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What Could Change the View

LONG · 1810 HK

Xiaomi

Supports Long
COMPANY EVIDENCEDirectly relevant to device-level agents, but the report must still prove stable task completion and product adoption outside curated evaluations.Company paper · Xiaomi-GUI-0 Technical Report
LATEST RESEARCH SIGNALThis is direct evidence that edge AI may be constrained more by memory movement than compute, making software-hardware co-design central to user experience.Reviewed paper · Mobile AI got 40 percent faster without shrinking the model
WHAT TO VERIFYRun the method on shipping Xiaomi-class silicon and measure tokens per second, battery drain, thermals, memory footprint, and feature usage.PaperAlpha checklist · Based on reviewed evidence
SignalWhy it mattersEvidenceImpactAction
01
Xiaomi-GUI-0 Technical Report2026-06-30 · arXiv

Directly relevant to device-level agents, but the report must still prove stable task completion and product adoption outside curated evaluations.

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02
Xiaomi MiMo-VL-Miloco Technical Report2025-12-19 · arXiv

Supports the smart-home AI thesis; latency, hardware requirements, device attach, and paid use remain unproven.

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03
Team Xiaomi EV-AD VLA: Learning to Navigate Socially Through Proactive Risk Perception2025-10-09 · IROS / arXiv

Shows embodied-AI research depth, but a challenge result is far from automotive safety validation or a shipping feature.

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04
Mobile AI got 40 percent faster without shrinking the model2025 · MLSys Proceedings

Lower memory traffic could make useful on-device LLM features feasible on more handsets.

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