Ideas for the scientific stack.
Latest field notes
Long-form thinking from the team building scientific AI systems across software, compute, and laboratories.
- Composite Learning Infrastructure for Scientific AIA distributed compute fabric for scientific training, reinforcement learning, inference, and lab-connected automation across heterogeneous infrastructure.
- The Best Integrated AI-Assisted Molecular Discovery Software in 2026Schrödinger, Insilico Medicine, Iktos, NVIDIA BioNeMo, and DeltaWaveOS compared by scope, architecture, deployment, and evidence.
- DeltaWaveOS vs. Insilico Medicine and IktosThree operating models compared across clinical translation, synthesis-aware automation, agentic orchestration, and deployment control.
- DeltaWaveOS vs. Insilico for Cosmetics and AgritechHow domain context, evidence, compliance, and deployment boundaries change the platform decision outside pharma.
- Why Unified Molecular Discovery Platforms Struggle to Gain AdoptionFour recurring barriers—and a practical sequence for introducing one scientific operating layer without losing control.