Hi!
I'm working on Ocean Protocol, which is unbounding AI via blockchain technology. These days, my focus is Ocean Predictoor. Predictions are the most valuable data; Predictoor enables decentralized prediction feeds via AI * Web3. At scale, Predictoor will unlock vastly more powerful AI, backed by ground-truth physics.
I've been programming since I was a kid. I've built tech that has impacted many: AI to drive Moore's Law, early NFTs, and more. I helped kick off the field of Token Engineering. I continue to learn, build, and write aiming for high impact. My long-term goal is to help ensure that humanity has a role in an increasingly autonomous world. bci/acc is the path. Yes, I'm a solarpunk :) 🌞👨🎤
Bio
I started my career by doing AI research for national defense in the 1990s, while still an undergraduate [paper 1][paper 2].
Then, in my first startup (ADA), we explored the relation between human creativity and AI-based machine creativity. We started work on ADA in 1998; Synopsys acquired ADA in 2004.
I extended that work during my PhD from 2004-2008, and found a way to reconcile machine creativity with existing engineering knowledge. Here's the book.
In my second startup (Solido), we leveraged AI to help drive Moore's Law, which was under threat due to high manufacturing variations. Here's the book. Now, Solido software is used for most modern chip designs. We started work on Solido in 2004; by 2010 we were profitable; Siemens acquired Solido in 2017.
My third and current startup has been about blockchain applied to art, data, and AI. We hatched the ascribe NFT platform in 2013, BigchainDB blockchain database in 2015, and Ocean Protocol in 2017.
Until the mid 2010s, I did a lot of technical academic writing (books, papers). Since then, it's been more blog posts. Here are some highlights.
NFTs
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ascribe for NFT archaelogists. About our 2013 work for NFTs on Bitcoin. 2021
AI & Web3 Near-Term
- AI DAOs I, II. AIs owning themselves! My first writing on AI & blockchain. 2016
- Blockchains for AI. 2016
- From AI to Blockchain to Data: Meet Ocean. 2017. Followed by Mission & Values for Ocean Protocol
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The Data Value-Creation Loop. On data flywheels & supply chains. 2023/2024.
Big Picture, incl. AI & Web3 Long-Term
- Starships and Tokens (The Map): A Path to Human Self-Actualization. "The Map" is a civilization-level tech tree. It's my north star. Helped spark Foresight Institute Tech Trees project. 2017.
- Nature 2.0: The Cradle of Civilization Gets an Upgrade. Subset of The Map: a hopeful vision of the future that combines AI * Web3 into a symbiosis of biology and machine, for a future of abundance. Helped spark Sovereign Nature Initiative. 2018
- The AI Existential Threat: Reflections of a Recovering Bio-Narcissist (problem). The Bandwidth++ Scenario (solution). Subset of The Map: an eyes-wide-open solution to AI Existential Risk, via BCI. 2016
- bci/acc: A Pragmatic Path to Compete with Artificial Superintelligence: An e/acc zoom-in on brain interfaces, towards human superintelligence", Jan 21, 2024 [Tweet]
Token Engineering
- Token Engineering I, II, III. Helped spark TE:) 2018
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The Web3 Sustainability Loop. A pragmatic system-level token design. Similarity to businesses & nations. 2020
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Should Product-Market Fit Come Before Tokens? On the Degree of Token Usage in a Product. 2020
- TokenSPICE 1, 2, 3. EVM agent-based simulation. 2021. Github.
- Ocean Data Farming Main is Here Liquidity mining style incentives, tuned for data. 2023
Consensus
- The DCS Triangle: Decentralized, Consistent, Scalable. Pick any two [alt]. This discovery later became known as the Scalability Trilemma. 2016
Other Projects
Side projects (not so active):
- Token Engineering (TE). TokenSPICE simulator, Writing, using TE in Ocean.
- Member of MetaCartel Ventures
- Co-organize Berlin ML meetup
Past projects:
- PhD in EE from KU Leuven, Belgium. Awarded #1 thesis worldwide in the field.
- BE EE and BsC CS from U Saskatchewan, Canada. Awarded #1 final year thesis.
- Did ML research for Canadian Department of National Defense, in the second half of the 90s.
- Wrote 2 Books [1,2] on AI/ML, circuits and creativity. Also 35 Papers and 20 Patents on AI/ML [details].
- Informally advised Germany, Netherlands, Estonia, and other governments about blockchain & AI strategies. Including public discussions (e.g. this).
- Ambassador to AI XPRIZE
- Member of Advisory Board of Lifeboat Foundation
- Keynotes & invited talks. Examples: NASA, Stanford, MIT, Columbia, Berkeley, Santa Fe Institute, Jet Propulsion Lab, Sony, Nvidia, Samsung, Foresight Institute, TedX.
- Co-organized workshops on AI/ML and circuits [e.g. 1,2,3,4]. TPC / reviewer for many conferences & journals [e.g. 1,2,3,4,5]. Lecturer at Data Science Retreat [link].
- Organized meetup "Singularity Meets Self Improvement" [link].
- Member of Advisory Group for the e-Residency team of the Government of Estonia.
- More past projects: painting, BCI hacking, hypnosis, video game programming, surfing.
- Raised in a pig farm in Canada, hacking away on cold winter nights. Wrote a 3D CAD tool, a wordprocessor, and dozens of games.