providing liquidity across all prices, which became central to Uniswap v3 (launched May 2021).
- Rainbow Pools — A theoretical AMM design exploring how prediction markets and liquidity provision can be combined.
Paradigm Research at Large
At Paradigm, Robinson contributes alongside colleague Georgios Konstantopoulos to a research blog that publishes technical DeFi analysis that has become a reference for the Ethereum developer community. Paradigm Research output covers AMMs, MEV, EVM internals, cryptography, and L2 scaling.
Key Dates
- Pre-2018 — Legal career; work at Chain blockchain company.
- 2018–2019 — Joins Paradigm as early researcher; begins publishing on DeFi topics.
- August 2020 — Publishes “Ethereum is a Dark Forest” (with Konstantopoulos) — MEV concept paper.
- September 2020 — Flashbots project begins as direct response to MEV paper.
- May 2021 — Uniswap v3 launches with concentrated liquidity — Robinson contributed analytical frameworks.
- 2022–2024 — Continues DeFi research at Paradigm; GP role expands with investment responsibilities.
Common Misconceptions
- “Dan Robinson built Uniswap.” — Uniswap was built by Hayden Adams and the Uniswap Labs team. Robinson contributed research on concentrated liquidity concepts that informed v3, but he was not the protocol developer or lead designer.
- “MEV is purely harmful and should be eliminated.” — Robinson’s research framing acknowledges MEV as a complex phenomenon that includes both harmful predation (sandwich attacks on users) and neutral/beneficial behaviors (arbitrage that maintains price consistency). Subsequent Flashbots work aimed to make MEV more transparent rather than eliminate it entirely.
Last updated: 2026-04