Top AI Product

Every day, hundreds of new AI tools launch across Product Hunt, Hacker News, and GitHub. We dig through the noise so you don't have to — surfacing only the ones worth your attention with honest, no-fluff reviews. Explore our latest picks, deep dives, and curated collections to find your next favorite AI tool.


Isomorphic Labs Drug Design Engine (IsoDDE) doubles AlphaFold 3’s accuracy on unseen protein-ligand structures

Isomorphic Labs, the DeepMind spinout, finally answered the question everyone had after AlphaFold 3: what comes next. The answer is IsoDDE, and it hit the HN front page today.

What it actually is

Not a chatbot, not an API you can sign up for. IsoDDE is a model system — one unified engine with four heads: protein-ligand structure prediction, antibody-antigen interface modelling, binding affinity estimation, and ligandable pocket finding. It swallows AlphaFold 3’s structure prediction and wraps design tasks around it.

The numbers: more than double AlphaFold 3’s accuracy on a generalisation benchmark for novel protein-ligand structures, binding affinity predictions beating gold-standard physics-based methods at a fraction of the compute and time, and it can spot new binding pockets on a target from the amino acid sequence alone. That last one matters most — finding a druggable pocket used to be years of wet lab work.

Why the timing

Isomorphic closed a $2.1B Series B in May led by Thrive, the second-largest biotech round ever. Lilly and Novartis deals are worth up to $3B combined in milestones. AlphaFold told you what a molecule looks like. IsoDDE is a bet that the same lineage can tell you what to build.


You Might Also Like


Discover more from Top AI Product

Subscribe to get the latest posts sent to your email.



Leave a comment