Interpretability
What models reveal, hide, compress, and "think" beneath the answer.
Essays
AI is moving from tools we prompt to systems that plan, delegate, verify, and act. These essays examine what that shift asks of software, companies, labor, and human judgment.
Intelligence is becoming abundant. Trust, context, taste, accountability, and agency are becoming the scarce things.
Alignment
How agentic systems stay bounded, useful, honest, and accountable in messy real environments.
Societal Impact
How AI changes work, institutions, markets, education, and power.
Frontier Systems
Agents, enterprise infrastructure, cyber risk, autonomy, and self-improving workflows.
Latest essays
Full index
Orbital Data Centers: The Sun Never Sets, But Cooling Is Finite
AI infrastructure is pushing compute toward orbit. The sun never sets there, but the heat still has to go somewhere.
Essays
What the Model Thinks But Doesn't Say
Anthropic found a global workspace inside Claude: a silent, evolving set of unspoken words the model thinks with. Learning to read it may matter more for the agent economy than the next benchmark record.
Essays
Ontology, Context and Semantic Data Layers
Ontology defines what a business means. The context layer decides how agents retrieve, permission, verify, and use that meaning.
Essays
How can I stay ahead with AI?
The answer is not to chase every tool. Build a personal operating system for learning, delegation, and judgment.
Essays
The next internet will be built for agents discovering, verifying, negotiating, and acting on our behalf. The real test is whether we design that infrastructure with open protocols, accountable identity, and human agency at the center.