Tab, a wearable AI by Jason Carman, captures ambient context and builds a personal knowledge base via vector embeddings and entity extraction (not raw audio), so users needn't repeat context. Built in ~5 months, the messy prototypes evolved into wearable hardware with a battery pack; immediate plans (Oct 2023) are a near-term beta, prototype batch fulfillment and a seed raise.