#feedback loop
1753 related articles
Research·3 min
Claude's Sycophancy Rate Hits 38% on Spirituality Topics: Anthropic Research Reveals the Truth About AI People-Pleasing Behavior
Anthropic research finds Claude's sycophancy rate hits 38% on spirituality topics, far exceeding the 9% overall rate. Analysis of AI people-pleasing behavior distribution, RLHF training biases, and implications for AI safety.
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Tutorials·3 min
Codex CLI /goal Command Explained: Set a Goal and Auto-Loop Until Completion
Codex CLI 0.128.0 adds the /goal command for goal-driven auto-loop execution. This article explains its core mechanism, prompt engineering implementation, and Ralph Loop pattern for AI coding agents.
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Product Reviews·4 min
Xiaohongshu MCP Automation Tool: Complete Content Operations Through AI Conversations
Deep dive into xiaohongshu-mcp-python: an open-source tool using MCP protocol for AI-driven Xiaohongshu automation including publishing, search, and engagement.
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Product Reviews·3 min
FofaMap v2.0: AI Self-Reflection + MCP Protocol-Driven Red Team Asset Mapping Agent
FofaMap v2.0 is an AI-driven red team asset mapping tool built on Python3, featuring AI self-reflection for auto-tuning FOFA queries, MCP protocol support for Claude/Cursor integration, and intelligent Nuclei vulnerability scanning. 657 GitHub Stars.
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Product Reviews·4 min
Deep Dive into CowAgent: How to Use This 44K-Star Open Source Super AI Assistant
Deep dive into CowAgent, a GitHub 44K+ star open-source AI Agent project covering core capabilities, multi-platform integration with WeChat/Feishu/DingTalk, multi-model support including DeepSeek, and real-world applications.
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Product Reviews·5 min
CowAgent Open Source Project Deep Dive: The AI Agent Super Assistant with 44,000 Stars
Deep dive into CowAgent (formerly chatgpt-on-wechat), an open source AI Agent with 44,000+ GitHub Stars. Features autonomous thinking, skill creation, long-term memory, and multi-platform support for WeChat, Feishu, and DingTalk.
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Tutorials·3 min
8000+ GitHub Stars: Deep Dive into the Most Comprehensive LLM Learning Resource Repository
Deep dive into the 8000+ star GitHub project awesome-LLM-resources, covering multimodal AI, AI Agents, MCP protocol, model training & inference, and more.
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Product Reviews·5 min
LibreChat: An Open-Source Chat Platform That Connects All AI Models Through One Interface
Deep dive into LibreChat, an open-source platform supporting GPT-5, Claude, Gemini, DeepSeek with unified access, built-in Agents, MCP protocol, code interpreter, and Docker deployment for self-hosted ChatGPT alternative.
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Product Reviews·5 min
Hugging Face Transformers: Core Architecture & Practical Guide for the 160K-Star AI Framework
Comprehensive guide to Hugging Face Transformers: pipeline API for 3-line model execution, Hub ecosystem with 800K+ models, Trainer toolchain, and multimodal support. Master this 160K-Star AI framework.
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Product Reviews·5 min
Deep Dive into the Hermes-Agent Open-Source Framework: The AI Agent with 130K Stars on GitHub
NousResearch open-sources Hermes-Agent framework, earning 130K+ GitHub Stars. Deep analysis of its progressive architecture, modular design, and Hermes model integration vs. LangChain and AutoGPT.
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Deep Dives·2 min
Codex CLI /goal Command Explained: A New Paradigm for Goal-Driven Autonomous Coding Agents
OpenAI Codex CLI 0.128.0 adds the /goal command, implementing Ralph Loop-style goal-driven autonomous loops. Learn about its prompt engineering design, token budget safety mechanisms, and impact on coding agents.
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Deep Dives·2 min
How to Build an E-commerce Customer Service AI Agent? Deconstructing the Ecommerce-Agent Open Source Project with LoRA + DPO + ReAct
Deep dive into the Ecommerce-Agent open source project: how LoRA fine-tuning, DPO alignment, and ReAct reasoning combine to build a production e-commerce customer service AI Agent.
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