Core AI

Large Language Models

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

24,343
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 4,965 reads from curated sources

How to Start Using AI Without Feeling Like an Idiot
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 22h ago
How to Start Using AI Without Feeling Like an Idiot
Staring at a blank ChatGPT prompt? Here is a dead-simple, 5-minute roadmap to go from “What is this?” to “How did I live without this?” Continue reading on AI Q
How to Start Using AI Without Feeling Like an Idiot
Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 22h ago
How to Start Using AI Without Feeling Like an Idiot
Staring at a blank ChatGPT prompt? Here is a dead-simple, 5-minute roadmap to go from “What is this?” to “How did I live without this?” Continue reading on AI Q
Breaking the Million-Token Barrier: How Azure ND GB300 v6 Achieves 1.1
Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 22h ago
Breaking the Million-Token Barrier: How Azure ND GB300 v6 Achieves 1.1
Azure ND GB300 v6 delivers 1.1M tokens/sec for LLM inference. Learn the GPU, networking, and storage architecture behind rack-scale AI… Continue reading on Medi
Data Science with Gen AI & Agentic AI | Asian Technology Hub
Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 22h ago
Data Science with Gen AI & Agentic AI | Asian Technology Hub
 Data Science with Gen AI & Agentic AI | Asian Technology Hub Continue reading on Medium »
Relational Knowledge Distillation in 3D Point Clouds (part 1)
Medium · Deep Learning 🧠 Large Language Models ⚡ AI Lesson 23h ago
Relational Knowledge Distillation in 3D Point Clouds (part 1)
Hinton KD is output distribution distillation. It transfers what the teacher thinks about each example individually. RKD is structure… Continue reading on Mediu
Zod + LLMs: How to Validate AI Responses Without Losing Your Mind
Dev.to · Pavel Espitia 🧠 Large Language Models ⚡ AI Lesson 23h ago
Zod + LLMs: How to Validate AI Responses Without Losing Your Mind
You ask an LLM a carefully crafted question with a system prompt demanding JSON output. You get back...
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 23h ago
Future of Answer Driven Search and the Evolution of AI Powered Discovery
The way people search for information is changing rapidly. Instead of browsing multiple websites, users now expect immediate, accurate answers delivered by inte
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
Muse Spark vs. Claude Opus 4.6: The Battle of the 2026 Frontier AI Models
The Next Generation of Frontier Models The artificial intelligence landscape of early 2026 has been defined by two massive releases that approach the concept of
MCP — Plugging Claude Into Your Real Systems
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1d ago
MCP — Plugging Claude Into Your Real Systems
The moment the agent got eyes. Continue reading on Artificial Intelligence in Plain English »
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1d ago
About NLP in 2 minutes
NLP: Talking with machines: just like talking to your mom, girlfriend, sister, dad, friends… Continue reading on Medium »
Medium · Deep Learning 🧠 Large Language Models ⚡ AI Lesson 1d ago
About NLP in 2 minutes
NLP: Talking with machines: just like talking to your mom, girlfriend, sister, dad, friends… Continue reading on Medium »
Medium · NLP 🧠 Large Language Models ⚡ AI Lesson 1d ago
About NLP in 2 minutes
NLP: Talking with machines: just like talking to your mom, girlfriend, sister, dad, friends… Continue reading on Medium »
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
Artificial Intelligence Course in Delhi: Complete Guide to Skills, Fees & Career Growth (2026)
Artificial Intelligence is no longer just a futuristic concept — it’s already shaping how industries work today. Continue reading on Medium »
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1d ago
Artificial Intelligence Course in Delhi: Complete Guide to Skills, Fees & Career Growth (2026)
Artificial Intelligence is no longer just a futuristic concept — it’s already shaping how industries work today. Continue reading on Medium »
Medium · Python 🧠 Large Language Models ⚡ AI Lesson 1d ago
Artificial Intelligence Course in Delhi: Complete Guide to Skills, Fees & Career Growth (2026)
Artificial Intelligence is no longer just a futuristic concept — it’s already shaping how industries work today. Continue reading on Medium »
8 AI Research Tools That Help You Learn Anything Faster (Even If You’re a Complete Beginner)
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
8 AI Research Tools That Help You Learn Anything Faster (Even If You’re a Complete Beginner)
These AI tools help you research topics, summarize information, and learn new skills much faster. Continue reading on Medium »
92 Stories To Learn About Ai Models
Hackernoon 🧠 Large Language Models ⚡ AI Lesson 1d ago
92 Stories To Learn About Ai Models
Building an MCP-Native Prompt Tool: Architecture Decisions
Dev.to · Dwelvin Morgan 🧠 Large Language Models ⚡ AI Lesson 1d ago
Building an MCP-Native Prompt Tool: Architecture Decisions
Building an MCP-Native Prompt Tool: Architecture Decisions The Problem When I...
