Core AI

Large Language Models

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

24,361
lessons
Skills in this topic
View full skill map →
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

Showing 4,982 reads from curated sources

When AI Appeared in My Dream and Began to Think With Me
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1h ago
When AI Appeared in My Dream and Began to Think With Me
This experience began in a dream, and what stayed with me after waking was a clear sense of what had taken place. Continue reading on Age of Awareness »
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2h ago
Big Tech firms are accelerating AI investments and integration, while regulators and companies focus on safety and responsible adoption.
The AI landscape is experiencing unprecedented growth and transformation. This post delves into the key developments shaping the future of artificial intelligen
Anthropic’s Mythos has just started a new arms race
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 3h ago
Anthropic’s Mythos has just started a new arms race
Some technologies announce a revolution. Others simply impose one. Not with hyperbole, but with small technical details that, read… Continue reading on Enrique
I Extended an Open-Source Text-to-SQL System
Medium · Python 🧠 Large Language Models ⚡ AI Lesson 3h ago
I Extended an Open-Source Text-to-SQL System
Here’s What I Built and What I Learned Continue reading on Medium »
The CIA Built AI Avatars of World Leaders. That Validates Our Category.
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 3h ago
The CIA Built AI Avatars of World Leaders. That Validates Our Category.
This is not a speculative research paper. This is the intelligence service of the United States, shipping LLM-powered avatars of world… Continue reading on Medi
The CIA Built AI Avatars of World Leaders. That Validates Our Category.
Medium · Startup 🧠 Large Language Models ⚡ AI Lesson 3h ago
The CIA Built AI Avatars of World Leaders. That Validates Our Category.
This is not a speculative research paper. This is the intelligence service of the United States, shipping LLM-powered avatars of world… Continue reading on Medi
OpenAI, Anthropic, and Google Just Teamed Up for the First Time. The Reason Should Terrify You.
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 3h ago
OpenAI, Anthropic, and Google Just Teamed Up for the First Time. The Reason Should Terrify You.
Three companies that spend billions trying to destroy each other are now sharing intelligence like allied spy agencies. Continue reading on Towards AI »
16 Ways to make a Small Language Model think bigger
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 3h ago
16 Ways to make a Small Language Model think bigger
All of the code in this article is available in the Oracle AI Developer Hub. The repository is part of Oracle’s open-source AI collection… Continue reading on O
Search Engine Journal 🧠 Large Language Models ⚡ AI Lesson 3h ago
The Ghost Citation Problem via @sejournal, @Kevin_Indig
Analysis across four LLMs reveals how citation and mention behavior differs, and why it matters. The post The Ghost Citation Problem appeared first on Search En
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 3h ago
I Added a Paragraph to My AI Character's System Prompt. She Invented a Different One.
I spent years in the gaming industry learning that characters are the reason people come back. Features rot. Graphics age. A character people can't stop thinkin
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 4h ago
What Surprised Me About Building a Python RAG Pipeline with Open-Source LLMs
If you've ever tried using ChatGPT to answer questions about your company's docs or codebase, you know the pain: hallucinations, half-right answers, or just pla
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 4h ago
Why This Backend Engineer Stopped Calling LLM APIs From Every Service And Started Running a Local Agent Instead
This is a submission for the OpenClaw Writing Challenge . The Problem Every Backend Team Has Right Now If you run a Java or Node backend in 2026, your architect
Context Windows Are Getting Enormous — Here Is What That Actually Changes
Dev.to · Simon Ghazi 🧠 Large Language Models ⚡ AI Lesson 4h ago
Context Windows Are Getting Enormous — Here Is What That Actually Changes
The race to expand context windows in large language models has produced numbers that are genuinely...
The State of AI Instruction Quality
Dev.to · Gábor Mészáros 🧠 Large Language Models ⚡ AI Lesson 4h ago
The State of AI Instruction Quality
Everybody has opinions about AGENTS.md/CLAUDE.md files. Best practices get shared. Templates get...
How to Export ChatGPT Conversations (3 Ways)
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 5h ago
How to Export ChatGPT Conversations (3 Ways)
Don’t lose your best prompts. Learn how to export your entire ChatGPT history, share specific chats, or manually archive your outputs. Continue reading on AI Qu
I Asked an LLM to Generate 20 Trading Strategies. 14 Were the Same Thing.
