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Current AI discourse is trapped in polarization. This article explores how to rationally assess AI's real progress, analyzes the gap between benchmarks and actual capabilities, and offers a pragmatic evaluation framework.

Learn how to build a Vampire Survivors-style 2D shooter using Cocos Creator and Trae CN with zero coding — from setup and design docs to AI code generation and debugging.

Deep dive into Loopcraft loop-stacking architecture for AI Agent development, covering retry, self-validation, and meta-learning loops to boost reliability.

Complete guide to AI storyboard freelancing: from script-to-prompt conversion, AI image generation, to template delivery. Includes Fiverr setup, pricing strategy, and earning USD with zero drawing skills.

Exploring how AI world generation could transform GTA and open-world gaming. Deep dive into NeRF, 3D Gaussian Splatting, neural rendering, and their impact on the future of game development.
Product ReviewsKnox Studio is a Rust-built macOS-native app combining screen recording, AI Agent assistant, and video/image/audio generation. Drive creation with natural language commands via CEO Model workflow architecture.
Product ReviewsAn indie developer uses the open-source Godot engine combined with AI image generation to build a farm management game, covering tech choices, AI asset workflows, and practical tips for solo devs.
TutorialsDeep dive into the latest AI short drama production techniques, detailing how Jimeng's Cdance 2.0 enables one-shot video generation with built-in audio, character consistency, and simplified prompts.
TutorialsDetailed guide on deploying Code-A-D-Code, a Claude Code mod featuring a pet raising system with 0.01% legendary pets, targeted hatching via seed search, and WeChat remote control setup.
TutorialsComplete guide to using GPT-Image-2 for free in China, covering aggregation platform access, core capability testing, prompt tips, and practical advice for content creators.
Product ReviewsA gaming newbie independently built a 2D ARPG demo using AI tools, covering scene generation, frame-by-frame animation, and LLM-driven dynamic dialogue systems.
TutorialsHow to combine Gemini 3.1 Pro and Claude Opus 4.6 for AI programming: Opus handles architecture planning, Gemini executes code generation, building a Minecraft clone for free in Anti-Gravity IDE.
TutorialsA detailed guide on batch-producing AI short films with KLING 3.0 on a unified platform, covering character consistency, storyboard generation, multi-shot video, and audio synthesis.
Tech FrontiersA RoPE interleaved format mismatch bug was found in DeepSeek-V3.2-Exp's inference demo, causing silent performance degradation. Learn the root cause, technical details, and fix.
Product ReviewsIn-depth analysis of SwarmUI, a C#-based modular Stable Diffusion web interface. Compare it with AUTOMATIC1111 and ComfyUI, exploring its high-performance architecture, modular extensions, and usability design.
Tech FrontiersPaper-to-Notebook is an open-source tool by VizuaraAI powered by Gemini 2.5 Pro that converts research paper PDFs into runnable PyTorch Jupyter Notebooks, accelerating AI paper reproduction.