Core AI

Large Language Models

Deep dives into GPT, Claude, Gemini, Llama and the transformers powering modern AI

24,434
lessons
Skills in this topic
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LLM Foundations
beginner
Explain how transformers generate text
Prompt Craft
beginner
Write zero-shot and few-shot prompts
LLM Engineering
intermediate
Call LLM APIs with function/tool use
Fine-tuning LLMs
advanced
Prepare fine-tuning datasets
Multimodal LLMs
advanced
Use GPT-4V / Claude Vision for image understanding
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Mythos: The AI Anthropic Built and Wont Let You Use
Dev.to · Sunil Cj 🧠 Large Language Models ⚡ AI Lesson 1w ago
Mythos: The AI Anthropic Built and Wont Let You Use
Mythos: The AI Anthropic Built and Won't Let You Use Anthropic just announced the most...
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Mythos: The AI Anthropic Built and Won't Let You Use
Dev.to · Sunil Cj 🧠 Large Language Models ⚡ AI Lesson 1w ago
Mythos: The AI Anthropic Built and Won't Let You Use
Mythos: The AI Anthropic Built and Won't Let You Use Anthropic just announced the most...
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Retrieval-Augmented Generation (RAG): The Complete Guide
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1w ago
Retrieval-Augmented Generation (RAG): The Complete Guide
From the origins to agentic systems and beyond— what RAG is, why it exists, how it works, and which type solves which problem. Continue reading on Medium »
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5 methods every NLP/AI engineer should know
Medium · NLP 🧠 Large Language Models ⚡ AI Lesson 1w ago
5 methods every NLP/AI engineer should know
Here are the 5 methods every NLP/AI engineer should know: Continue reading on Medium »
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I Told an AI My Deepest Secrets. Here’s What It Did to My Brain.
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
I Told an AI My Deepest Secrets. Here’s What It Did to My Brain.
The neuroscience of AI emotional support is stranger and more dangerous than anyone is talking about. Continue reading on ILLUMINATION »
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Your RAG pipeline doesn't tell you when it's wrong. Here's how to fix that.
Dev.to · Wauldo 🧠 Large Language Models ⚡ AI Lesson 1w ago
Your RAG pipeline doesn't tell you when it's wrong. Here's how to fix that.
Adding a numeric trust score to any LLM output — 3 lines of Python, no framework swap required.
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LangChain Deep Dive: How Modern LLM Applications Are Actually Built
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
LangChain Deep Dive: How Modern LLM Applications Are Actually Built
From simple prompts to intelligent AI workflows — understanding LangChain with practical examples Continue reading on Medium »
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LangChain Deep Dive: How Modern LLM Applications Are Actually Built
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1w ago
LangChain Deep Dive: How Modern LLM Applications Are Actually Built
From simple prompts to intelligent AI workflows — understanding LangChain with practical examples Continue reading on Medium »
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LangChain Deep Dive: How Modern LLM Applications Are Actually Built
Medium · Python 🧠 Large Language Models ⚡ AI Lesson 1w ago
LangChain Deep Dive: How Modern LLM Applications Are Actually Built
From simple prompts to intelligent AI workflows — understanding LangChain with practical examples Continue reading on Medium »
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Mastering LangChain: Building Modular LLM Applications with Real Code
Medium · Python 🧠 Large Language Models ⚡ AI Lesson 1w ago
Mastering LangChain: Building Modular LLM Applications with Real Code
Introduction to LangChain Continue reading on Medium »
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BERT (2018)
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1w ago
BERT (2018)
BERT was a landmark paper that showed a single pre-trained model could achieve state-of-the-art results across a wide range of NLP tasks… Continue reading on Me
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Anthropic Wants to Build Their Own Chips Now?
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1w ago
Anthropic Wants to Build Their Own Chips Now?
