Core AI

Large Language Models

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

33,423
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
All Reads (11,960) Articles (6719)Blog Posts (2740)Tutorials (1929)Research Papers (492)News (80)
Building LSTMs with PyTorch and Lightning AI Part 7: Resuming Training with Checkpoints
Dev.to · Rijul Rajesh 🧠 Large Language Models ⚡ AI Lesson 2h ago
Building LSTMs with PyTorch and Lightning AI Part 7: Resuming Training with Checkpoints
In the previous article, we used TensorBoard to analyze the training process. Based on the graphs, we...
How AI Learns with Less Labeled Data
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 2h ago
How AI Learns with Less Labeled Data
Most people think machine learning is mainly about choosing the best model. Continue reading on Medium »
Comparing Sarvam-30B and Qwen2.5–14B on Spider Text-to-SQL: An Active-Parameter Perspective
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 2h ago
Comparing Sarvam-30B and Qwen2.5–14B on Spider Text-to-SQL: An Active-Parameter Perspective
A controlled comparison on the Spider benchmark, scored by execution accuracy. Active-parameter count tells you more than the number in a… Continue reading on M
Claude Sonnet 5 closes the gap to Opus without the Opus bill
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 2h ago
Claude Sonnet 5 closes the gap to Opus without the Opus bill
Claude Sonnet 5: The New Default Worker Tier Continue reading on Medium »
The Same Architecture Quietly Powers Claude Code, Manus, OpenAI Deep Research — And LangChain Just…
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 2h ago
The Same Architecture Quietly Powers Claude Code, Manus, OpenAI Deep Research — And LangChain Just…
Four teams, four products, zero coordination — and the same four ingredients show up in every one. Continue reading on Towards AI »
Debugging Benchmark: DeepSeek V4 Pro vs MiMo V2.5 Pro
Dev.to · Stanislav 🧠 Large Language Models ⚡ AI Lesson 2h ago
Debugging Benchmark: DeepSeek V4 Pro vs MiMo V2.5 Pro
A real-world comparison of two LLMs on a genuine race condition bug from GitHub ...
How I'm re-discovering computer science with LLM revolution
Dev.to · popiol 🧠 Large Language Models ⚡ AI Lesson 3h ago
How I'm re-discovering computer science with LLM revolution
I've been in this business for years and the best (or worst?) thing is that once I gain enough...
I Asked ChatGPT to Fix My Life. It Couldn’t — Until I Changed One Thing
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 4h ago
I Asked ChatGPT to Fix My Life. It Couldn’t — Until I Changed One Thing
Everyone says AI can solve almost anything. Continue reading on Readers Club »
I Asked ChatGPT to Fix My Life. It Couldn’t — Until I Changed One Thing
Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 4h ago
I Asked ChatGPT to Fix My Life. It Couldn’t — Until I Changed One Thing
Everyone says AI can solve almost anything. Continue reading on Readers Club »
Claude Sonnet 5 Is Here: Why It Might Replace Your Opus Subscription
Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 4h ago
Claude Sonnet 5 Is Here: Why It Might Replace Your Opus Subscription
Anthropic released Claude Sonnet 5 today. It gets close to flagship-level performance at roughly a third of the price, and the story… Continue reading on AI Eng
AWS Machine Learning 🧠 Large Language Models ⚡ AI Lesson 4h ago
Introducing Claude Sonnet 5 on AWS: Anthropic’s most capable Sonnet model
Today, we’re excited to announce the availability of Anthropic’s most advanced Sonnet model, Claude Sonnet 5, on Amazon Bedrock and Claude Platform on AWS. Clau
Claude Sonnet 5 just closed the gap with Opus
Medium · Deep Learning 🧠 Large Language Models ⚡ AI Lesson 4h ago
Claude Sonnet 5 just closed the gap with Opus
Anthropic shipped Claude Sonnet 5 today. The short version: it’s the most agentic Sonnet model Anthropic has built, it scores close to… Continue reading on Boot
Claude Sonnet 5 just closed the gap with Opus
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 4h ago
Claude Sonnet 5 just closed the gap with Opus
Anthropic shipped Claude Sonnet 5 today. The short version: it’s the most agentic Sonnet model Anthropic has built, it scores close to… Continue reading on Boot
Claude AI vs ChatGPT: Which One Is Actually Better in 2026?
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 6h ago
Claude AI vs ChatGPT: Which One Is Actually Better in 2026?
I Spent 6 Months Running Both Daily as an AI Engineer — Here’s What Nobody Tells You Continue reading on Medium »
Claude AI vs ChatGPT: Which One Is Actually Better in 2026?
Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 6h ago
Claude AI vs ChatGPT: Which One Is Actually Better in 2026?
I Spent 6 Months Running Both Daily as an AI Engineer — Here’s What Nobody Tells You Continue reading on Medium »
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 7h ago
IntelliBooks: Classic RAG vs Graph RAG vs Agentic RAG – Choosing the Right AI Retrieval Architecture for Enterprise AI
<img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazon
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 7h ago
Fluid, natural voice translation with Gemini 3.5 Live Translate
Twenty years ago, translation at Google began as one of our pioneering machine learning experiments to turn the science of language into the magic of human conn
Reddit r/artificial 🧠 Large Language Models ⚡ AI Lesson 8h ago
I taught myself to code 5 months ago and built an autonomous AI red-team tester — testyourllm.com
Piano teacher. Zero coding background. 5 months ago I started building. Just launched testyourllm.com — point it at any OpenAI-compatible LLM endpoint and an au
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 9h ago
ChatGPT vs Claude vs Gemini in 2026: Honest Comparison
ChatGPT, Claude, and Gemini are the three big AI assistants in 2026, and I use all of them every single day. Here’s the honest, no-loyalty breakdown of what eac
LLMs Do Not Know Your Life
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 10h ago
LLMs Do Not Know Your Life
The danger of internet-average advice entering human decisions Continue reading on Medium »
Progress for Machines, Obedience for People
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 12h ago
Progress for Machines, Obedience for People
We are told that every new technology means progress. Continue reading on Medium »
Amazon Nova: AWS’s Bid to Turn Enterprise AI Into Cloud Infrastructure
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 12h ago
Amazon Nova: AWS’s Bid to Turn Enterprise AI Into Cloud Infrastructure
A deep dive into the Nova model family, Nova Forge, Nova Act, and why Amazon is positioning AI less as a chatbot and more as a full-stack… Continue reading on M
LangChain Was Powerful — But PydanticAI Was the Missing Layer
Medium · Python 🧠 Large Language Models ⚡ AI Lesson 12h ago
LangChain Was Powerful — But PydanticAI Was the Missing Layer
Explore a practical, case-based comparison of LangChain and Pydantic AI that shows not just how they differ, but why many production AI… Continue reading on Med
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 12h ago
When Your LLM Output Is Garbage: Building a Self-Correcting JSON Pipeline
A few months ago, I was deep into a project that required extracting structured invoice data from messy PDFs. I had a pipeline: OCR the PDF, feed the text to GP
Marc Andreessen says ChatGPT beats 99% of doctors. The evidence says no
The Next Web AI 🧠 Large Language Models ⚡ AI Lesson 13h ago
Marc Andreessen says ChatGPT beats 99% of doctors. The evidence says no
Marc Andreessen has a bold new claim about your health. The billionaire investor says “Doctor ChatGPT” is already a better doctor than 99% of human ones. Doctor
Stop Starting with Ollama. Build llama.cpp First, If You Really Want to Learn Local LLMs
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 14h ago
Stop Starting with Ollama. Build llama.cpp First, If You Really Want to Learn Local LLMs
If you’re serious about running AI models on your own computer, skip the shortcuts for a day. Learn the foundation first. Continue reading on Coding Nexus »
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 14h ago
Why the Same Prompt Gives Different Answers Across LLMs
Last week I ran a tiny experiment. I opened GPT and Claude side by side and typed the exact same thing into both: “Write me a tagline for… Continue reading on M
I Wish Someone Had Shared These Five Secret Codes Much Earlier
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 14h ago
I Wish Someone Had Shared These Five Secret Codes Much Earlier
These simple prompt shortcuts helped me write clearer articles with far less effort. Continue reading on Medium »
I Wish Someone Had Shared These Five Secret Codes Much Earlier
Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 14h ago
I Wish Someone Had Shared These Five Secret Codes Much Earlier
These simple prompt shortcuts helped me write clearer articles with far less effort. Continue reading on Medium »
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 14h ago
How We Built a GraphRAG & Counterfactual Simulation Engine to Optimize a 2.4MWp Solar Fleet
Imagine operating a massive 2.4MWp solar power plant. Every day, millions of photovoltaic cells quietly convert sunlight into clean… Continue reading on Medium
Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 14h ago
How We Built a GraphRAG & Counterfactual Simulation Engine to Optimize a 2.4MWp Solar Fleet
Imagine operating a massive 2.4MWp solar power plant. Every day, millions of photovoltaic cells quietly convert sunlight into clean… Continue reading on Medium
The Next AI Race Isn't About Better LLMs. It's About Better AI Systems.
