Eratos Therapeutics

[Eratos Therapeutics @EratosTx]

95% of rare diseases have no FDA-approved treatment. The traditional drug discovery model is broken for 300M+ patients. 🧬

Eratos can fix that:
🔗 https://t.co/xVT6zjTObm

#RareDisease #AI #Eratos #DrugDiscovery

[Eratos Therapeutics @EratosTx]

4/4
We’re excited about what this approach could mean for Alzheimer’s and other complex CNS disorders.

Read the full preprint here:
https://t.co/BdPgLbIE8y

#Alzheimers #Neuroscience #SpatialBiology #AIDiscovery #Biotech #DrugDiscovery

[Eratos Therapeutics @EratosTx]

1/4
Exciting news from the team! 🧵
Our latest preprint is now out on bioRxiv!

Using our AI-driven ASCEND™ engine, we analyzed spatial data from Alzheimer’s models to uncover previously unreported nanoscale protein associations.

[Eratos Therapeutics @EratosTx]

3/4
By combining AI with high-dimensional spatial biology, we’re able to uncover molecular relationships that may otherwise be difficult to identify—and potentially reveal new druggable interfaces.

[Eratos Therapeutics @EratosTx]

The full paper is now available on bioRxiv.

If you're interested in World Models, spatial biology, BioAI, drug discovery, or computational therapeutics, take a look.

👇 Full paper:

https://t.co/t5Hzba1WXU

#WorldModels #SpatialBiology #JEPA #YannLeCun #DrugDiscovery #CNS

[Eratos Therapeutics @EratosTx]

1/10

What if a model of biology could learn not just what molecules are, but how they organize in living tissue?

That’s the idea behind HI-JEPA, Eratos’s World Model of molecular organization.

And its training data are different from most biological foundation models. 🧵

[Eratos Therapeutics @EratosTx]

9/10

This is what we mean by a true World Model of Biology:

Not simply describing biology.

But learning biological organization well enough to:
- simulate it
- plan over it
- identify emergent biology
- design therapeutics against it

[Eratos Therapeutics @EratosTx]

What actually makes a World Model a World Model?

Worth a read if you're trying to navigate what's real in this space 👇

https://t.co/NNT21mxDfo

#WorldModels #SpatialBiology #JEPA #CNS #DrugDiscovery #BioAI #EratosTherapeutics