Reading up on Wayfair

Combining many low‑confidence LLM relevance judgments via a decision tree boosts precision for e‑commerce search relevance, achieving up to ~96.5% precision on ~40% of test pairs.

OpenAI introduces an AI-native ad format that lets users click to chat with a brand's AI agent inside ChatGPT instead of visiting the brand's website.

Google and partners launched the Universal Commerce Protocol, an open-source standard for agentic commerce that standardizes secure, seamless shopping across AI surfaces.