This week, Reuters reported that Anthropic is exploring designing its own custom AI chips (Silicon Republic). And honestly, I had to read… Continue reading on G
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Buy ChatGPT Plus at Discount — Affordable Premium Access in 2026
Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 1w ago
Buy ChatGPT Plus at Discount — Affordable Premium Access in 2026
Many users are now searching for ways to buy ChatGPT Plus at discount to enjoy premium features without paying full price. Continue reading on Medium »
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LangChain Deep Technical Blog: Designing Modular LLM Applications with End-to-End Implementation
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1w ago
LangChain Deep Technical Blog: Designing Modular LLM Applications with End-to-End Implementation
1. Introduction to LangChain Continue reading on Medium »
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LLM Fundamentals: Do Token ao Sistema em Produção
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1w ago
LLM Fundamentals: Do Token ao Sistema em Produção
Um guia completo sobre Large Language Models, message roles, tokenização, embeddings e como o Spring AI organiza tudo isso em uma… Continue reading on Medium »
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From Manual Diffs to Intelligent Insights: 3 Projects to Practice AI-Guided Code Review
Medium · LLM 🧠 Large Language Models 1w ago
From Manual Diffs to Intelligent Insights: 3 Projects to Practice AI-Guided Code Review
Level Up Your Workflow by Building Your Own LLM-Powered Development Tools Continue reading on Stackademic »
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Andrej Karpathy’s LLM Knowledge Bases explained
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1w ago
Andrej Karpathy’s LLM Knowledge Bases explained
What is LLM Knowledge Bases by Andrej Karpathy? Continue reading on Data Science in Your Pocket »
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Andrej Karpathy’s LLM Knowledge Bases explained
Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 1w ago
Andrej Karpathy’s LLM Knowledge Bases explained
What is LLM Knowledge Bases by Andrej Karpathy? Continue reading on Data Science in Your Pocket »
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Andrej Karpathy’s LLM Knowledge Bases explained
Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 1w ago
Andrej Karpathy’s LLM Knowledge Bases explained
What is LLM Knowledge Bases by Andrej Karpathy? Continue reading on Data Science in Your Pocket »
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LLM Gateway vs LLM Proxy vs LLM Router: What's the Difference?
Dev.to · gauravdagde 🧠 Large Language Models 1w ago
LLM Gateway vs LLM Proxy vs LLM Router: What's the Difference?
Everyone calls their product a "gateway" now. LiteLLM markets itself as both a proxy and a gateway....
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GPU Monitor for Local LLMs
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1w ago
GPU Monitor for Local LLMs
Docker and Native Subtitle: A useful and surprisingly simple tool, built for one specific use case Continue reading on rigel-computer.com »
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Neural Computers: Can AI Become the Computer Itself?
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1w ago
Neural Computers: Can AI Become the Computer Itself?
What are Neural Computers? Continue reading on Data Science in Your Pocket »
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Medium · Python 🧠 Large Language Models ⚡ AI Lesson 1w ago
I Built a Tool That Gives Any LLM the Right Context About Any GitHub Repo
Stop pasting random files into ChatGPT. Context selection is the real problem. Continue reading on Medium »
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Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1w ago
I Built a Tool That Gives Any LLM the Right Context About Any GitHub Repo
Stop pasting random files into ChatGPT. Context selection is the real problem. Continue reading on Medium »
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Medium · Python 🧠 Large Language Models ⚡ AI Lesson 1w ago
Giving ChatGPT a Brain and Hands: A Beginner’s Guide to LangChain
If a Large Language Model (LLM) like ChatGPT is a brilliant brain in a jar, LangChain is what gives that brain a memory and the ability to… Continue reading on
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But What really is Retrieval-Augmented Generation !?
Medium · RAG 🧠 Large Language Models ⚡ AI Lesson 1w ago
But What really is Retrieval-Augmented Generation !?
If you’re someone who wants to learn how LLM’s actually work and have heard of the term RAG but don’t know what it is or how it works… Continue reading on Mediu
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The Quiet Takeover: Why Claude Is Becoming the LLM That Serious Builders Actually Use
Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 1w ago
The Quiet Takeover: Why Claude Is Becoming the LLM That Serious Builders Actually Use
Every six months, someone declares a new AI winner. This time, the shift is quieter, more technical, and way more real. Continue reading on Medium »
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Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
Claude vs. ChatGPT: You're Asking the Wrong Question for $49
Claude vs. ChatGPT: You're Asking the Wrong Question for $49 You’ve seen the headlines, heard the whispers, and probably scrolled through the endless Twitter th
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OpenAI’s new $100 ChatGPT Pro plan targets Claude Max with five times the Codex access
The Next Web AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
OpenAI’s new $100 ChatGPT Pro plan targets Claude Max with five times the Codex access
In short: OpenAI launched a new $100 per month Pro plan for ChatGPT on 9 April 2026, inserting a new tier between the existing $20 Plus plan and the $200 Pro pl
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Anthropic’s Claude Co-work Just Made ChatGPT Look Useless (Complete Mastery Guide)
Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 1w ago
Anthropic’s Claude Co-work Just Made ChatGPT Look Useless (Complete Mastery Guide)
Every generation gets one moment where the rules change without warning. In 1972, calculators entered offices and accountants panicked. In… Continue reading on
