Pharma

5 posts

AI Drug Discovery·April 18, 2026·2 min read

The Table of Context Problem in AI Drug Discovery

AI drug discovery isn't waiting on better models — it's waiting on biology to catch up. The 'table of context' for a single molecule, and what it means for timelines.

Stack diagram showing the four layers AI drug discovery depends on: a data base layer of genomic, clinical, and experimental data; a pathway layer with cell-type-specific and time-resolved edges; a digital twins and simulation layer with virtual cells and organ-scale models; and AI drug discovery outcomes including target discovery, lead optimization, and in-silico Day Zero success. On the right, a multi-omic foundation model functions as an AlphaFold of pathway state.

AI Drug Discovery·April 18, 2026·4 min read

The Pathway Layer: What AI Drug Discovery Needs to Build Next

AI drug discovery's biggest gap isn't models — it's pathway infrastructure. Six investments biology needs before AI can deliver on its promise.

Animated visualization of a Scientific Visual Operating System for drug discovery — molecular structures, protein interactions, and AI-rendered scientific worlds running in real time

AI Drug Discovery·April 14, 2026·2 min read

The Scientific Visual OS: When NVIDIA Renders Drug Discovery

Graphics cards turned game worlds into clarity. The same engine could turn drug discovery into a fluid, real-time visual workflow. The Scientific Visual OS thesis.

Diagram showing AI agents connected to clinical trial microservices, illustrating modular, scalable agentic AI architecture for pharmaceutical research

AI Drug Discovery·May 18, 2025·1 min read

Agentic AI + Microservices: Scalable Intelligence in Pharma

Agentic AI and microservices share the same DNA — modular, scalable, autonomous. Why the pairing is the right architecture for AI in pharmaceutical R&D.

Diagram comparing the human body to an operating system — biological subsystems (metabolism, transport, pharmacokinetics, toxicity) shown as interconnected modules of a Human OS

AI Drug Discovery·April 12, 2025·1 min read

The Human OS: AI Drug Discovery Needs Systems Biology

AI drug discovery models often miss the bigger picture: the human body is an interconnected operating system. Pairing AI with systems biology is the next leap.