Research
2026 AI for Science Workshop
Researchers reached
using agent interfaces I built
Compute priced
through auctions I designed
Selected research
Building AI agents at Sully, which gives health systems more capacity for care: agents for the front desk, the visit, and everything after, connected to the EHR.
Infrastructure that helps the Department of War find and field technology already proven in university research labs.
A constrained, semi-autonomous coordination agent for scientific research teams. Accepted at the ICML 2026 AI for Science Workshop.
A searchable database of brand design systems, made machine-readable so AI agents can build products that match a brand's look and feel.
An AI project manager for scientists, tracking tasks, decisions, blockers, and artifacts across the messy tools where research actually happens.
A three-week experiment in AI-led organization, where Giuseppe Bellini coordinated a human team toward an Ars Electronica submission.
Writing
The State Needs Librarians
Most people meet the state through a form they cannot navigate. The useful role for an AI agent is not to answer for you — it is to be a librarian: find the right rule, give a read, show where it came from, and flag what is missing.
Jun 17, 2026 · 3 min read · AI Agents
University Labs Need AI PMs
The bottleneck in research is not only ideas or compute. It is the invisible coordination layer between experiments, people, and artifacts.
Jun 12, 2026 · 7 min read · AI Agents
The Bugs the Benchmarks Never See
Two years of deploying research agents taught me that the failures that matter never show up on a leaderboard.
Jun 12, 2026 · 8 min read · AI Agents
When to Speak (and When Not To)
The hardest design problem for agents in group settings isn't what to say. It's whether to say anything at all.
Jun 12, 2026 · 9 min read · AI Agents
