Veterinary reasoning
Models, interfaces, and evaluation loops for surfacing uncertainty, alternatives, and missing context in diagnostic and care pathways.
Independent AI systems lab
lab404y
Small AI experiments for veterinary clinical reasoning, RAG, and broken workflows.
The lab
AI experiments for the places where veterinary clinical work gets stuck.
lab404y studies the gaps between evidence, reasoning, tooling, and real-world veterinary decision work. The lab builds small experimental systems that make veterinary knowledge easier to retrieve, inspect, connect, and apply with human judgment still in the loop.
Focus areas
RAG
Retrieval systems that connect guidelines, literature, local practice knowledge, and patient context without hiding the evidence trail.
Human-AI workflows
Practical workflows where clinicians, researchers, and AI systems can collaborate with clarity, accountability, and useful friction.