Posts tagged with "leith"

The architectural argument for splitting UI perception from UI reasoning — and what happens when you don't.

Chain-of-thought reasoning helps most LLM tasks. For spatial UI interaction, it actively hurts — here's what we found and why.

VLMs don't reliably report their own confidence. Leith builds trust from behavioral signals instead — and it works better.

One detection method is a guess. Two that agree are evidence. How Leith uses signal redundancy to make UI interaction reliable.