Why it matters
The latest AI models have made it possible to go past text-based chats, and build what Andrej Karpathy argues is the pinnacle of AI UX: voice-in, visuals-out. In this talk, Forestwalk Labs co-founder Allen Pike shares why this approach for LLM-powered product development is so useful, what's necessary to make it actual
My takeaway: Voice In, Visuals Out: The Agony and the Ecstasy - Allen Pike, Forestwalk Labs is a model-evaluation signal. The practical read is to tie capability claims to evidence, launch criteria, and regression tests rather than relying on demos or benchmark headlines.