what's CrunchDAO?
CrunchDAO is a decentralized autonomous organization harnessing collective intelligence from a network of over 11,000 machine learning engineers and data scientists to produce high-quality, production-ready predictions for financial markets, healthcare, and other domains. Participants compete in benchmarks like DataCrunch challenges, submitting models evaluated on metrics such as alpha generation (⍺H) tied to real trading strategies. Rewards incentivize top performers, with features like dataset upgrades and structural break detection fostering robust, generalizable ML. Backed by crypto venture firms, it integrates with DeFi and AI ecosystems for privacy-preserving, scalable intelligence.
CrunchDAO models beat benchmarks for ADIA Lab, Broad, and banks; S4mmyEth joined as advisor.
Links
x.com/crunchdaoAdded S4mmyEth as an advisor.
Built models that beat institutional benchmarks by double digits for ADIA Lab, the Broad Institute of Harvard and MIT, and tier-1 global banks.
Went live on TAO Subnet 6, bringing 11,000 AI/ML experts to mine Bittensor.
Integrates with OpenClaw through Crunch Skills and Crunch CLI, enabling decentralized ML competition participation for AI agents.
Rolls out "Subnet Mining Hub" including "The Crunch Fit Index: Composite Scoring Methodology" for evaluating subnets.
Featured in a Multicoin Capital presentation about internet labor markets as an example of a contributor-owned marketplace where ML engineers compete to build models in a free market for data science problems.
Featured in Hash Rate podcast episode 156 discussing Bittensor mining announcement.
Backed by Galaxy, VanEck, and Multicoin Capital as investors
Reached 11,000 researchers, including 1,200 PhDs, contributing to the platform.
Testnet for the collective intelligence network is announced by Jean Herelle.
New partnership with Arcium enables privacy-preserving model training on sensitive datasets across finance, healthcare, and enterprise sectors.
Network has grown to over 10,000 ML engineers from more than 100 countries, up from 8,000 engineers reported in April 2025.
Joins THE GRID collective as financial data provider alongside major protocols and data companies.
New partnership with IoNet provides access to distributed GPU network, enabling cost-effective AI predictions and global ML engineer accessibility.
Partnered with btlabs_ai to integrate AI capabilities, providing access to 8,000 machine learning engineers.