#visual perception
414 related articles
Tutorials·4 min
Skills vs Coze vs Dify: A Hands-On Comparison — Which AI Tool Is Best for Auto-Generating Test Cases?
Hands-on comparison of Skills, Coze, and Dify for AI-powered software testing: auto-generating test cases from PRDs, performance reports, and requirements Q&A bots.
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Tutorials·2 min
From STM32 to AI: A Complete Hardware Architecture Breakdown of the DaSheng II Smart Car
A full hardware architecture breakdown of the DaSheng II smart car, covering its three-layer modular design from STM32 to ROS and AI navigation.
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Tutorials·4 min
Zion No-Code Platform: A Complete Hands-On Tutorial for Building AI Agents with Drag-and-Drop
Learn how Zion's no-code platform lets you build AI agents via drag-and-drop, with a hands-on prompt optimization assistant tutorial covering knowledge base integration, UI building, and API access.
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Research·3 min
MementoGUI: A Multimodal Memory Management Framework for Solving Long-Horizon GUI Agent Amnesia
MementoGUI is a plugin-style multimodal memory management framework that solves GUI agent forgetting in long-horizon tasks through dual time-scale memory and four memory control operators, boosting long-task completion without fine-tuning.
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Deep Dives·4 min
Introduction to Artificial Intelligence: A Comprehensive Guide from Basic Concepts to Core Machine Learning Principles
A comprehensive guide to AI definitions, working principles, strong vs. weak AI, and the relationship between machine learning and deep learning. Perfect for beginners entering the AI field.
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Tutorials·3 min
Hermes Agent Framework Practical Guide: Building AI Agents from Scratch
A detailed guide on ByteDance's Hermes Agent framework covering core features, deployment, custom tool development, and enterprise-grade AI Agent applications.
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Tutorials·3 min
Building a Match-3 Game with AI and Letting the Agent Play It: A Complete Hands-On Walkthrough
A front-end dev uses Godot + MCP to let AI build a Match-3 game from scratch, then designs a decoupled architecture for an Agent to play it autonomously with self-improving strategies.
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Product Reviews·3 min
Picaboo: An Open-Source AI Desktop Automation Tool That Directly Controls Your Computer
Picaboo is an open-source AI desktop automation tool that controls your computer like a human through screenshot recognition and intelligent operations. Learn how it works, its use cases, and security considerations.
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Industry Insights·4 min
Google I/O 2026 Deep Dive: From Super Apps to the Battle for Ecosystem Dominance
Deep analysis of Google I/O 2026: Gemini 3.5 Flash, Omni video tools, Spark personal Agent, and how Google, OpenAI, and Anthropic are competing for AI ecosystem dominance.
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Tech Frontiers·3 min
OpenAI's First AI Hardware Revealed: Can Jony Ive's Screenless Device Disrupt the Smartphone?
OpenAI and legendary Apple designer Jony Ive are building a screenless AI hardware device with only a mic and camera, targeting 100 million units by 2027.
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Product Reviews·2 min
When AI Gets a Virtual Body: A Deep Dive into the Lumen Embodied AI Interaction Experiment
Deep dive into how Bilibili's Lumen project gives AI a virtual body, enabling environmental perception, collaborative puzzle-solving, and emotional interaction — exploring the leap from conversational to embodied AI.
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Tutorials·3 min
35 Lines of Prompts Let Codex Auto-Optimize Your Workflow — Reposted by OpenAI's President
An OpenAI employee used just 35 lines of prompts to have Codex analyze 30 days of work history, identify repetitive tasks, and generate reusable automated Skills. Combined with screen reading and long-term memory, Codex is becoming a proactive workflow optimization agent.
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Product Reviews·3 min
Claude Code's Frontend UI Too Ugly? This Open-Source Skill Teaches AI Professional Design
AI coding tools produce frontend pages lacking design sense? UI-UX-Pro-Max-Skill is an open-source design enhancement Skill with 67 UI styles, 161 color systems, supporting Claude Code and Cursor.
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Tech Frontiers·2 min
Step 3.7 Flash: Deep Dive into the 198B Sparse MoE Multimodal Model
Deep dive into StepFun AI's Step 3.7 Flash, a 198B sparse MoE vision-language model with 256K context and 3-level reasoning, excelling in multimodal understanding, AI coding, and Agent tool orchestration.
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Tutorials·3 min
AI Agent Practical Development: A Complete Guide from Concept to Building Production-Grade Intelligent Agents
A deep dive into AI Agent core principles and practical development paths, covering perception-decision-execution capabilities, MCP protocol tool integration, and analysis of Manus and AutoGLM.
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Tutorials·3 min
AI-Generated 2D Game Animations & Scenes: A Practical Guide for Indie Developers
Compare two AI approaches for 2D game character animation and learn how to create parallax scrolling scenes with AI tools for import into Godot engine—a cost-effective guide for indie developers.
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Tech Frontiers·2 min
Gemini Omni Video Editing Arrives in India: An Upload-and-Edit AI Experience
Google launches Gemini Omni video editing in India, letting users upload and edit videos with AI. Explore the feature details, India market strategy, and the multimodal AI shift from understanding to creation.
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Tech Frontiers·2 min
Meta Muse Spark Released: A Comprehensive Analysis of the Native Multimodal Reasoning Model
Meta Superintelligence Labs releases Muse Spark, a native multimodal reasoning model supporting visual chain of thought, tool-use, and multi-agent orchestration. Deep dive into its capabilities and competitive positioning.
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Tutorials·3 min
Cursor 2.0 in Practice: Vibe Coding Methodology & Guide to 10x Coding Efficiency
Deep dive into Cursor 2.0's Vibe Coding methodology with two real-world scenarios: full-stack site building and enterprise bug fixing using the Rules, Commands, Context architecture for 10x dev efficiency.
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Tech Frontiers·2 min
The Gaming DNA of an AI Game Team: From Battle City to Fruit Ninja
An AI game dev team's gaming origins span 30 years—from NES Battle City to mobile Fruit Ninja. How does this diverse gaming DNA fuel AI game innovation?
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