Tag: agents
All the articles with the tag "agents".
Metacognition in RL agents vs. LLMs vs. orchestrators
Published: at 03:05 AMThree kinds of AI systems, three places a "how am I doing?" signal can live, and why today the honest answer is mostly in the orchestrator.
How do you know your agent works?
Published: at 02:40 AMScore by outcome, beat doing nothing, beat a random policy, ablate every part, and count the cost. A practical checklist for evaluating AI agents.
The model is half the product. The harness is the other half.
Published: at 09:30 PMWhy the code around a language model decides so much of how an agent behaves, and why its contribution is often hard to separate from the model's.
People don't speak in order
Published: at 09:50 PMPeople correct themselves and add details as they speak. I'm exploring how an assistant could turn those repairs into an explicit, checkable task state.