Core AI

Large Language Models

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

24,312
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 4,935 reads from curated sources

The Great Cognitive Shift: From Data Retrieval to Reasoning Systems
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 11h ago
The Great Cognitive Shift: From Data Retrieval to Reasoning Systems
Key takeaways from AMLC 2026 Continue reading on DevOps<>AI »
ChatGPT Use Cases in Private Equity: Transforming the Investment Lifecycle
Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 11h ago
ChatGPT Use Cases in Private Equity: Transforming the Investment Lifecycle
Understand how ChatGPT enhances investment committee preparation, financial modeling support, and portfolio optimization in private equity. Continue reading on
The Register 🧠 Large Language Models ⚡ AI Lesson 11h ago
Schmoozebots: study finds flattery will get AI everywhere
Excessive friendliness may cause users to forget they're talking to a very confident autocomplete A study into how humans interact with chatbots suggests the fa
Set up a Private ChatGPT with Open WebUI and Gemma 4
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 11h ago
Set up a Private ChatGPT with Open WebUI and Gemma 4
With a few simple steps using Docker Desktop and the Open WebUI for Docker Desktop extension Continue reading on Level Up Coding »
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 12h ago
Few-Shot Prompting: Show, Don't Describe
I once spent longer than I care to admit trying to describe exactly how I wanted ChatGPT to format a list of meeting notes. I explained the sections I wanted, t
Towards Data Science 🧠 Large Language Models ⚡ AI Lesson 12h ago
Context Payload Optimization for ICL-Based Tabular Foundation Models
Conceptual overview and practical guidance The post Context Payload Optimization for ICL-Based Tabular Foundation Models appeared first on Towards Data Science
WeightRoom — an LLM resource calculator
Dev.to · Sergey Melyukov 🧠 Large Language Models ⚡ AI Lesson 12h ago
WeightRoom — an LLM resource calculator
Hey LLM folks 👋 Whether you're shipping with Ollama on a Mac, vllm on 8× H100, or anything in...
What Claude Mythos Actually Is and Why Anthropic Is Not Releasing It
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 13h ago
What Claude Mythos Actually Is and Why Anthropic Is Not Releasing It
Anthropic built the most capable AI model it has ever made. Then it looked at what the model could do and decided the public should not… Continue reading on Med
Part 4: What Does Reddit Think About AI Therapy? BERTopic Reveals the Hidden Themes
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 13h ago
Part 4: What Does Reddit Think About AI Therapy? BERTopic Reveals the Hidden Themes
After classifying 20,000 Reddit posts by sentiment, the deeper question is: what are they actually saying? Topic modelling surfaces the… Continue reading on Med
Part 4: What Does Reddit Think About AI Therapy? BERTopic Reveals the Hidden Themes
Medium · NLP 🧠 Large Language Models ⚡ AI Lesson 13h ago
Part 4: What Does Reddit Think About AI Therapy? BERTopic Reveals the Hidden Themes
After classifying 20,000 Reddit posts by sentiment, the deeper question is: what are they actually saying? Topic modelling surfaces the… Continue reading on Med
How to Deploy an Open Source LLM Reliably on Kubernetes
Medium · DevOps 🧠 Large Language Models ⚡ AI Lesson 13h ago
How to Deploy an Open Source LLM Reliably on Kubernetes
Mistral 7B + Ollama + Prometheus + Grafana — everything you need, running locally Continue reading on Medium »
Medium · Python 🧠 Large Language Models ⚡ AI Lesson 13h ago
Week 4, episode 2 — The Pro-Level AI Playbook Your Python Bootcamp Skipped
Master the three pillars of production deep learning: distributed data, mixed precision, and gradient accumulation. Continue reading on Medium »
Build an AI-Powered HR Onboarding Agent with Amazon Bedrock, S3Vectors, FastAPI, and React
Medium · RAG 🧠 Large Language Models ⚡ AI Lesson 13h ago
Build an AI-Powered HR Onboarding Agent with Amazon Bedrock, S3Vectors, FastAPI, and React
I have been exploring practical use cases for AI agents on AWS, and HR onboarding felt like a good one to build end-to-end. Continue reading on Medium »
How Claude Can Be Used in 2026
Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 13h ago
How Claude Can Be Used in 2026
Claude in 2026 is starting to look less like a chatbot and more like a work environment. That is the real shift. A lot of people still… Continue reading on Medi
How to Deploy an Open Source LLM on Kubernetes (and Survive the Process)
Medium · DevOps 🧠 Large Language Models ⚡ AI Lesson 13h ago
How to Deploy an Open Source LLM on Kubernetes (and Survive the Process)
I want to start this by being completely honest with you. Continue reading on Medium »
The Toaster Paradox
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 13h ago
The Toaster Paradox
Why Traditional RecSys Fails the ‘Common Sense’ Test — and How LLMs Fix It Continue reading on Medium »
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 14h ago
Multimodal AI Explained: Text, Image, Audio and Video in One Tool
Not long ago, every AI tool did one thing. One tool for writing. A different one for images. Another subscription for audio. Yet another platform for video. You
The Silent Bridge: Building a Bi-Directional, Expression-Aware Indian Sign Language Translator
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 15h ago
The Silent Bridge: Building a Bi-Directional, Expression-Aware Indian Sign Language Translator
The Vision: A Full-Duplex Communication Bridge Continue reading on Medium »
How to Start Using AI Without Feeling Like an Idiot
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 15h 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 15h 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 15h 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 15h 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 15h 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 15h 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 16h 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 16h 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 17h 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 17h 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 17h 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 17h 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 17h 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 17h 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 17h 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 17h 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 18h 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 19h 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 19h 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 20h 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 20h 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 20h 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 21h 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 21h 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 21h 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 22h 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 23h 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 23h 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 23h 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 23h 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