First place award at the Autoimmune Disease Machine Learning Challenge organized by the @broadinstitute.org and CrunchDAO. Our approach outperformed competitors worldwide in predicting single-cell spatial transcriptomics from H&E images. 🎉
March 20, 2025 at 6:36 AM
First place award at the Autoimmune Disease Machine Learning Challenge organized by the @broadinstitute.org and CrunchDAO. Our approach outperformed competitors worldwide in predicting single-cell spatial transcriptomics from H&E images. 🎉
Best of $100k Causal Discovery Challenge
The last weeks of November were exciting for the causal discovery community.
After 12 weeks of active competition, @ADIAlab's and @crunchdao 's $100k causal discovery challenge...
1/🧵
#CausalSky
The last weeks of November were exciting for the causal discovery community.
After 12 weeks of active competition, @ADIAlab's and @crunchdao 's $100k causal discovery challenge...
1/🧵
#CausalSky
December 2, 2024 at 9:29 AM
Best of $100k Causal Discovery Challenge
The last weeks of November were exciting for the causal discovery community.
After 12 weeks of active competition, @ADIAlab's and @crunchdao 's $100k causal discovery challenge...
1/🧵
#CausalSky
The last weeks of November were exciting for the causal discovery community.
After 12 weeks of active competition, @ADIAlab's and @crunchdao 's $100k causal discovery challenge...
1/🧵
#CausalSky
Breakout Bittensor mini-conference at @ExploitSummit in SF was fire. Met SN founders, thought leaders, investors, traders. Then remixed SN98 ForeverMoney V2 with @crunchDAO. Credits: @SiliconJose / @ExploitSummit / @btlabs_ai
↳ https://x.com/forevermoney_ai/status/2040101010866110856
↳ https://x.com/forevermoney_ai/status/2040101010866110856
April 4, 2026 at 5:38 AM
Breakout Bittensor mini-conference at @ExploitSummit in SF was fire. Met SN founders, thought leaders, investors, traders. Then remixed SN98 ForeverMoney V2 with @crunchDAO. Credits: @SiliconJose / @ExploitSummit / @btlabs_ai
↳ https://x.com/forevermoney_ai/status/2040101010866110856
↳ https://x.com/forevermoney_ai/status/2040101010866110856
ML Engineers, a $100K USDC prize pool awaits you!
To all ML engineers who want to showcase their brilliance, here is your opportunity, again. CrunchDAO and ADIA | Lab, the Abu Dhabi Investment Authority, have launched a new Crunch challenge.
hub.crunchdao.com/competitions...
To all ML engineers who want to showcase their brilliance, here is your opportunity, again. CrunchDAO and ADIA | Lab, the Abu Dhabi Investment Authority, have launched a new Crunch challenge.
hub.crunchdao.com/competitions...
Structural Break: Real-Time Edition – ML Competition | CrunchDAO | CrunchDAO
Monitor time series in real time and detect when their behaviour changes.
hub.crunchdao.com
May 7, 2026 at 7:44 PM
ML Engineers, a $100K USDC prize pool awaits you!
To all ML engineers who want to showcase their brilliance, here is your opportunity, again. CrunchDAO and ADIA | Lab, the Abu Dhabi Investment Authority, have launched a new Crunch challenge.
hub.crunchdao.com/competitions...
To all ML engineers who want to showcase their brilliance, here is your opportunity, again. CrunchDAO and ADIA | Lab, the Abu Dhabi Investment Authority, have launched a new Crunch challenge.
hub.crunchdao.com/competitions...
CrunchDAO & ADIA Lab Are Testing the Future of Machine Intelligence
This is not a leaderboard contest. CrunchDAO & ADIA Lab are testing whether AI, quant research, and decentralised intelligence can detect change while the signal is incomplete, unstable, and live
www.linkedin.com/pulse/foreca...
This is not a leaderboard contest. CrunchDAO & ADIA Lab are testing whether AI, quant research, and decentralised intelligence can detect change while the signal is incomplete, unstable, and live
www.linkedin.com/pulse/foreca...
The Forecast Breaks First: CrunchDAO, ADIA Lab and the Race to Detect Change in Real Time
CrunchDAO and ADIA Lab Are Testing the Future of Machine Intelligence [Compete on CrunchDAO: https://hub.crunchdao.
www.linkedin.com
May 7, 2026 at 7:43 PM
CrunchDAO & ADIA Lab Are Testing the Future of Machine Intelligence
This is not a leaderboard contest. CrunchDAO & ADIA Lab are testing whether AI, quant research, and decentralised intelligence can detect change while the signal is incomplete, unstable, and live
www.linkedin.com/pulse/foreca...
This is not a leaderboard contest. CrunchDAO & ADIA Lab are testing whether AI, quant research, and decentralised intelligence can detect change while the signal is incomplete, unstable, and live
www.linkedin.com/pulse/foreca...
