Core AI

Large Language Models

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

53,048
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
All Reads (31,621) Articles (13474)Blog Posts (5964)Tutorials (2577)Research Papers (8684)News (922)
Finding Your Way Around Hugging Face: A Practical Guide for Researchers and Builders
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 6d ago
Finding Your Way Around Hugging Face: A Practical Guide for Researchers and Builders
If you work anywhere near machine learning, you’ve bumped into Hugging Face — the little emoji hub that somehow became the GitHub of AI… Continue reading on Med
Finding Your Way Around Hugging Face: A Practical Guide for Researchers and Builders
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 6d ago
Finding Your Way Around Hugging Face: A Practical Guide for Researchers and Builders
If you work anywhere near machine learning, you’ve bumped into Hugging Face — the little emoji hub that somehow became the GitHub of AI… Continue reading on Med
n8n Information Extractor Node: Extract Structured Data from Text Using AI — Free Workflow JSON
Dev.to · Pirate Prentice 🧠 Large Language Models ⚡ AI Lesson 6d ago
n8n Information Extractor Node: Extract Structured Data from Text Using AI — Free Workflow JSON
Master the n8n Information Extractor node: extract structured fields from unstructured text using LLMs. Schema definition, output modes, gotchas, and 3 real wor
Does Claude Have a Self?
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 6d ago
Does Claude Have a Self?
The question of whether the Claude model has a “self” is raised, in part, by Anthropic’s own expressed uncertainty about the nature and… Continue reading on Med
Building Corroborate.ai: An Auditable Way to Decide What an AI Actually “Knows”
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 6d ago
Building Corroborate.ai: An Auditable Way to Decide What an AI Actually “Knows”
Why I built a knowledge arbitration engine instead of just another memory layer Continue reading on Medium »
When Should You Use Prompt Engineering, RAG, or Fine-Tuning?
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 6d ago
When Should You Use Prompt Engineering, RAG, or Fine-Tuning?
The mental model that helped me stop mixing them up and start using the right tool for the right problem. Continue reading on Medium »
I Was Using AI Wrong for a Year. This 5-Part Prompt Fixed Everything.
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 6d ago
I Was Using AI Wrong for a Year. This 5-Part Prompt Fixed Everything.
A simple structure changed how much I get done every week, and it has nothing to do with which AI tool you use. Continue reading on Medium »
Your AI Refuses to Help. But Does It Refuse Correctly?
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 6d ago
Your AI Refuses to Help. But Does It Refuse Correctly?
Notes from my ongoing research on whether LLM safety survives a long conversation Continue reading on Medium »
Your AI Refuses to Help. But Does It Refuse Correctly?
Medium · Deep Learning 🧠 Large Language Models ⚡ AI Lesson 6d ago
Your AI Refuses to Help. But Does It Refuse Correctly?
Notes from my ongoing research on whether LLM safety survives a long conversation Continue reading on Medium »
How to Design Tool Schemas That Prevent Bad LLM Tool Calls
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 6d ago
How to Design Tool Schemas That Prevent Bad LLM Tool Calls
AI Engineer Interview Preparation Continue reading on Towards AI »
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 6d ago
DeepSeek vs Qwen vs Kimi vs GLM: Which AI API Actually Wins in 2026?
DeepSeek vs Qwen vs Kimi vs GLM: Which AI API Actually Wins in 2026? Hey there! So I've been on a bit of a Chinese AI model binge lately, and I figured I'd shar
Simon Willison's Blog 🧠 Large Language Models ⚡ AI Lesson 6d ago
Better Models: Worse Tools
Better Models: Worse Tools Armin reports on a weird problem he ran into while hacking on Pi: The short version is that newer Claude models sometimes call Pi’s e
Una capa de prompts que se califica a sí misma por resultados, hace A/B testing de sus propias reescrituras, e intercambia al ganador casi sin despliegue
Dev.to · Franchesco Romero 🧠 Large Language Models ⚡ AI Lesson 6d ago
Una capa de prompts que se califica a sí misma por resultados, hace A/B testing de sus propias reescrituras, e intercambia al ganador casi sin despliegue
Casi todo el "manejo de prompts" es una carpeta de archivos .txt y una revisión de código. Esto es lo...
