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NitroGen wins CVPR Best Paper Honorable Mention for building general-purpose embodied agents across multi-physics worlds. Explore the four-year journey from MineDojo to NitroGen.

Perplexity CEO announces Perplexity Computer will integrate all business connectors, enabling users to create and run companies from scratch with AI.

Xiaomi releases open-source MIMO Code while Huawei enters the Agent era with Pangu. Compare their AI strategies: Xiaomi's Android-like open ecosystem vs. Huawei's iOS-like vertical integration.

Google and UCSD explore building cloud clusters from old phones, leveraging ARM chip efficiency to cut e-waste and data center carbon footprints.

Jeff Dean delivers commencement speech at UW Allen School of Computer Science & Engineering, sharing insights with the next generation of CS graduates in the AI era.

Perplexity integrates Deep Research as a native skill in Computer, enabling automatic invocation without manual mode switching. Analyzing the Agent Harness design philosophy and AI capability fusion trends.

Deep dive into Replit's AI Loops workflow: how orchestrators, parallel agents, and Computer Use Verifiers build automated closed-loop systems through multi-agent collaboration.

A complete guide to OpenAI's Codex desktop app: installation, Plugins, Skills, Agent.md setup, and multi-task parallel execution for the ultimate AI Agent.

A complete AI Agent development learning path covering theory, frameworks, tool integration, and commercial deployment with real enterprise use cases.

Deep dive into Hermes Agent's core architecture: four-layer memory system, Skill self-evolution mechanism, Harness Engineering methodology, OpenCloud comparison, and Feishu integration tutorial.

Hands-on test of OpenAI Codex Computer Use: automating the full workflow from feature development, code push, DMG packaging to GitHub Release publishing, with comparison to Claude Computer Use.

Deep dive into HiClaw, an open-source multi-Agent OS built on the Matrix protocol for transparent, controllable human-AI task coordination with Human-in-the-Loop design.

A detailed guide to CrewAI multi-Agent collaboration covering core concepts, FastAPI service setup, and real-world comparisons of GPT-4o Mini, Qwen Max, and Llama 3.1.

GitHub Universe returns Oct 28-29, 2026 at Fort Mason Center, San Francisco, themed around the Agentic Era. From Copilot to AI Agents, GitHub leads software development into autonomous intelligence.

XAI launches Grok Build 0.1 coding model API beta at $1/M tokens; Google Gemini Spark agent opens to Ultra users; OpenAI Codex Computer Use arrives on Windows; DeepSeek scales back features.

Singer Hu Yanbin built a fan app from scratch using only VS Code and Claude Code in 45 days with zero coding experience. A deep dive into how Vibe Coding is reshaping software development.

Full workflow for using Doubao to generate prompts and Cursor to auto-generate web scraper code. Covers AI chain collaboration, full-stack code generation, and auto-documentation.
Meta SAM 3D Receives CVPR Best Paper H…
Meta AI's SAM 3D wins CVPR 2026 Best Paper Honorable Mention, extending universal segmentation from 2D images to 3D space with major implications for robotics, autonomous driving, and AR/VR.

AI benchmarks are emerging as a massive startup opportunity. With traditional evaluations maxed out and severe supply-demand imbalance, building quality public AI benchmarks means controlling industry narratives.

Analysis of cracked Windsurf risks including code leakage, malware injection, and legal issues, plus safe free alternatives for AI programming.