U.S. AI agent startup Conway Research unveiled Underdog, its first personal AI assistant, which runs fully on-device and works offline, currently in invite-only testing. The company also announced investments from an Anthropic-affiliated investment consortium, a16z, and individuals and institutions from Google, OpenAI, and Hugging Face.