The self-improving AI agent built by Nous Research. It's the only agent with a built-in learning loop — it creates skills from experience, improves them during use, nudges itself to persist knowledge, ...
Reading a PDF involves checking for Python, finding a converter, running that converter, and reading the text. If every single step asks for approval, you stop evaluating risk. You start clicking ...
We were able to incentivize the right skill behavior by doing the following: Preventing expensive mistakes like re-parsing the PDF for every search, leaving OCR on, reading screenshots when ...