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Anthropic’s Claude Co-work Just Made ChatGPT Look Useless (Complete Mastery Guide)
Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 1w ago
Anthropic’s Claude Co-work Just Made ChatGPT Look Useless (Complete Mastery Guide)
Every generation gets one moment where the rules change without warning. In 1972, calculators entered offices and accountants panicked. In… Continue reading on
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Artificial Intelligence Lab: A Practical Roadmap to Modern AI Systems
Medium · Deep Learning 🧠 Large Language Models ⚡ AI Lesson 1w ago
Artificial Intelligence Lab: A Practical Roadmap to Modern AI Systems
From Data Science and Machine Learning to LLMs and Autonomous AI Agents Continue reading on Artificial Intelligence Lab »
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The Main Street Tech Report: How To Switch From ChatGPT To Claude
Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 1w ago
The Main Street Tech Report: How To Switch From ChatGPT To Claude
Five tech news items that can help your small business. Continue reading on Medium »
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Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1w ago
How AI Interview Platforms Are Changing the Way We Prepare for GenAI Roles in 2026
Something quietly shifted in how companies hire for AI roles over the last twelve months. Continue reading on Medium »
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The Skill That Separates People Who “Use AI” From People Who Actually Benefit From It
Medium · Startup 🧠 Large Language Models ⚡ AI Lesson 1w ago
The Skill That Separates People Who “Use AI” From People Who Actually Benefit From It
Prompt Engineering is not a buzzword. It’s the difference between a tool and a superpower. Continue reading on Medium »
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Beyond Helpfulness: Specialized Fine-Tuning for Empathetic AI with Gemma 2B and QLoRA
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1w ago
Beyond Helpfulness: Specialized Fine-Tuning for Empathetic AI with Gemma 2B and QLoRA
How to transform a general-purpose LLM into a domain-specialized assistant using preference data, quantization, and efficient fine-tuning. Continue reading on M
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Beyond Helpfulness: Specialized Fine-Tuning for Empathetic AI with Gemma 2B and QLoRA
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1w ago
Beyond Helpfulness: Specialized Fine-Tuning for Empathetic AI with Gemma 2B and QLoRA
How to transform a general-purpose LLM into a domain-specialized assistant using preference data, quantization, and efficient fine-tuning. Continue reading on M
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Lang Chain Explained in Depth: Building Modular LLM Applications with Python
Medium · Python 🧠 Large Language Models ⚡ AI Lesson 1w ago
Lang Chain Explained in Depth: Building Modular LLM Applications with Python
1. Introduction to Lang Chain Continue reading on Medium »
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Lang Chain Explained in Depth: Building Modular LLM Applications with Python
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1w ago
Lang Chain Explained in Depth: Building Modular LLM Applications with Python
1. Introduction to Lang Chain Continue reading on Medium »
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Understanding LangChain: Building Modular LLM Application with Chains, Agents and Memory
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1w ago
Understanding LangChain: Building Modular LLM Application with Chains, Agents and Memory
Introduction To LangChain Continue reading on Medium »
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Towards Data Science 🧠 Large Language Models ⚡ AI Lesson 1w ago
Stop Treating AI Memory Like a Search Problem
Why storing and retrieving data isn’t enough to build reliable AI memory systems The post Stop Treating AI Memory Like a Search Problem appeared first on Toward
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TechCrunch AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
From LLMs to hallucinations, here’s a simple guide to common AI terms
The rise of AI has brought an avalanche of new terms and slang. Here is a glossary with definitions of some of the most important words and phrases you might en
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Why Your ChatGPT Outputs Are Boring (And How Prompt Engineering Fixes It)
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
Why Your ChatGPT Outputs Are Boring (And How Prompt Engineering Fixes It)
Introduction: The “Generic” Trap Continue reading on Medium »
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Building Intelligent LLM Applications using LangChain: A Practical Deep Dive
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1w ago
Building Intelligent LLM Applications using LangChain: A Practical Deep Dive
1. Introduction to LangChain Continue reading on Medium »
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TechCrunch AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
At the HumanX conference, everyone was talking about Claude
Anthropic was the star of the show at San Francisco's AI-centric conference.
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Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
🚀 How to Save Tokens in Claude (Without Sacrificing Output Quality)
If you're using Claude regularly, you’ve probably noticed one thing: 👉 Tokens disappear FAST. Whether you're building apps, generating content, or running prom
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Over Two Decades of Handwriting, One Local Language Model, and an OCR Problem
Medium · NLP 🧠 Large Language Models ⚡ AI Lesson 1w ago
Over Two Decades of Handwriting, One Local Language Model, and an OCR Problem
On building a personal AI from a physical diary archive — and why the hardest part of the pipeline isn’t the model Continue reading on Medium »
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Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
LLM Wiki Skill: Build a Second Brain With Claude Code and Obsidian
Andrej Karpathy published an LLM Wiki gist last week. 5,000+ stars. Nearly 3,000 forks. The idea: instead of retrieving documents every time you ask a question,
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