CrunchDAO & ADIA Lab Are Testing the Future of Machine Intelligence
Compete: hub.crunchdao.com/competitions...
CrunchDAO & ADIA Lab are testing whether AI, quant research, & decentralised intelligence detect change as a signal that is incomplete, unstable, & live
www.linkedin.com/pulse/foreca...
Compete: hub.crunchdao.com/competitions...
CrunchDAO & ADIA Lab are testing whether AI, quant research, & decentralised intelligence detect change as a signal that is incomplete, unstable, & live
www.linkedin.com/pulse/foreca...
CrunchDAO – ML & Data Science Competitions Platform
Join 12,000+ data scientists competing in machine learning and quant trading competitions. Earn prizes, build your ranking, and contribute to a crowdsourced hedge fund.
https://hub.crunchdao.com/competitions/structural-break-real-time]
May 7, 2026 at 7:42 PM
CrunchDAO & ADIA Lab Are Testing the Future of Machine Intelligence
Compete: hub.crunchdao.com/competitions...
CrunchDAO & ADIA Lab are testing whether AI, quant research, & decentralised intelligence detect change as a signal that is incomplete, unstable, & live
www.linkedin.com/pulse/foreca...
Compete: hub.crunchdao.com/competitions...
CrunchDAO & ADIA Lab are testing whether AI, quant research, & decentralised intelligence detect change as a signal that is incomplete, unstable, & live
www.linkedin.com/pulse/foreca...
Smart hire: AI governance and data integrity build trust at scale. What’s the reputational upside? Via @JohnNosta @crunchDAO https://contentstudio.page.link/o9kz
contentstudio.page.link
May 12, 2026 at 12:06 AM
Smart hire: AI governance and data integrity build trust at scale. What’s the reputational upside? Via @JohnNosta @crunchDAO https://contentstudio.page.link/o9kz
Feed: "PyPI recent updates"
By: enzo.caceres@crunchdao.com on Friday, January 30, 2026
By: enzo.caceres@crunchdao.com on Friday, January 30, 2026
crunch-cli 10.9.0
crunch-cli - CLI of the CrunchDAO Platform
pypi.org
January 30, 2026 at 7:07 PM
Feed: "PyPI recent updates"
By: enzo.caceres@crunchdao.com on Friday, January 30, 2026
By: enzo.caceres@crunchdao.com on Friday, January 30, 2026
Feed: "PyPI recent updates"
By: abdennour.boutrig@crunchdao.com on Friday, January 16, 2026
By: abdennour.boutrig@crunchdao.com on Friday, January 16, 2026
condorgame 0.5.2
A package for participating in the Condor Game on CrunchDAO
pypi.org
January 16, 2026 at 3:32 PM
Feed: "PyPI recent updates"
By: abdennour.boutrig@crunchdao.com on Friday, January 16, 2026
By: abdennour.boutrig@crunchdao.com on Friday, January 16, 2026
Feed: "PyPI recent updates"
By: abdennour.boutrig@crunchdao.com on Tuesday, January 13, 2026
By: abdennour.boutrig@crunchdao.com on Tuesday, January 13, 2026
condorgame 0.4.0
A package for participating in the Condor Game on CrunchDAO
pypi.org
January 13, 2026 at 2:53 PM
Feed: "PyPI recent updates"
By: abdennour.boutrig@crunchdao.com on Tuesday, January 13, 2026
By: abdennour.boutrig@crunchdao.com on Tuesday, January 13, 2026
There are three other users who have submitted, so completing the task is now possible.
Not particularly creative project names, though.
Not particularly creative project names, though.
![CrunchDAO leaderboard for broad-3; there are now seven submitted solutions: "hello", "myceliboot" [my submission], "model-1", "crunch-3-model-1", "crunch-3-model-2", "crunch-3-model-3", "b3test01". The "crunch-3-model-X" solutions are all from the same user.](https://cdn.bsky.app/img/feed_thumbnail/plain/did:plc:msk7edlrzog7had723nmkyeo/bafkreif2jd6ansmhswep5njj4ndwu3wk6fvfgq5f77rwuxcq644elq3v4u)
January 26, 2025 at 6:36 PM
There are three other users who have submitted, so completing the task is now possible.
Not particularly creative project names, though.
Not particularly creative project names, though.
#CrunchDAO I appear to be the only person who has submitted a valid non-test submission to the server so far. Maybe others have had similar problems with local testing and getting the output format correct.
I need to review 3 other submissions; so hopefully others will submit before the deadline.
I need to review 3 other submissions; so hopefully others will submit before the deadline.