Best Claude AI Course for Beginners in 2026 (Free & Paid)
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
Best Claude AI Course for Beginners in 2026 (Free & Paid)
The best Claude AI course for beginners in 2026 is Anthropic’s “Claude Code in Action” program. It offers step-by-step lessons, real-world… Continue reading on
On the Programmer’s Dependency on LLMs
Dev.to · Iván Garza Bermea 🧠 Large Language Models ⚡ AI Lesson 1d ago
On the Programmer’s Dependency on LLMs
How many of you are using AI as a coding assistant? Most importantly, how many of you have felt a...
Building a Hyper-Real Famous Persona for Conversational AI with Nuwa-Skill
Dev.to · cited 🧠 Large Language Models ⚡ AI Lesson 1d ago
Building a Hyper-Real Famous Persona for Conversational AI with Nuwa-Skill
Why Most AI Personas Feel Hollow You've seen them. Chat with "AI Einstein" and it quotes...
Understanding RAG by Building a ChatPDF App: Smarter Chunking & Context Optimization (Part 3)
Dev.to · Sharath Kurup 🧠 Large Language Models ⚡ AI Lesson 1d ago
Understanding RAG by Building a ChatPDF App: Smarter Chunking & Context Optimization (Part 3)
⚡ Understanding RAG by Building a ChatPDF App: Better Chunking & Smarter Context In...
AI Foundations for Building Future-Ready Digital Skills
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
AI Foundations for Building Future-Ready Digital Skills
The Artificial Intelligence Foundation program delivers essential knowledge about fundamental AI principles and their associated… Continue reading on Medium »
Claude Mythos Is So Dangerous, Even Anthropic Won’t Let You Use It
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1d ago
Claude Mythos Is So Dangerous, Even Anthropic Won’t Let You Use It
The Model That Changed Everything Continue reading on Medium »
Il servilismo dei chatbot ci sta rovinando il carattere
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1d ago
Il servilismo dei chatbot ci sta rovinando il carattere
Se chiediamo a un chatbot perché tendono a dare sempre ragione agli umani, la risposta tipica è che i modelli linguistici sono addestrati… Continue reading on M
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
Why Current LLMs Can't Reach AGI (and more)
The AI field is celebrating benchmarks while the ceiling gets closer. Every few months, a new model comes out, and more often than not with more parameters than
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
The LLM Tools That Actually Matter in Production (Not LangChain, Not the OpenAI SDK)
Everyone tells you to learn LangChain or the OpenAI API. Nobody talks about the tools that actually matter in production. Continue reading on Artificial Intelli
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1d ago
The LLM Tools That Actually Matter in Production (Not LangChain, Not the OpenAI SDK)
Everyone tells you to learn LangChain or the OpenAI API. Nobody talks about the tools that actually matter in production. Continue reading on Artificial Intelli
Why Your AI Chatbot Gives Vague Answers (And Why That Should Matter to You)
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
Why Your AI Chatbot Gives Vague Answers (And Why That Should Matter to You)
You know that moment when AI confidently tells you something that sounds right — but feels hollow? I hit that wall last month. I asked a… Continue reading on Ar
Why Your AI Chatbot Gives Vague Answers (And Why That Should Matter to You)
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1d ago
Why Your AI Chatbot Gives Vague Answers (And Why That Should Matter to You)
You know that moment when AI confidently tells you something that sounds right — but feels hollow? I hit that wall last month. I asked a… Continue reading on Ar
RAG (Retrieval-Augmented Generation): How to Build Smarter AI Apps in 2026
Medium · RAG 🧠 Large Language Models ⚡ AI Lesson 1d ago
RAG (Retrieval-Augmented Generation): How to Build Smarter AI Apps in 2026
Every AI product team in 2026 is sitting on the same uncomfortable truth: large language models hallucinate, and they go stale the moment… Continue reading on M
Prompt Injection: no estás hackeando la IA. La estás convenciendo. Con Samu Hernández
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
Prompt Injection: no estás hackeando la IA. La estás convenciendo. Con Samu Hernández
Por qué la seguridad de la inteligencia artificial no va de código, sino de cómo haces las preguntas Continue reading on Medium »
ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 1d ago
GIST: Multimodal Knowledge Extraction and Spatial Grounding via Intelligent Semantic Topology
arXiv:2604.15495v1 Announce Type: new Abstract: Navigating complex, densely packed environments like retail stores, warehouses, and hospitals poses a significan
ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 1d ago
LACE: Lattice Attention for Cross-thread Exploration
arXiv:2604.15529v1 Announce Type: new Abstract: Current large language models reason in isolation. Although it is common to sample multiple reasoning paths in p
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
MCP has no security model. Here's how to fix it in 2 minutes.