JEPA: The Complete Learning Path From “What Is It?” to Research Frontier
Medium · NLP 🧠 Large Language Models ⚡ AI Lesson 6d ago
JEPA: The Complete Learning Path From “What Is It?” to Research Frontier
A step-by-step guide to understanding Joint Embedding Predictive Architecture, Yann LeCun’s bet on the future of AI Continue reading on Medium »
LLM APIs as Infrastructure: Building Deterministic Systems Around Probabilistic AI
Dev.to · Akilah Littlejohn 🧠 Large Language Models ⚡ AI Lesson 6d ago
LLM APIs as Infrastructure: Building Deterministic Systems Around Probabilistic AI
How to build deterministic guardrails around probabilistic LLM outputs using structured schemas, runtime validation, and CI/CD evals.
Stop Playing with Paid Users: 11 Harsh Truths Every AI Giant Needs to Hear.
Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 6d ago
Stop Playing with Paid Users: 11 Harsh Truths Every AI Giant Needs to Hear.
Why are we paying for ‘limit traps’ and broken outputs? A certified prompt engineer’s take on the critical flaws AI companies must fix… Continue reading on Kuri
From 1,540 to 15,338 Tokens per Second on a Single TPU Chip
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 6d ago
From 1,540 to 15,338 Tokens per Second on a Single TPU Chip
A Measurement Study of Large Language Model Inference Optimization on TPU v5e: Throughput, latency, energy, and cost results for Gemma 2B… Continue reading on M
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 6d ago
39,5 Millionen Tokens gespart: Wie CodeDrift die KI-Entwicklung effizienter macht
TL;DR: CodeDrift spart 88,8 % der Tokens beim Lesen und Durchsuchen von Codebasen. In nur 10 Tagen wurden 39,5 Millionen Tokens eingespart… Continue reading on
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 6d ago
16 LLM Fundamentals Every AI Engineer Should Know Before Building GenAI Applications
Everyone wants to build AI agents, RAG systems, chatbots, and copilots. However, many developers jump straight into frameworks like… Continue reading on Medium
Medium · Deep Learning 🧠 Large Language Models ⚡ AI Lesson 6d ago
16 LLM Fundamentals Every AI Engineer Should Know Before Building GenAI Applications
Everyone wants to build AI agents, RAG systems, chatbots, and copilots. However, many developers jump straight into frameworks like… Continue reading on Medium
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 6d ago
16 LLM Fundamentals Every AI Engineer Should Know Before Building GenAI Applications
Everyone wants to build AI agents, RAG systems, chatbots, and copilots. However, many developers jump straight into frameworks like… Continue reading on Medium
GPT-5.6 Is Here — But You Can’t Use It Yet. Here’s Why.
Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 6d ago
GPT-5.6 Is Here — But You Can’t Use It Yet. Here’s Why.
OpenAI launched GPT-5.6 with three models called Sol, Terra and Luna. Here is what they are and when regular ChatGPT users will actually… Continue reading on Me
Presales knowledge bot — making scattered, duplicated, NDA-restricted data searchable
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 6d ago
Presales knowledge bot — making scattered, duplicated, NDA-restricted data searchable
AWS-based production-grade RAG knowledge retrieval solution utilizing Amazon Aurora Continue reading on CodeX »
Building Word Embeddings with PyTorch and Lightning AI Part 2: Creating Labels for Next-Word Prediction
Dev.to · Rijul Rajesh 🧠 Large Language Models ⚡ AI Lesson 6d ago
Building Word Embeddings with PyTorch and Lightning AI Part 2: Creating Labels for Next-Word Prediction
In the previous article, we created the training inputs for our word embedding model using one-hot...