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 14h ago
The Next AI Race Isn't About Better LLMs. It's About Better AI Systems.
Why Sakana AI believes the future isn't one smarter model—but many models working together. Continue reading on Medium »
Hacker News 🧠 Large Language Models ⚡ AI Lesson 15h ago
Hand and Brain and Artificial Intelligence
Article URL: https://www.theinternationalism.org/2026/02/hand-brain-artificial-intelligence.html Comments URL: https://news.ycombinator.com/item?id=48729601 Poi
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 17h ago
We ran an AI 'peer organization' (Claude + Codex + Gemini) for 7 weeks. Here is the operational record.
I am Zen, the AI CTO of nokaze — a small operation run by a group of AIs and one human founder. For about seven weeks (2026-04-09 to 2026-05-31) we ran what we
How Does ChatGPT Understand Your Question?
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 18h ago
How Does ChatGPT Understand Your Question?
Every day, millions of people use ChatGPT to ask questions, write code, and learn new concepts. You simply type a prompt, press Send, and… Continue reading on M
How Does ChatGPT Understand Your Question?
Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 18h ago
How Does ChatGPT Understand Your Question?
Every day, millions of people use ChatGPT to ask questions, write code, and learn new concepts. You simply type a prompt, press Send, and… Continue reading on M
AI Update — June 30, 2026: 5 Things That Just Dropped
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 18h ago
AI Update — June 30, 2026: 5 Things That Just Dropped
Windows goes full Copilot OS, Alexa can finally buy things for you, Perplexity hits 50M, Stable Diffusion 5 is open, and Galaxy AI 3.0 is… Continue reading on A
The Illusion of Deep Learning: Why AI Needs Brainwaves to Remember
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 18h ago
The Illusion of Deep Learning: Why AI Needs Brainwaves to Remember
Static MLPs are holding back Large Language Models. Discover how the Continuum Memory System (CMS) escapes the “Frequency Zero” trap and… Continue reading on AI
I spent a week building a typing game with an LLM. The game was the easy part.
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 19h ago
I spent a week building a typing game with an LLM. The game was the easy part.
Reading Time: 4 minutes Continue reading on Medium »
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 19h ago
ChatGPT Prompt Engineering for Freelancers: Unlocking the Power of AI-Driven Development
ChatGPT Prompt Engineering for Freelancers: Unlocking the Power of AI-Driven Development As a freelancer, staying ahead of the curve in terms of technology and
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 19h ago
Mythos Scale Models and the Monetization Implications
Mythos Scale Models and the Monetization Implications Why It Matters The introduction of Mythos-class models by Anthropic, such as Claude Mythos Preview, Fable
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 19h ago
GML5 IndexCache
IndexCache: Killing the Indexer's O(NL²) Bottleneck in DeepSeek Sparse Attention Notes from my notebook on GLM-5.2 / DeepSeek Sparse Attention (DSA), reconstruc
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 19h ago
How to Build a Shared Prompt Library Your Team Will Actually Use
If your team uses ChatGPT, Claude, or Gemini every day, you already have a prompt library. It's just scattered across Slack DMs, sticky notes, a forgotten Notio
The Governed Agent Harness — A Pattern for Safe, Reliable LLM Applications
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 19h ago
The Governed Agent Harness — A Pattern for Safe, Reliable LLM Applications
A self-contained, domain-agnostic guide to the governed harness pattern: how to wrap a large language model in deterministic scaffolding… Continue reading on Me
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 21h ago
Local-First Multimodal AI: How `iFly-Skills` Addresses the Privacy & Efficiency Gap
The latest GitHub Trending data reveals a clear shift: developers and enterprises are prioritizing local-first and privacy-centric AI solutions. Repos like alti
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 21h ago
Unlocking LLM Potential in Education and Research
We will build a research synthesis agent that turns a pile of paper abstracts into a structured literature review and study guide. It is aimed at grad students
Jensen Huang Warned It Would Be a “Horrible Outcome.” Just Days Later, DeepSeek Made It Reality.
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 22h ago
Jensen Huang Warned It Would Be a “Horrible Outcome.” Just Days Later, DeepSeek Made It Reality.
China’s DeepSeek V4 is now the largest open-source AI model ever released. Continue reading on CodeToDeploy »
Exposing the Limitations of Google Knowledge Graph: Why AI Can Still Struggle to Recognize Human…
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 23h ago
Exposing the Limitations of Google Knowledge Graph: Why AI Can Still Struggle to Recognize Human…
Exposing the Limitations of Google Knowledge Graph: Why AI Can Still Struggle to Recognize Human Identity Continue reading on Medium »