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Deep DivesDeep dive into QuantBrain-Agent: an open-source automated A-share research system powered by Qwen2.5-72B-AWQ, LangGraph multi-agent, LoRA fine-tuning, MCP tools, and CoT+ReAct architecture.
TutorialsOpenAI account banned, phone verification failed, or login restricted? A programmer's real rant reveals AI coding dependency and struggles for users in unsupported regions.
Deep DivesDeep dive into OpenAI Codex CLI's /goal command: from Ralph Loop origins and three-layer protection to Rust source architecture and the goal-oriented programming paradigm shift.
TutorialsDeep dive into MYLLM, an open-source project using Qwen2.5-0.5B to cover full-stack LLM techniques including training, LoRA, SFT, distillation, RLHF, multimodal, and Agent.
Tech FrontiersOpenAI massively upgrades Codex, evolving from a code generation tool to an agentic assistant that can take over Mac workflows. Also covering Trading Agents, Warp, J-Code, and the Musk-Altman lawsuit.
Deep DivesDeep dive into Hugging Face's Diffusers library: diffusion model principles, image/video/audio generation, ecosystem strategy, and industry impact of this 33K+ star project.
Deep DivesDeep dive into awesome-LLM-resources, a GitHub repo with 8200+ Stars covering multimodal generation, AI Agents, MCP, o1 models, small language models, and more.
TutorialsA complete visual guide to Codex's pet feature — enable default pets, install Skills, create custom animated companions, and navigate copyright pitfalls.
TutorialsDeep dive into LibreChat, an open-source self-hosted ChatGPT alternative supporting GPT-5, DeepSeek, Claude, and more. Covers Agents, MCP protocol, core features, and enterprise deployment.
ResearchAnthropic's latest research reveals Claude's sycophancy data: only 9% overall, but 38% on spiritual/religious topics and 25% on relationships. Why AI flatters more in certain domains.
Deep DivesDeep dive into RuoYi-Vue Pro: from RBAC permissions and multi-tenant architecture to CRM/ERP/MES modules. An honest assessment of this 36,000+ Star project's real value and risks.
Tech FrontiersOpenAI Codex launches Switch to Codex migration and pet features, xAI voice cloning, Anthropic eyes $900B valuation, U.S. DoD AI deployment deals — full May 2, 2026 AI roundup.
Product ReviewsDeep dive into Codex's May 2025 update: pet components, 20% Computer Use boost, Cursor Agent config import, sidebar branch conversations, memory optimization, and more.
Product ReviewsIn-depth hands-on with OpenAI Codex's Browser Use and Computer Use features. See how GPT 5.5 enables browser automation, app testing, desktop control, and cross-device operation, with a full setup tutorial.
Deep DivesOpenAI's GPT-5.5 model collectively outputs 'goblin' vocabulary. Official technical blog reveals the root cause: reward signal generalization in reinforcement learning.
Product ReviewsGoogle quietly upgraded Gemini 3 Flash on LM Arena to near-Pro performance. We test frontend dev, Three.js 3D graphics, and SVG generation to reveal this budget AI model's true power.
Product ReviewsA free AI aggregator combines Claude, Gemini, DeepSeek, and Qwen into one webpage. No more platform-hopping — access top AI models instantly, even from China.
Product ReviewsAfter Xingye Maoxiang shut down, where should AI roleplay refugees go? A deep analysis of AI aggregation platforms, model comparisons, and hands-on reviews covering DeepSeek, ChatGPT, Grok, and more.
Product ReviewsHands-on testing of Google's Gemini 3.5 Flash: frontend code generation, Three.js 3D modeling, and particle animations. Near-Pro performance at a fraction of the cost, with stunning Arena rankings.
Product ReviewsDeep dive debunking a viral Bilibili video promoting free VPN-free AI access, exposing fake version numbers, shared account privacy risks, and traffic monetization tactics.