Real-world use includes proactive reminders when the homeowner works overtime and auto-suggested new scenarios when new Mi Home devices are detected, easing ecosystem expansion.

Demonstrations highlight proactive care features, such as adjusting routines and suggesting rest via the Xiao Ai speaker when home arrival is delayed.

Identity recognition combines facial data with body posture to identify family members, personalize actions, and automatically register new members while adapting settings to presence.

The platform centers on understanding user habits, recognizing family members, detecting safety risks, and acting as a digital home assistant that responds to routines rather than merely executing preset commands.

Xiaomi unveils Miloco 2.0, an open-source, whole-house AI system built on the MiMo large model and integrated with OpenClaw for agent-based operation, designed to make homes proactive, personalized, and context-aware.

Miloco 2.0 runs on Xiaomi’s MiMo large model and connects with OpenClaw, enabling devices to make independent, agent-based decisions.

The open-source Miloco 2.0 aims to move beyond simple automation toward proactive, context-sensitive home management.

Family memory lets Miloco learn long-term habits from daily interactions, turning repeated activities into automatic tasks.

Miloco 2.0 supports advanced tasks like medicine reminders, exercise tracking, and multi-step automations inferred from user intent rather than single actions.

A core feature is common sense awareness, enabling safety risk identification (such as children handling dangerous objects or elderly people at risk of falling) and issuing severity-based warnings without manual rules.

A Family Panel web dashboard provides real-time visibility into connected devices, household members, user profiles, and past activity logs.

The platform targets developers and enthusiasts with requirements including at least 4GB RAM, 256GB storage, 24/7 operation, and cross-platform support (macOS/Linux, Windows via WSL), plus a Xiaomi account and access to multimodal large-model APIs, notably MiMo-v2.5 variants via OpenClaw.