FutureHouse

FutureHouse announced Robin as its integrated multi-agent workflow orchestrating literature search, evaluation, and data analysis to generate hypotheses, design experiments, and produce an AI-driven first discovery; the page includes an update stating the work is now published in Nature and describes its therapeutic hypothesis, experimental validation, and mechanism investigation.

FutureHouse published research describing DISCO (Diffusion for Sequence-structure CO-design), a multimodal generative model intended to co-design amino-acid sequence and 3D protein structure for enzymes targeting reactions not explored by natural evolution (as presented on the FutureHouse research page).

FutureHouse published a research highlight page for OXtal, described as a generative diffusion model for predicting experimentally realizable molecular crystal structures from 2D molecular graphs.

FutureHouse announced Edison Scientific as a commercial spinout and framed it as the vehicle for commercializing FutureHouse’s AI-agent platform and related tooling, summarizing multiple technical and product steps achieved in FutureHouse’s first two years.

FutureHouse announced the launch of its public agent platform accessible via web and API, describing four initial agents (Crow, Falcon, Owl/HasAnyone, and Phoenix as an experimental ChemCrow deployment) and the intended use cases, including literature search and chemistry experiment planning.

FutureHouse published a research note describing ether0 as a chemistry-specific reasoning model trained using reinforcement learning, and characterizing its capabilities and limitations in molecule design and chemistry tasks.