WC 18/04: Model, Ownership, and the Work That Endures

On Good Friday, we’re reminded: some things must break before renewal begins.

In collaborative intelligence systems, the same holds true; ideas, institutions, and models are tested before they’re trusted.

This week, we witnessed more of that process unfold. Let’s dive into what happened this week at Crunch ↓

Cruncher Spotlight: Felipe Bivort Haiek

A top 10 performer in the Broad Autoimmune Challenge #1, Felipe brings years of applied biomedical ML to the table.

His approach? EfficientNet + Spearman loss — capturing complexity with elegance.

Read more

Cruncher Spotlight: Anurag Ranjak

A PhD student at Biozentrum, University of Basel, Anurag stood out in Challenge #1 with a clever twist: aligning image and gene expression latent spaces using dual autoencoders and UNI2 embeddings.

Read more

Broad #3 Extended to April 30

The final phase of the Autoimmune Disease ML Challenge is still live.

Rank genes that help detect early-stage colon cancer in IBD patients — your findings will be validated on real tissue by Broad Institute scientists.

Join Challenge #3

CrunchDAO x Phala Network Partnership

CrunchDAO has joined forces with Phala to bring confidential compute to decentralized AI.

Crunchers’ models can run privately in secure TEEs; encrypted, tamper-proof, and owned entirely by their creators.

Read the full post

Datacrunch Leaderboard Update

New week, new alpha. Check the latest leaderboard to see who’s rising.

Leaderboard

Solana Incubator: Demo Day 2

At Solana Incubator Demo Day, CrunchDAO’s Dr. Peter Cotton demonstrated how Crunch unlocks access to talent and data across borders with models built by thousands, not dozens.

Watch the full talk

Twitter Space Recap: Crunch x Ionet

Missed the live session? In our recent Space, we explored how Ionet’s decentralized compute supports CrunchDAO’s growing demand for scalable, secure infrastructure — making high-performance predictive modeling more accessible than ever.

Listen to the replay

Coinference Dubai: Speaker Drop

Founder Jean Herelle will speak at CoinferenceX 2025 (April 28–29), sharing how CrunchDAO’s distributed model network is reshaping quant finance.

More Info

Hub71 Fireside Chat

Jean joined founders and VCs at Hub71 to discuss how startups are navigating macroeconomic headwinds, capital shifts, and global uncertainty. Video will be out SOON!

Event Details

Podcast: “Building a Palantir with Zero Employees”

Jean joined the DeFiPodcast to dive into CrunchDAO’s vision, the power of diverse modeling, and how the DAO protects both data and creators in a trustless world.

Listen here

Reminders

If you made it till the end of this newsletter, here’s one exciting update for you! A new crunch is coming very soon…so stay tuned.

Plus…

• Broad #3 deadline: April 30
• Phala integration live
• We’ll be at token2049

For questions or collabs → Join us on Discord.

Until next week, keep building models that matter!