NM
Writing

Blog

Notes on AI for science, biological graphs, generative discovery, and the places where models need better scientific taste.

2026-05-04 / 8 min

Biological Graphs Need World Models

Why graph neural networks feel right for biology, why they still underdeliver, and what a better AI-for-biology architecture might preserve.

2025-05-11 / 22 min

Inside Agentic Tool Use

A visual explainer of what happens between an LLM API request, tool execution, repeated inference, and the final streamed response.

2025-05-06 / 18 min

AI Coding Assistant Notes

Notes from using AI coding tools: mindset, prompting tactics, verification, context management, and working in real codebases.