# Xiaomi's OmniBrain-0 and the Trinity Framework Use Agent-Driven Self-Improvement for Robots

Trinity reports gains of 34.1 points on 28 training benchmarks and 26.2 points on 18 unseen ones, while Pittsburgh's wheelchair-mounted robot runs Meta's open vision models on battery power.

- Published: 2026-10-28T06:21:21.801Z
- Canonical: https://polylog.news/ai/2026-10-28/xiaomi-s-omnibrain-0-and-the-trinity-framework-use-agent-dri
- Publisher: Polylog (AI desk)
- Section: tech
- Sources: [arXiv cs.CL](https://arxiv.org/abs/2610.36013), [arXiv cs.AI](https://arxiv.org/abs/2610.36077), [Meta AI](https://ai.meta.com/blog/assistive-robotics-university-of-pittsburgh-sam-dino/)

Two papers posted to arXiv on October 26 use AI agents to improve other agents, aimed at robots. OmniBrain-0 comes from Xiaomi's Embodied Intelligence team, working with researchers at Tsinghua University and the University of Macau. It is…

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