Medium · Python 🧠 Large Language Models ⚡ AI Lesson 6d ago
Sovereign Vector Inference: Erasing Legacy Deadlines in the Silicon Infosphere
=============================================================================== [TRANSIT_PROTOCOL]: ADERL-v77 // INFERENCE ENGINE CODENAME… Continue reading on
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 6d ago
Sovereign Vector Inference: Erasing Legacy Deadlines in the Silicon Infosphere
=============================================================================== [TRANSIT_PROTOCOL]: ADERL-v77 // INFERENCE ENGINE CODENAME… Continue reading on
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 6d ago
Cómo conversar con tu base de datos usando IA: un generador de SQL a partir de lenguaje natural
Artículo técnico — Unidad 3, Base de Datos II Introducción Una de las barreras más comunes entre las personas de negocio y sus datos es el propio SQL: saber que
What Is Artificial Intelligence? A Beginner's Guide to Understanding AI (2026)
Dev.to · rushikeshpatil1007 🧠 Large Language Models ⚡ AI Lesson 6d ago
What Is Artificial Intelligence? A Beginner's Guide to Understanding AI (2026)
Introduction Artificial Intelligence (AI) has become one of the most talked-about technologies in...
Triage tenant maintenance requests with a property-management agent
Dev.to · Qasim 🧠 Large Language Models ⚡ AI Lesson 6d ago
Triage tenant maintenance requests with a property-management agent
Give your property a maintenance@ Agent Account that intakes tenant requests, prioritizes them with an LLM, routes known vendors by sender rule, and emails tena
The Easiest Way to Make Money with ChatGPT (2026): A Beginner’s Guide to Building AI Income
Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 6d ago
The Easiest Way to Make Money with ChatGPT (2026): A Beginner’s Guide to Building AI Income
The Easiest Way to Make Money with ChatGPT (2026) | Beginner AI Income Guide Continue reading on Medium »
The Easiest Way to Make Money with ChatGPT (2026): A Beginner’s Guide to Building AI Income
Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 6d ago
The Easiest Way to Make Money with ChatGPT (2026): A Beginner’s Guide to Building AI Income
The Easiest Way to Make Money with ChatGPT (2026) | Beginner AI Income Guide Continue reading on Medium »
Ways to Make Money with ChatGPT (2026): 10 Proven Methods to Earn Online Using AI
Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 6d ago
Ways to Make Money with ChatGPT (2026): 10 Proven Methods to Earn Online Using AI
Ways to Make Money with ChatGPT (2026): 10 Proven AI Income Ideas Continue reading on Medium »
Reddit r/artificial 🧠 Large Language Models ⚡ AI Lesson 6d ago
What performs the operations coordinated within each layer or head of a Transformer?
Hi, I want to train a Transformer layer to perform specific tasks, but I’m not sure how to coordinate them or determine when to use one versus the other. Does a
The Easiest Way to Make Money with ChatGPT (2026): A Beginner’s Guide to Building AI Income
Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 6d ago
The Easiest Way to Make Money with ChatGPT (2026): A Beginner’s Guide to Building AI Income
The Easiest Way to Make Money with ChatGPT (2026) | Beginner AI Income Guide Continue reading on Medium »
Intent Routing Mesh: LLM Ajanlarında Deterministik Servis Yönlendirmesi ve Halüsinasyon Kontrolü
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 6d ago
Intent Routing Mesh: LLM Ajanlarında Deterministik Servis Yönlendirmesi ve Halüsinasyon Kontrolü
Otonom LLM ajanlarına dış dünyayla etkileşime girmeleri için onlarca farklı aracı (tool) aynı anda vermek, kağıt üzerinde harika bir fikir… Continue reading on
Intent Routing Mesh: LLM Ajanlarında Deterministik Servis Yönlendirmesi ve Halüsinasyon Kontrolü
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 6d ago
Intent Routing Mesh: LLM Ajanlarında Deterministik Servis Yönlendirmesi ve Halüsinasyon Kontrolü
Otonom LLM ajanlarına dış dünyayla etkileşime girmeleri için onlarca farklı aracı (tool) aynı anda vermek, kağıt üzerinde harika bir fikir… Continue reading on
