# Cognition

PyTorch Beginner's Guide: A Complete Analysis of Deep Learning Framework Selection and Evolution

A comprehensive analysis of why PyTorch became the most mainstream deep learning framework. Covers framework history, comparisons with TensorFlow and Keras, dynamic graphs, Tensors, installation guide, and cloud trends.

AI Coding Skill Mechanism Explained: M…

2026年6月6日·4 min

AI Coding Skill Mechanism Explained: Making AI Work Efficiently with Professional SOP Workflows

Deep dive into the Skill mechanism in AI coding: definition, purpose, and usage. Learn how Skills differ from Agent Constitutions and enable AI to follow professional workflows for tasks like debugging, code review, and requirements analysis.

Cursor AI Programming in Practice: A C…

Cursor AI Programming in Practice: A Complete Walkthrough from UI Design to Project Launch

A deep dive into Cursor AI's complete project development workflow, covering standardized prompts, UI design, code generation, and LangChain agent building.

ChatGPT Mass Account Suspension: Lates…

ChatGPT Mass Account Suspension: Latest Recovery Updates and What You Should Do

OpenAI confirms mass ChatGPT account suspensions were erroneous. Learn the latest recovery status, effective appeal channels, and how to protect your account.

StepFun STEP3.7 Flash Tops AA Benchmar…

StepFun STEP3.7 Flash Tops AA Benchmark — Multimodal Reasoning Speed Takes Off

StepFun STEP3.7 Flash tops Artificial Analysis benchmark in speed, cost-efficiency, and multimodal. AI safety leaders call for legislation, embodied AI gets 300K-home training ground, Huawei Cloud unveils Agentic Infra.

Codex++ Hands-On: Complete Guide to Co…

Codex++ Hands-On: Complete Guide to Connecting Chinese LLMs Without a ChatGPT Account

Step-by-step tutorial on using Codex++ to connect Chinese LLMs like DeepSeek and Tongyi Qianwen without a ChatGPT account, with full Computer Use and plugin support.

Two Major Codex Updates: Remote Mac Co…

Two Major Codex Updates: Remote Mac Control from Phone & iOS Development Without Xcode

OpenAI Codex adds phone-based remote Mac control and iOS Builder plugin. Operate your Mac while locked, preview iOS apps without Xcode, and create a closed-loop dev-test workflow.

Cursor Design Mode Launch and OpenAI C…

Cursor Design Mode Launch and OpenAI Codex Updates: Latest Developments in AI Programming Tools

Cursor launches Design Mode for visual development, OpenAI Codex updates and Safety Lock Mode released, Anthropic doubles limits, AI agent leaderboards debut, Google DeepMind model compression breakthrough.

The Illusion of Vibe Coding: Why Progr…

The Illusion of Vibe Coding: Why Programming Beginners Shouldn't Get Hooked on AI Conversational Coding

Deep analysis of Vibe Coding: why beginners generating code through AI chat are just producing digital waste, and the right path to learning programming with AI tools.

SiYuan Note: A Complete Analysis of the Privacy-First Open Source Knowledge Management System

An in-depth analysis of SiYuan, a privacy-first, self-hosted open source knowledge management system. Explore its architecture, core features, use cases, and advantages over Obsidian and Logseq.

Meta SAM 3D Receives CVPR Best Paper H…

Meta SAM 3D Receives CVPR Best Paper Honorable Mention: A Segmentation Breakthrough from 2D to 3D

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.

vLLM Deep Dive: How PagedAttention Enables High-Throughput LLM Inference

Deep dive into vLLM's core technologies for high-throughput LLM inference, including PagedAttention memory management, continuous batching, distributed deployment, and comparisons with TensorRT-LLM.

Google Antigravity CLI Launch: Unified AI Development Platform and Gemini CLI Migration Guide

Google launches unified AI platform Antigravity, migrating Gemini CLI users to the new Antigravity CLI rebuilt in Go with multi-agent orchestration and async workflows.

New Gemini macOS Feature: Double-Tap Command Key to Analyze Screen Content

Google launches screen-awareness for Gemini macOS: double-tap Command keys to attach active window content to AI conversations, enabling context-aware help without screenshots.

2026年6月5日·1 min

Gemini Live Image Creation Feature Explained: Real-Time Conversational Image Generation and Editing

Google Gemini Live adds real-time image creation and editing in conversations, supporting voice and camera-based image generation, interior design testing, and math assistance.

Claude Has Written 80% of Its Own Code: Anthropic's Internal Data Reveals the State of AI Self-Development

Anthropic's internal data shows Claude writes 80% of its own code, engineers produce 8x more output, and open-ended task success jumped from 26% to 76%. The era of AI developing AI is accelerating.

Apple Smart Glasses Design Leaked: Oval Camera, Colorful Options, and a Three-Phase Product Roadmap

Apple's first smart glasses design details leaked: oval camera, multiple colors and frame styles. A clear three-phase roadmap from smart accessory to health monitor to AR terminal.

Apple Smart Glasses: The Ambition and Market Strategy Targeting Billions of Eyewear Users

Apple smart glasses strategy analysis: targeting billions of eyewear users with a "replacement" approach that lowers adoption barriers, leveraging ecosystem advantages to compete in the $180B+ market.

iOS 27 Built-in Bill Splitting: Snap a Photo to Split the Check, Taking Direct Aim at Venmo

Apple's iOS 27 will add built-in bill splitting to Apple Wallet. Users can photograph receipts for AI-powered item recognition and split expenses via Apple Cash, directly competing with Venmo and Splitwise.