Post by Shamit Shrivastava

Decades in the making, three years in stealth—this week, we’re excited to reveal Liquid Brain at #PEGS Europe. While the science behind Liquid Brain is rooted in fundamental questions about how neurons process information so efficiently, building the technology required its own set of discoveries. We’ve taken the idea of an excitable substrate—a core concept inspired by our work on Lucassen waves—and advanced it to a whole new level. This has been key to extracting unprecedented, predictive insights into clinically relevant biophysical behavior from minimal material, enabling drug-likeness classification at the earliest stages of antibody discovery. Liquid Brain goes beyond measurement; it experiences antibodies, decoding their behavior in real time and performing natural computing to classify their developability—all from just a few micrograms of input. This journey wouldn’t have been possible without a remarkable team from academia and industry who are tirelessly leading the forefronts beyond what was imaginable just a couple years ago. We’re thrilled to share this exclusive preview of Liquid Brain’s capabilities and the future it holds for antibody discovery. #PEGS #LiquidBrain #Biophysics #NaturalComputing #AntibodyDiscovery