从后端业务、原生 App 交付，到跨语言工程扩展，MiniMax M2.1 展现出对真实世界复杂工程任务的适应。它不只是一个“会写代码的模型”，而是一个具备长期工作、稳定协作、真实交付属性的 Agent 雏形。

首先是物理手感。一般的大模型写重力感应，往往就是简单的把传感器数值赋给位置，导致操作起来生硬得很，要不就是移动的非常慢，要不就是移动不顺畅，要不手抖一下飞机就乱跳。

Do you aspire to work in world's richest man Elon Musk's xAI company as an Android engineer? Tesla and SpaceX CEO recently ...

而大模型应用开发者则会负责组织、微调，并让一整支这样的“学生团队”真正动起来，成为特定行业里可以被部署、可以交付成果的专业人才，这将通过引入私有数据、传感器、执行器以及反馈闭环来实现。

Google Gemini Nano Banana 是 2025 年最令人震撼、最具范式转移意义的模型之一。在我的世界观里，LLM 是继 1970、80 ...

The age of cheap and powerful devices is upon us. How about a 20 EUR handheld game console intended for retro game emulation, that runs Linux under the hood? [Luiz Ferreira] kicks the tires of a R36S, ...

Samsung’s One UI 8.5 update may add an automatic tool to block apps that send frequent ad notifications. The leaked feature, found in Device Care, can place spam-heavy apps into deep sleep and offers ...

Parth is a technology analyst and writer specializing in the comprehensive review and feature exploration of the Android ecosystem. His work is distinguished by its meticulous focus on flagship ...

Abstract: In industrial practice, UI (User Interface) functional bugs typically manifest as inconsistent UI input and corresponding response. Such bugs can deteriorate user experiences and are, ...