#physical AI
1614 related articles
Tutorials·3 min
DeepSeek Multi-Agent Matrix + UE5.8 Official MCP: A Collaborative Development Workflow in Practice
A complete workflow for collaborative UE5 development using DeepSeek multi-Agent matrix and UE5.8 official MCP, covering pure C++ architecture, agent roles, cache optimization, and automated code review.
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Tutorials·3 min
OpenCode + DeepSeek Zero-Code CAE Simulation Software Development: Building a Complete Engineering Platform for $7
Using OpenCode AI Agent with DeepSeek LLM to develop CAE simulation software with zero code for under $7, covering geometry modeling, meshing, and post-processing.
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Product Reviews·3 min
Multica Open-Source Platform: A Self-Hosted Solution for Unified Management of Multiple AI Coding Agents
Deep dive into Multica, an open-source Agent management platform for coordinating Claude Code, Codex, and other AI coding assistants as unified team members with self-hosted deployment.
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Tutorials·3 min
Self-Hosting an API Proxy Platform: Free Access to Claude/GPT/Gemini LLMs Tutorial
Learn how to self-host an API proxy using the open-source iClient 2 API project, converting free Claude, GPT, and Gemini client quotas into OpenAI-compatible endpoints via Docker deployment.
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Tech Frontiers·2 min
Gemini Omni Live Demo Preview: A Deep Dive into Multimodal Conversational Video Creation
Google announces a Gemini Omni live demo featuring multimodal inputs, real-world knowledge, and conversational editing. Learn about this AI video creation tool's capabilities and potential impact.
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Research·3 min
SciMDR: How a 7B Small Model Rivals GPT-5 in Scientific Reasoning
Yale and other institutions introduce SciMDR, a two-stage data synthesis pipeline enabling a 7B model to match GPT-5 level performance in scientific literature comprehension.
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Tutorials·3 min
Building an AI Agent Mobile App with Zero Code: From Prompt to App Store — A Complete Walkthrough
Learn how to use VibeCodeApp to build a D2C e-commerce AI Agent mobile app with RAG capabilities using natural language prompts — from writing prompts to App Store deployment.
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Industry Insights·3 min
OpenAI Foundation: How to Help Society Build AI Resilience
OpenAI CEO Sam Altman announces the OpenAI Foundation is helping society build AI resilience. Explore its strategy across workforce transition, AI literacy, safety research, and AI governance.
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Industry Insights·2 min
OpenAI Symphony: The Future of Coding Agents Is Task Queues, Not Chat Windows
Deep analysis of OpenAI's open-source Symphony orchestration framework: transforming Coding Agents from chat windows to task queue-driven workflows with state machines, Proof of Work, and workspace isolation.
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Industry Insights·2 min
OpenAI Symphony: The Future of Coding Agents Is Task Queues, Not Chat Windows
Deep dive into OpenAI's open-source Symphony orchestration framework: how it transforms Coding Agents from chat windows to task queue-driven workflows with state machines, Proof of Work, and Workspace isolation.
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Tutorials·2 min
Multi-Tenant Architecture Data Isolation: Comparing Three Approaches with a Business Scenario Selection Guide
Compare three multi-tenant data isolation approaches—shared schema, separate schema, and separate database—with real-world scenario guidance for technical selection.
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Tutorials·3 min
Building HarmonyOS Apps with Claude Code from Scratch: From an NPS Tool to a Gomoku Game
A zero-coding beginner built native HarmonyOS apps using Claude Code, including an NPS management tool and a Gomoku game. See the full AI-powered development workflow and its implications.
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Tech Frontiers·3 min
OpenAI Codex Goes On-Premises, arXiv Introduces Collective Punishment for AI-Generated Papers
OpenAI partners with Dell to deploy Codex on-premises, arXiv imposes co-author bans for AI-generated papers, LeCun attacks Hinton, Huawei alumni drive embodied AI, Anthropic acquires dev tools company.
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Industry Insights·4 min
A Reality Check on AI Entrepreneurship: Why 'Can Build' Doesn't Mean 'Can Profit'
A deep analysis of AI entrepreneurship logic through a three-layer framework of demand matching, supply-demand dynamics, and distribution efficiency—revealing why AI lowers startup barriers but not success barriers.
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Deep Dives·2 min
Learning AI Isn't Just About Making Money — It's About Making Yourself More Valuable
AI has deeply penetrated healthcare, law, content creation, and more. Learning AI not only boosts efficiency but builds compound skills that make you more valuable in the job market.
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Industry Insights·2 min
The Core Skill for Ordinary People to Earn a Million: Mastering Traffic
For ordinary people aiming to earn a million, the core skill is mastering traffic. This article breaks down three paths to acquire traffic and how to scale through batch operations.
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Industry Insights·4 min
In-Depth Analysis of the AI Large Model Job Market: Two Core Directions and Future Trends
In-depth analysis of the AI large model job market, breaking down the two core directions—algorithm research and engineering deployment—covering requirements, barriers, and career prospects.
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Tutorials·3 min
One Person, Three Machines: Local Agent Deployment and Multi-Machine Collaborative Operations in Practice
Deploy Cloud Code and Hermes AI Agents to efficiently manage three physical hosts solo. Covers Ventoy single-file deployment, BTRFS+RAW Image setup, Agent task division, and risk control strategies.
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Tutorials·3 min
Comparing Payment Methods for AI Tool Subscriptions: Credit Cards, Gift Cards, and Third-Party Top-Up Platforms
Compare three payment methods for subscribing to Claude, ChatGPT, and other AI tools: international credit cards, App Store gift cards, and third-party top-up platforms. Analyze pros, cons, and security risks.
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Tutorials·2 min
Building a Lucky Calendar Website with AI and Zero Code: From Idea to Launch
A creator with zero coding experience built and launched a Lucky Calendar website entirely through AI conversations. Full walkthrough from idea to deployment.
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