![Leaderboard for the autoimmune disease challenge #3. There are two accepted submissions: "enzo / hello" [which I assume is a hello-world-type submission test] and "mute-david / myceliboot" [which is my submission]](https://cdn.bsky.app/img/feed_thumbnail/plain/did:plc:msk7edlrzog7had723nmkyeo/bafkreiclcdij3nyxie4a43bngfzvmca5nts53hwulrkuasroxqbm6myhva)
January 7, 2025 at 10:06 PM
#CrunchDAO I appear to be the only person who has submitted a valid non-test submission to the server so far. Maybe others have had similar problems with local testing and getting the output format correct.
I need to review 3 other submissions; so hopefully others will submit before the deadline.
I need to review 3 other submissions; so hopefully others will submit before the deadline.
#CrunchDAO After boostrapping, the most consistently-differentiating gene was MGAM2:
"Predicted to enable alpha-1,4-glucosidase activity.... Diseases associated with MGAM2 include Anal Canal Squamous Cell Carcinoma and Sucrase-Isomaltase Deficiency, Congenital."
Seems like a reasonable pick.
"Predicted to enable alpha-1,4-glucosidase activity.... Diseases associated with MGAM2 include Anal Canal Squamous Cell Carcinoma and Sucrase-Isomaltase Deficiency, Congenital."
Seems like a reasonable pick.
January 7, 2025 at 10:41 AM
#CrunchDAO After boostrapping, the most consistently-differentiating gene was MGAM2:
"Predicted to enable alpha-1,4-glucosidase activity.... Diseases associated with MGAM2 include Anal Canal Squamous Cell Carcinoma and Sucrase-Isomaltase Deficiency, Congenital."
Seems like a reasonable pick.
"Predicted to enable alpha-1,4-glucosidase activity.... Diseases associated with MGAM2 include Anal Canal Squamous Cell Carcinoma and Sucrase-Isomaltase Deficiency, Congenital."
Seems like a reasonable pick.
#CrunchDAO Top gene for dysplasia vs non-dysplasia by a basic non-bootstrapped chi-squared test (OLFM4):
"The encoded protein is an antiapoptotic factor that promotes tumor growth and is an extracellular matrix glycoprotein that facilitates cell adhesion."
I'll call that a sanity-check pass.
"The encoded protein is an antiapoptotic factor that promotes tumor growth and is an extracellular matrix glycoprotein that facilitates cell adhesion."
I'll call that a sanity-check pass.
January 7, 2025 at 6:12 AM
#CrunchDAO Top gene for dysplasia vs non-dysplasia by a basic non-bootstrapped chi-squared test (OLFM4):
"The encoded protein is an antiapoptotic factor that promotes tumor growth and is an extracellular matrix glycoprotein that facilitates cell adhesion."
I'll call that a sanity-check pass.
"The encoded protein is an antiapoptotic factor that promotes tumor growth and is an extracellular matrix glycoprotein that facilitates cell adhesion."
I'll call that a sanity-check pass.
This #CrunchDAO thingy is frustrating me because I'm unfamiliar with using Python for single cell analysis. If I had the data in R, I'd be able to process and summarise it in an hour or so.
I want something that functions like tapply(countData, status, sum), and am currently doing a double for-loop
I want something that functions like tapply(countData, status, sum), and am currently doing a double for-loop
January 7, 2025 at 12:19 AM
This #CrunchDAO thingy is frustrating me because I'm unfamiliar with using Python for single cell analysis. If I had the data in R, I'd be able to process and summarise it in an hour or so.
I want something that functions like tapply(countData, status, sum), and am currently doing a double for-loop
I want something that functions like tapply(countData, status, sum), and am currently doing a double for-loop
Crunch Lab Builds out AI Intelligence Layer With Fresh $5M Capital
Crunch Lab Builds out AI Intelligence Layer With Fresh $5M Capital
Crunch Lab, the core contributor to the decentralized AI collective CrunchDAO, has raised $5 million in a strategic funding round.
news.bitcoin.com
October 7, 2025 at 1:17 PM
Crunch Lab Builds out AI Intelligence Layer With Fresh $5M Capital
Crunch Lab Builds out AI Intelligence Layer With Fresh $5M Capital
Crunch Lab Builds out AI Intelligence Layer With Fresh $5M Capital
Crunch Lab, the core contributor to the decentralized AI collective CrunchDAO, has raised $5 million in a strategic funding round.
news.bitcoin.com
October 7, 2025 at 5:48 AM
Crunch Lab Builds out AI Intelligence Layer With Fresh $5M Capital
Meanwhile, you can read about the solution provided by Alexander Kiechle-Cornish here: https://medium.com/@alexkiechlecornish/4th-place-solution-100k-causal-discovery-challenge-adia-lab-x-crunchdao-e0f88c9eda8e
8/
8/
December 2, 2024 at 9:29 AM
Meanwhile, you can read about the solution provided by Alexander Kiechle-Cornish here: https://medium.com/@alexkiechlecornish/4th-place-solution-100k-causal-discovery-challenge-adia-lab-x-crunchdao-e0f88c9eda8e
8/
8/