Now: AI safety research

Griffin Hilly

Finding my comparative advantage on an uncertain frontier.

Quant researcher. Amateur philosopher. Eternal student.
Husband to Madi Hilly. Father of two and counting. Proud Chicagoan.

Research

All research →

AI safety compendium

Thus far, my attempted mapping has covered 218 sources, producing 129 unique ideas across 11 category groups.

Survey · Oct 2026

Voluntary disempowerment: salient vs. mundane cases

How far will models push us to be our best selves? Split by salience and stakes.

Pilot complete · Oct 2026

A taxonomy of human agency and autonomy

Putting human empowerment on a scale that can guide training.

In progress

Character, constraints, consequences

Alignment by Onion: virtues in the model, rules in the harness, consequences in deployment.

Framework

Bottom Billion and Beyond

Paul Collier’s 2007 book argued the poorest countries were stuck in development traps. Was it true, and is it still today?

Replication complete · write-up in progress

Projects

All projects →

Open Knowledge Graph

An open-source prerequisite knowledge graph: more than 15,000 topics across 19 domains of human knowledge.

Explore the graph ↗
Preview of Open Knowledge Graph

In the works

Agencyism

A philosophical framework built around agency — the capacity for, and tendency toward, rational autonomous will.

In progress

One Billion Years

There's been little focus on the most tangible benefits of AI deployment: saving one billion years of human life annually.

In progress

Explorations

All explorations →

Agent workflow

Running dozens of Claude Code sessions from a phone: an always-on desktop, a written brief for each task, and a pipeline that files saved posts.

2026-10

Writing

All writing →
I Love This Sh*t Finding Meaning in Duty Whose Constitution Finding your humanity