Founder of Vibrant Labs here. We’re working on automating the synthesis of high-quality evals and RL data for LLM agents.

Some of the things we’re exploring:

1.Automated task and verifier generation

2.Synthesizing coherent worlds for evaluating and training agents

3.Continual learning setups for long-horizon agents

Would love to talk with anyone who's interested to know more!