AI chatbots are great, but getting them to perform specialized tasks reliably takes endless prompt tweaking and trial-and-error. Burning money on expensive frontier models for small, focused jobs is a huge waste of resources. That's why my focus is on using and improving smaller, cheaper models and integrating them directly into application logic to build cheap, reliable AI workflows, for example by integrating classification-based System One models.
A revolutionary new AI model has been made available for beta testing: Jev by TypeSafe AI, created by Diogo Almeida, one of the inventors of ChatGPT and RLHF. Learn how System One classification models solve LLM integration issues.
ConvoManager is a free, fast, 100% offline desktop app for Windows and Linux to inspect, filter, and fix JSONL AI conversation datasets without memory crashes.