Dev.to · Whetlan 🧠 Large Language Models ⚡ AI Lesson 6h ago
I Asked an LLM to Generate 20 Trading Strategies. 14 Were the Same Thing.
A few months ago I asked an LLM to generate twenty trading strategies. Fourteen were the same...
InfoQ AI/ML 🧠 Large Language Models ⚡ AI Lesson 6h ago
Presentation: Dynamic Moments: Weaving LLMs into Deep Personalization at DoorDash
Sudeep Das and Pradeep Muthukrishnan explain the shift from static merchandising to dynamic, moment-aware personalization at DoorDash. They share how LLMs gener
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 6h ago
Can LLMs Make UI Test Automation More Adaptive?
UI test automation often promises speed and reliability — but in reality, teams still spend significant time writing scripts, fixing… Continue reading on Medium
AI Didn’t Just Evolve. The World Around It Finally Matched It.
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 7h ago
AI Didn’t Just Evolve. The World Around It Finally Matched It.
Why AI suddenly feels powerful — and why it couldn’t before Continue reading on Medium »
EZGennie: How I Built an AI-Powered Presentation Generator From Markdown file, That Supports 4 LLMs
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 7h ago
EZGennie: How I Built an AI-Powered Presentation Generator From Markdown file, That Supports 4 LLMs
Write Markdown. Pick an AI. Get a polished .pptx in seconds. Continue reading on Medium »
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 7h ago
AI and Machine Learning: How They’re Changing the Way We Work and Live
Artificial intelligence and machine learning are no longer future concepts. They are already shaping the apps we use, the content we see… Continue reading on Me
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 7h ago
The Brutal Truth About Building My Digital Soul: What Happens When You Clone Your Identity
The Brutal Truth About Building My Digital Soul: What Happens When You Clone Your Identity Honestly, I started this project with what I thought was a brilliant
How we handle LLM context window limits without losing conversation quality
Dev.to · Adamo Software 🧠 Large Language Models ⚡ AI Lesson 8h ago
How we handle LLM context window limits without losing conversation quality
Every developer building on LLMs hits the same wall eventually. Your chatbot works beautifully for...
Claude Opus 4.7: The Good, The Bad, and The Absurdly Token-Hungry
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 9h ago
Claude Opus 4.7: The Good, The Bad, and The Absurdly Token-Hungry
Anthropic Just Dropped a New Model. It’s Great at Coding. It Will Also Eat Your Wallet. Continue reading on Artificial Intelligence in Plain English »
What is Meta’s Tribe V2 and can it predict your brain response?
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 9h ago
What is Meta’s Tribe V2 and can it predict your brain response?
How Meta’s open-source model is learning to decode what your brain is actually thinking Continue reading on Artificial Intelligence in Plain English »
I Built a RAG System From Scratch in 4 Weeks — Here’s Everything I Learned
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 9h ago
I Built a RAG System From Scratch in 4 Weeks — Here’s Everything I Learned
A complete technical breakdown of building a production-grade Retrieval-Augmented Generation system with embeddings, ChromaDB, FastAPI… Continue reading on Medi
I Built a RAG System From Scratch in 4 Weeks — Here’s Everything I Learned
Medium · RAG 🧠 Large Language Models ⚡ AI Lesson 9h ago
I Built a RAG System From Scratch in 4 Weeks — Here’s Everything I Learned
A complete technical breakdown of building a production-grade Retrieval-Augmented Generation system with embeddings, ChromaDB, FastAPI… Continue reading on Medi
Julius AI vs ChatGPT for Data Analysis: Which One Actually Helps Non-Coders Get Answers Faster?
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 9h ago
Julius AI vs ChatGPT for Data Analysis: Which One Actually Helps Non-Coders Get Answers Faster?
Julius AI vs ChatGPT for Data Analysis: Which One Actually Helps Non-Coders Get Answers Faster? Continue reading on Medium »
AI: More Than Just a Buzzword
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 9h ago
AI: More Than Just a Buzzword
Think about this for a moment  You start typing an email, and your phone suggests the next sentence. You ask Siri about the weather… Continue reading on Medium
The Hidden Cost of “Free” AI, And Why I Built ZSearch
Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 9h ago
The Hidden Cost of “Free” AI, And Why I Built ZSearch
You know that moment? When you’re about to paste a sensitive document into ChatGPT, and your hand hovers over the keyboard? Continue reading on Medium »
I Cut Inference Costs by 68% by Killing the Stack
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 9h ago
I Cut Inference Costs by 68% by Killing the Stack
Continue reading on Medium »
Learn a Lisp with Python
Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 9h ago