The Model Context Protocol has been a runaway success. In under a year it's become the default way LLMs call tools — query databases, write files, hit APIs, aut
Is That Really 'a'? How Homoglyph Attacks Bypass LLM Security Filters (with Python examples)
Dev.to · nexus-api-lab.com 🧠 Large Language Models ⚡ AI Lesson 1d ago
Is That Really 'a'? How Homoglyph Attacks Bypass LLM Security Filters (with Python examples)
You have built a keyword filter for your LLM application. It blocks "ignore previous instructions",...
Defluffer promises -45% tokens. I measured the semantic cost of that savings and it's uncomfortable
Dev.to · Juan Torchia 🧠 Large Language Models ⚡ AI Lesson 1d ago
Defluffer promises -45% tokens. I measured the semantic cost of that savings and it's uncomfortable
The 45% token reduction is real. What nobody measures is how much implicit context you lose along the way. I built my own benchmark and the numbers are more com
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
Prompt, Persona, dan Kenapa Output AI Sering Tidak Sesuai Ekspektasi
Banyak orang sudah mulai pakai AI untuk analisis. Continue reading on Medium »
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1d ago
How Do We Know If an LLM Is Actually Giving Good Answers? Meet ROUGE
You’ve built an LLM-powered system. It summarizes documents, answers questions, extracts key points. Continue reading on Medium »
How Do We Know If an LLM Is Actually Giving Good Answers? Meet ROUGE
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1d ago
How Do We Know If an LLM Is Actually Giving Good Answers? Meet ROUGE
You’ve built an LLM-powered system. It summarizes documents, answers questions, extracts key points. Continue reading on Medium »
Simon Willison's Blog 🧠 Large Language Models ⚡ AI Lesson 1d ago
Claude Token Counter, now with model comparisons
Claude Token Counter, now with model comparisons I upgraded my Claude Token Counter tool to add the ability to run the same count against different models in or
MNHEME Evolves: Personality and Free Will Enter the System
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1d ago
MNHEME Evolves: Personality and Free Will Enter the System
Continue reading on Medium »
MNHEME Evolves: Personality and Free Will Enter the System
Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 1d ago
MNHEME Evolves: Personality and Free Will Enter the System
Continue reading on Medium »
MNHEME Evolves: Personality and Free Will Enter the System
Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 1d ago
MNHEME Evolves: Personality and Free Will Enter the System
Continue reading on Medium »
AI vs Machine Learning vs Deep Learning vs Generative AI — What's Actually Different?
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1d ago
AI vs Machine Learning vs Deep Learning vs Generative AI — What's Actually Different?
Everyone uses these four terms interchangeably. Your manager says “AI.” Continue reading on Medium »
AI vs Machine Learning vs Deep Learning vs Generative AI — What's Actually Different?
Medium · Deep Learning 🧠 Large Language Models ⚡ AI Lesson 1d ago
AI vs Machine Learning vs Deep Learning vs Generative AI — What's Actually Different?
Everyone uses these four terms interchangeably. Your manager says “AI.” Continue reading on Medium »
What your AI actually did while you waited after you have sent your query
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1d ago
What your AI actually did while you waited after you have sent your query
Let see how we could deploy ensuring that I could reduce latency Continue reading on Medium »
OpenAI’s Biggest Week Wasn’t About ChatGPT
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1d ago
OpenAI’s Biggest Week Wasn’t About ChatGPT
A model that could reshape drug discovery. A cyber variant built for defenders. And the week that proved AI has become genuinely dangerous… Continue reading on