The ideas AR Labs runs on

AR Labs builds AI agents, voice interfaces and the systems that coordinate them. The engineering on the other pages rests on a small set of ideas, and this section explains them for someone meeting them for the first time, whether a person or an AI agent reading the site.

Most of them start from cognitive science. Richard M. Thompson, who founded AR Labs, trained as a cognitive scientist, and our founding framework, cognitive ecology, describes a mind with a small conscious attention and a large unconscious process underneath it. Language models turned out to have a similar shape: a limited context window in front of a vast store of learned patterns. Much of what we do follows from taking the limits of both minds seriously.

The first pages set out where we are heading and why. The AR Labs vision and our mission and values say what we are building towards. What we believe about AI states our positions, and the future of work with AI agents gives our outlook on how work may change. An ecology of mind and machine explains the tagline, the AI interface architect describes the practitioner we think this work needs, and the lab aesthetic covers how the work looks. The Loop shows how AR Labs works, as a five-stage cycle from learning to sharing.

The idea pages follow. VOX, the lab's working system and its central idea, is a voice-first way of working in which people speak and agents answer with visible structure. Context engineering, the harness paradox and the temperature of specification cover how to give AI agents the right information and constraints. Structured conversation and cognitive chunking cover conversations between people and AI. Logical levels, the intelligence is in the ordering and the agentic organisation apply the same thinking to organisations of agents. The second brain shows how anyone can start, and the acceleration paradox explains why we choose carefully what to speed up.

Each page defines the idea, credits where it comes from, and says plainly which parts we have built and which are still design. The engineering pages show the same ideas as working practice.