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All ⚡ AI Lessons (12729) ArXiv cs.AIDev.to · FORUM WEBDev.to AIForbes InnovationOpenAI NewsHugging Face Blog
The top 1% of AI users show no loyalty to model providers (and neither should you)
Medium · LLM 2d ago
The top 1% of AI users show no loyalty to model providers (and neither should you)
If I had to rebuild my AI stack again, I would never buy an annual model plan. Continue reading on Medium »
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Medium · LLM 2d ago
A Practical OSINT Framework for Early-Stage Due Diligence
What a Vessel at Anchor Can Tell You Continue reading on Medium »
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Medium · LLM 2d ago
Are AI Systems Quietly Rewriting the Data We Use to Train the Next Generation?
As artificial intelligence systems scale across industries, a new and largely underexamined question is beginning to surface: Continue reading on Medium »
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Medium · LLM 2d ago
My Thoughts on the AI Hype
Recently, I have been seeing a lot more posts about how if you are not incorporating AI into your workflow, you are way behind. I even saw… Continue reading on
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From RAG to Self-Updating Knowledge: Understanding Andrej Karpathy’s “LLM Wiki” Pattern
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 2d ago
From RAG to Self-Updating Knowledge: Understanding Andrej Karpathy’s “LLM Wiki” Pattern
Most AI knowledge assistants today rely on Retrieval-Augmented Generation (RAG). You upload documents, the model searches them at runtime… Continue reading on M
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Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 2d ago
Latam-GPT and the quiet case for Latin America’s seat at the table
When Latin America’s first large language model was announced in early 2025, it looked like a textbook case of governments spending… Continue reading on B8125-s
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Running Large Models on Google Colab: Why I Had to Learn Quantization the Hard Way
Medium · LLM 📐 ML Fundamentals ⚡ AI Lesson 2d ago
Running Large Models on Google Colab: Why I Had to Learn Quantization the Hard Way
I wasn’t trying to optimize anything. I just wanted to run a model. Continue reading on Medium »
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Project Glasswing Isn’t Just About Cybersecurity. It’s a Warning.
Medium · LLM 2d ago
Project Glasswing Isn’t Just About Cybersecurity. It’s a Warning.
In April 2026, Anthropic quietly announced something unusual: Project Glasswing. Continue reading on Medium »
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Context Window Blindness: Why Your AI Agent Doesn’t Know It’s Running Out of Space
Medium · LLM 2d ago
Context Window Blindness: Why Your AI Agent Doesn’t Know It’s Running Out of Space
On Monday I showed how agents waste tokens by getting stuck in loops — repeating the same tool call dozens of times, burning money on… Continue reading on Mediu
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Understanding Message Roles in LLMs: The Key to Building Advanced Enterprise AI Applications
Medium · LLM 2d ago
Understanding Message Roles in LLMs: The Key to Building Advanced Enterprise AI Applications
Introduction Continue reading on Medium »
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Setting Up Ollama and Running Your First Local LLM -Step by Step
Medium · LLM 2d ago
Setting Up Ollama and Running Your First Local LLM -Step by Step
Your first local AI in under 5 minutes. No cloud, no API keys, no subscription. Just you and a powerful language model running on your own… Continue reading on
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Building a Real Query Engine ft. VibeCodeArena
Medium · LLM 2d ago
Building a Real Query Engine ft. VibeCodeArena
At first glance, this challenge feels almost boring. Continue reading on Medium »
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I Built a Local AI Coding Assistant — Here’s What Actually Works
Medium · LLM 2d ago
I Built a Local AI Coding Assistant — Here’s What Actually Works
Claude Code promised agentic coding at the terminal. But when I tried to run it on my own hardware with local models, the documentation… Continue reading on Med
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LLM with Long Term memory
Medium · LLM 2d ago
LLM with Long Term memory
Why do we need them in the first place? There is a huge difference between knowledge and memory. LLM’s are very good at learning knowledge… Continue reading on
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Unlock Local AI: Ollama, Llamafile, and Building Responsive Apps
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 2d ago
Unlock Local AI: Ollama, Llamafile, and Building Responsive Apps
The world of Artificial Intelligence is rapidly shifting. Forget expensive cloud APIs — the future is running powerful Large Language… Continue reading on Stack
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You Can’t Pause an AI Workflow. You Can Only Stop at the Right Boundary.
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
You Can’t Pause an AI Workflow. You Can Only Stop at the Right Boundary.
“Pause the workflow before it sends anything.” Continue reading on Medium »
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How to Add Long-Term Memory to AI Agents
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
How to Add Long-Term Memory to AI Agents
If we define intelligence as “the capacity to understand,” artificial intelligence is already tantalizingly close to human capability. But… Continue reading on
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AI Memory vs Context Window: What’s the Difference?
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 2d ago
AI Memory vs Context Window: What’s the Difference?
Imagine, for a moment, an absurdly ridiculous scenario. Continue reading on Medium »
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Building Agent Skills for Claude Code — Live Workshop
Medium · LLM 2d ago
Building Agent Skills for Claude Code — Live Workshop
Learn to Build Reusable Skills in Claude Code Continue reading on Medium »
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Why Our 9M-Parameter Model Still Beats a Fine-Tuned 9B LLM at Domain Segmentation
Medium · LLM 2d ago
Why Our 9M-Parameter Model Still Beats a Fine-Tuned 9B LLM at Domain Segmentation
Domain name segmentation sounds simple. Given appleiphone, return apple iphone. It is the prerequisite for almost everything downstream in… Continue reading on
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The Role of AI in Multilingual Customer Support: 87+ Languages Explained
Medium · LLM 2d ago
The Role of AI in Multilingual Customer Support: 87+ Languages Explained
Customer support has become a global function. Businesses are no longer limited to one region or one language. Customers expect support in… Continue reading on
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MCP at Scale: Access Control, Cost Governance, and 92% Lower Token Costs
Medium · LLM 2d ago
MCP at Scale: Access Control, Cost Governance, and 92% Lower Token Costs
I connected 500 MCP tools to an AI agent. Then I watched 92% of my token budget vanish into context injection before a single task started. Continue reading on
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Safety Is Architecture, Not Training
Medium · LLM 2d ago
Safety Is Architecture, Not Training
A customer support team deploys an LLM-based agent. It works. Three months in, the vendor updates the underlying model. Refusal rates… Continue reading on Mediu
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Your AI, Your Rules — Running Local AI That Actually Stays Local
Medium · LLM 2d ago
Your AI, Your Rules — Running Local AI That Actually Stays Local
The honest version of enterprise AI in 2025: your prompts are making a round-trip to someone else’s data center, doing inference, and… Continue reading on Mediu
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