Claude Sonnet 5 Benchmarks: The $2 Model That Caught the $5 Flagship
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 6d ago
Claude Sonnet 5 Benchmarks: The $2 Model That Caught the $5 Flagship
On 30 June 2026, Anthropic published a launch table in which its mid-tier model outscores its flagship. Claude Sonnet 5 posts 1618 on… Continue reading on Towar
Claude Sonnet 5 Benchmarks: The $2 Model That Caught the $5 Flagship
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 6d ago
Claude Sonnet 5 Benchmarks: The $2 Model That Caught the $5 Flagship
On 30 June 2026, Anthropic published a launch table in which its mid-tier model outscores its flagship. Claude Sonnet 5 posts 1618 on… Continue reading on Towar
Claude Sonnet 5 Benchmarks: The $2 Model That Caught the $5 Flagship
Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 6d ago
Claude Sonnet 5 Benchmarks: The $2 Model That Caught the $5 Flagship
On 30 June 2026, Anthropic published a launch table in which its mid-tier model outscores its flagship. Claude Sonnet 5 posts 1618 on… Continue reading on Towar
Claude Sonnet 5 Benchmarks: The $2 Model That Caught the $5 Flagship
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 6d ago
Claude Sonnet 5 Benchmarks: The $2 Model That Caught the $5 Flagship
On 30 June 2026, Anthropic published a launch table in which its mid-tier model outscores its flagship. Claude Sonnet 5 posts 1618 on… Continue reading on Towar
Prompts Have Edge Cases Too
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 6d ago
Prompts Have Edge Cases Too
Agentic LLM failures often come from the assumptions we encode in prompts, tool descriptions, and context. Continue reading on Medium »
Prompts Have Edge Cases Too
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 6d ago
Prompts Have Edge Cases Too
Agentic LLM failures often come from the assumptions we encode in prompts, tool descriptions, and context. Continue reading on Medium »
Ways to Make Money with ChatGPT (2026): 10 Proven Methods to Earn Online Using AI
Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 6d ago
Ways to Make Money with ChatGPT (2026): 10 Proven Methods to Earn Online Using AI
Ways to Make Money with ChatGPT (2026): 10 Proven AI Income Ideas Continue reading on Medium »
The Claude Code Leak of 2026 — What 512,000 Lines of Leaked Source Code Actually Revealed
Dev.to · Bhagvat Meena 🧠 Large Language Models ⚡ AI Lesson 6d ago
The Claude Code Leak of 2026 — What 512,000 Lines of Leaked Source Code Actually Revealed
On March 31, 2026, one of the most extraordinary events in AI industry history unfolded — not through...
Adam: The Optimization Algorithm That Made LLMs Practical
Dev.to · Shrijith Venkatramana 🧠 Large Language Models ⚡ AI Lesson 6d ago
Adam: The Optimization Algorithm That Made LLMs Practical
Hello, I'm Shrijith Venkatramana. I'm building git-lrc, an AI code reviewer that runs on every...
Reddit r/MachineLearning 🧠 Large Language Models ⚡ AI Lesson 6d ago
We'll benchmark an Open weights LLM on any GPU you choose — drop your model + hardware and we'll run it. [D]
We run HexGrid Cloud, a platform for deploying open-source models on GPUs, and we're heads-down optimizing our serving/deployment layer. To pressure-test it we'
🚀 Building a 4-in-1 AI Summarizer: One Tool for Meetings, Articles & Code!
Dev.to · Ria saraswat 🧠 Large Language Models ⚡ AI Lesson 6d ago
🚀 Building a 4-in-1 AI Summarizer: One Tool for Meetings, Articles & Code!
The Problem In an era of endless meetings, long-form articles, and complex technical...
AI for Drug Discovery — From Target Identification to Molecule Generation to Clinical Trials
Medium · Deep Learning 🧠 Large Language Models ⚡ AI Lesson 6d ago
AI for Drug Discovery — From Target Identification to Molecule Generation to Clinical Trials
Issue #38:The six-stage drug discovery pipeline, structure-based target identification, diffusion-based generative molecule design… Continue reading on Medium »