Learn a Lisp with Python
It had been a long ‒ long time ‒ since I wanted to learn a Lisp implementation, until I discovered HyLang. Continue reading on Nicolas Couture »
Core GenAI Concepts — The Complete Picture
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 9h ago
Core GenAI Concepts — The Complete Picture
A comprehensive, structured reference covering the 11 building blocks of modern generative AI systems — from prompt design to production… Continue reading on Me
I built a 100-point prompt scorer for SUNO AI — 16 checks, open-source on npm
Dev.to · ShaiZadok 🧠 Large Language Models ⚡ AI Lesson 10h ago
I built a 100-point prompt scorer for SUNO AI — 16 checks, open-source on npm
Why deterministic prompt scoring? A few months ago I was using SUNO AI and kept...
Do Embeddings Understand Meaning — Or Are We Just Pretending They Do?
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 10h ago
Do Embeddings Understand Meaning — Or Are We Just Pretending They Do?
Embeddings do not understand language. And yet, we keep using them like they do. Continue reading on Medium »
Do Embeddings Understand Meaning — Or Are We Just Pretending They Do?
Medium · NLP 🧠 Large Language Models ⚡ AI Lesson 10h ago
Do Embeddings Understand Meaning — Or Are We Just Pretending They Do?
Embeddings do not understand language. And yet, we keep using them like they do. Continue reading on Medium »
Do Embeddings Understand Meaning — Or Are We Just Pretending They Do?
Medium · RAG 🧠 Large Language Models ⚡ AI Lesson 10h ago
Do Embeddings Understand Meaning — Or Are We Just Pretending They Do?
Embeddings do not understand language. And yet, we keep using them like they do. Continue reading on Medium »
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 12h ago
I Ran an LLM Agent on 8GB VRAM — It Broke After 5 Tool Calls
The "Long-Term Memory" Agent Is a Fantasy on 8GB 2026's LLMs are expected to run as agents by default. Call tools, receive results, decide next action, call aga
Your First LLMOps Pipeline: From Prompt to Production in One Sprint
Dev.to · varun varde 🧠 Large Language Models ⚡ AI Lesson 12h ago
Your First LLMOps Pipeline: From Prompt to Production in One Sprint
AI applications don’t behave like traditional systems. They don’t fail cleanly. They don’t produce...
The Richest People Already Live This Way and AI Is About to Give It to Everyone
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 13h ago
The Richest People Already Live This Way and AI Is About to Give It to Everyone
Your AI Persona Will Work So You Never Have To Continue reading on Medium »
Agentic AI in Action — Part 19 -What Happens When You
Give Cortex code a Rulebook?
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 13h ago
Agentic AI in Action — Part 19 -What Happens When You Give Cortex code a Rulebook?
How SKILL.md makes CoCo responses more structured, repeatable, and consistent for every question. Continue reading on Towards AI »
Nvidia’s Trillion Dollar Prediction Marks AI’s Inflection Point
Forbes Innovation 🧠 Large Language Models ⚡ AI Lesson 13h ago
Nvidia’s Trillion Dollar Prediction Marks AI’s Inflection Point
Jensen Huang put Nvidia’s Blackwell and Vera Rubin sales projections into the $1 trillion stratosphere. Plus, Inference takes over the center point from trainin
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 14h ago
How I cut my Cursor/Claude token usage by 90% with a custom "Dehydrator" tool matrix 🛡️
Hey fellow AI-native devs! 👋 Lately, I’ve been feeling the pain of "Context Window Full" and escalating API bills while using Cursor and Claude Code. I realize
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 14h ago
Claude Token Counter: How Model Comparisons Are Changing AI Interactions
Claude Token Counter: How Model Comparisons Are Changing AI Interactions In the fast-paced world of artificial intelligence, understanding how models function a
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 14h ago
Big Tech firms are accelerating AI investments and integration, while regulators and companies focus on safety and responsible adoption.
The AI landscape is experiencing unprecedented growth and transformation. This post delves into the key developments shaping the future of artificial intelligen
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 14h ago
10 ChatGPT Prompts Every Rehabilitation Counselor Should Be Using in 2025
10 ChatGPT Prompts Every Rehabilitation Counselor Should Be Using in 2025 Rehabilitation counselors manage complex caseloads — individualized plans, vocational
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 14h ago
10 ChatGPT Prompts Every Genetic Counselor Should Be Using in 2025
10 ChatGPT Prompts Every Genetic Counselor Should Be Using in 2025 Genetic counselors face a unique documentation challenge: translating complex, probabilistic,
Anthropic Just Launched Claude Routines
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 15h ago
Anthropic Just Launched Claude Routines
The Feature That Turns AI Into a 24/7 Employee Continue reading on GoPenAI »