AgentsNEWMobile appsTestingHuman in loop: no
Preprint: 8B agents trained live on iOS apps tie Gemini-3.1-Pro on real apps
Researchers train UI agents with online RL across hundreds of concurrent virtual iOS devices, with an LLM judge scoring each step. They report their 8B agents beat Gemini-3.5-Flash and tie Gemini-3.1-Pro on real iOS apps.
Why it matters: If inference cost blocks a phone or UI agent, a small model trained on live apps may do. Check that the benchmarks resemble your apps; this is a preprint.
From Drop #061 · Mon, Nov 2, 2026 · Morning