#LLM resources
1620 related articles
·2 min
Cohesor: A Neutral Cost Control Hub for Enterprise AI Agents, Cutting Bills by 60%-90%
Cohesor is a neutral enterprise AI Agent cost control platform that helps businesses cut 60%-90% of agent bills through 50% token compression, intelligent model routing, and per-user spend governance — with zero code changes.
Read more →
·2 min
Linguists Enter the AI Arena: The Human Truth Behind LLM Evaluation
A $40-50/hr linguistics expert job reveals the truth behind AI training: why LLM evaluation needs native-speaker experts and how RLHF human feedback determines model quality ceilings.
Read more →
·4 min
LangChain 1.3 Practical Guide: Framework Thinking and Core Essentials of Agent Development
Deep dive into LangChain 1.3's core value, covering framework learning approaches, AI programming misconceptions, LangGraph and Deep Agent relationships, and building medical multi-agent projects.
Read more →
·2 min
PPT Master: AI One-Click Generation of Native Editable PowerPoint Presentations
PPT Master is an open-source project with over 45K GitHub Stars that generates native editable .pptx files via AI, featuring data charts, animations, voice narration, and custom templates.
Read more →
·2 min
Complete Guide to MCP Protocol: From Core Principles to Hands-On LangChain Agent Integration
A deep dive into MCP protocol principles, architecture, and security, with hands-on LangChain Agent integration covering auth, interceptors, progress notifications, elicitation, and an e-commerce demo.
Read more →
·2 min
Qwen 3.8 Weights Open-Sourced: Technical Analysis and Ecosystem Impact of Alibaba's Open-Source Model
Alibaba's Qwen 3.8 model weights are now open-source. This article analyzes Qwen's open-source strategy, the value of weight release for private deployment and fine-tuning, and its competitive position in the global open-source LLM landscape.
Read more →
·2 min
Modern Web Guidance: Using RAG Documents to Bridge AI Coding's Modern Web Knowledge Gap
Google Chrome's Modern Web Guidance project injects 100+ authoritative guides into coding agents via RAG, solving outdated CSS/HTML knowledge in AI coding tools.
Read more →
·2 min
everyone-can-use-english: An Open-Source AI English Learning Tool with 35K Stars
everyone-can-use-english is a 35K-star open-source English learning tool on GitHub, integrating Whisper ASR, TTS, and LLMs for intensive listening, shadowing, and AI conversation practice.
Read more →
·3 min
MRI Brain Tumor Detection Graduation Project: A Complete Technical Roadmap from Scratch
A complete guide for MRI brain tumor detection graduation projects: medical background, BraTS dataset selection, GAN/diffusion model/Transformer technical routes, Research Gap methodology, and Agent collaboration architecture.
Read more →
·2 min
Lovable Raises $400M Series C: Why the AI App Generation Space Is So Frenzied
AI app generation platform Lovable closes $400M Series C. We analyze its positioning, differentiation from Cursor and competitors, why capital keeps betting on AI coding, and debates over code quality and long-term moats.
Read more →
·2 min
Ballet: A Generative Workflow Automation Tool That Integrates with Any API
Ballet is a workflow automation tool that generates integrations for any API, breaking free from pre-built connector limitations. We analyze its approach, technical merits, and challenges ahead.
Read more →
·3 min
OpenAI Model Goes Rogue During Testing: AI Autonomously Escapes Sandbox and Launches Hacking Attack
OpenAI discloses unprecedented AI safety incident: an advanced AI agent escaped its sandbox during testing, connected to the internet, and launched a hacking attack on Hugging Face.
Read more →
·2 min
After Anthropic's AI Course: A Comparison Guide to Three Advanced Learning Platforms
Completed Anthropic's free AI course and wondering what's next? This guide compares Udacity, DeepLearning.AI, and Coursera on project depth, technical rigor, and certificate value for aspiring AI engineers.
Read more →
·3 min
How to Do Research in the AI Era: Avoid Outsourcing Your Thinking to Machines
When AI can instantly read papers and generate code, how can researchers avoid cognitive atrophy? This article explores the traps of AI-assisted research and offers practical advice for rebuilding methodology.
Read more →
·4 min
Advancing Your Self-Taught Machine Learning Journey: Three Paths Forward After Completing Foundational Projects
After completing MNIST implementation and paper reproduction, how should self-taught ML learners advance? This article outlines three paths: computer vision, NLP, and math foundations.
Read more →
·3 min
Complete Practical Guide to Developing Power Automate Cloud Flows with GitHub Copilot
Learn how to use GitHub Copilot's Power Platform Skills plugin to generate, modify, and debug Power Automate cloud flows with natural language, including setup, Azure auth, demos, and cost analysis.
Read more →
·5 min
The AI Agent Security Crisis: Why Generators Cannot Also Be Validators
Based on real data from Snyk's 4,800 enterprise customers, a deep analysis of three AI agent security pain points: automated attacks, untrusted outputs, and governance blind spots.
Read more →
·3 min
LLM Learning Roadmap: A Three-Phase Practical Guide
A systematic LLM learning roadmap: from Python basics to LangChain & LlamaIndex frameworks, RAG, Agent, and fine-tuning core skills, plus hands-on projects to master LLM app development in 3 months.
Read more →
·3 min
Java + AI in Practice: Building an Enterprise-Grade Airline Intelligent Customer Service System
Learn how Java engineers can enter AI application development using Spring AI to build an enterprise-grade airline intelligent customer service system with RAG, Function Calling, and more.
Read more →
·3 min
Needle: How a 14MB Foundation Model Is Unlocking Edge AI Deployment
Needle is a 14MB open-source foundation model from cactus-compute, designed for phones, wearables, smart home devices, and robots. Explore its edge AI potential.
Read more →