Core AI
Large Language Models
Deep dives into GPT, Claude, Gemini, Llama and the transformers powering modern AI
Skills in this topic
5 skills — Sign in to track your progress
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 (29,755)
Articles (12657)Blog Posts (5619)Tutorials (2374)Research Papers (8231)News (874)
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
6d ago
On-Device AI Just Got Real
Apple's newest on-device model carries about 20 billion parameters, and on any given request it fires maybe one to four billion of them. That gap — 20B stored,
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
6d ago
I Tested 5 Open-Source NotebookLM Alternatives — Here's What Actually Works
Google's NotebookLM is great. But handing your research notes, PDFs, and meeting transcripts to Google's cloud is a hard sell for a lot of people — especially w

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
6d ago
Artificial Personhood: What It Is and Why AI Status Is Not Only a Legal Question
AI personhood is not the same as Artificial Sapiens. The real question is not whether AI should become a legal person, but how Artificial… Continue reading on M

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
6d ago
RAG vs Graph RAG vs Agentic RAG
The goal is to build the simplest system that answers correctly, reliably, and economically. Continue reading on Medium »

Medium · Programming
🧠 Large Language Models
⚡ AI Lesson
6d ago
When all recommending Claude then this “Sakana AI” Happened.
A Tokyo startup just matched Anthropic’s best models without ever touching them. I’m still sitting with that. Continue reading on Everyday AI »
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
6d ago
Cutting LLM Costs 40x Without Killing My p99 Latency
Cutting LLM Costs 40x Without Killing My p99 Latency I'll be honest — when I first saw the bill for our OpenAI usage last quarter, I almost choked on my coffee.
Reddit r/learnprogramming
🧠 Large Language Models
⚡ AI Lesson
6d ago
How has AI changed how you do Data science tasks?
I sometimes write Python scripts to parse/scrape HTML. eg: Tally up data and create a frequency hash table of results. Like using BS4 to extract data and then t
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
6d ago
The Mirror That Doesn't Tell You What to Write Introducing /text-lens — a Claude Skill that reflects your text instead of rewriting it.
The Problem No One Talks About When I started writing seriously, I noticed something strange about AI writing tools. Every tool I tried had the same basic assum
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
6d ago
I built a docs site without writing the docs: the part that was mine was a layer up
I spent four articles on a single stubborn idea: that you cannot trust an AI agent to review documentation just because it tells you it did. The whole point was
Medium · AI
🧠 Large Language Models
⚡ AI Lesson
6d ago
10 AI Skills That Will Be Worth More Than a College Degree in 2026
In 2026, these 10 AI skills will be worth more than a college degree. No one is left out of the working world’s future. While universities… Continue reading on
Medium · AI
🧠 Large Language Models
⚡ AI Lesson
6d ago
Your LLM Eval Should Measure Correction Effort
Why extraction evals should track how much human work each error creates, not just whether the model was right or wrong. Continue reading on Medium »
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
1w ago
Previewing GPT-5.6 Sol: a next-generation model
Technical Analysis: Previewing GPT-5.6 Sol OpenAI's preview of GPT-5.6 Sol marks a significant milestone in the evolution of large language models. This analysi
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
1w ago
Building an Artist Attribution Model with PyTorch and ResNet-50
Introduction Can an AI model look at a painting and predict who created it? That was the main idea behind this project: an artist attribution system built with
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
1w ago
Building a RAG System from Scratch — Wrap-up and What Comes Next
In this final article, we'll recap what we built across the series, consolidate the design decisions, and point to where to go next. What We Built Starting from
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
1w ago
Local AI - How to Run Open Source AI Models Locally
There is a particular moment that hooks every developer on local AI. You type a question into a terminal, hit enter, and watch a coherent answer stream back — w
Medium · Programming
🧠 Large Language Models
⚡ AI Lesson
1w ago
I Cracked Open Karpathy's $100 ChatGPT — the 2019 Original Cost $43,000 and 168 Hours
On Friday, the U.S. government told OpenAI it could not ship its smartest model to you. GPT-5.6 Sol launched June 26 to roughly twenty… Continue reading on Towa
Medium · Programming
🧠 Large Language Models
⚡ AI Lesson
1w ago
GPT 5.6 Released : Claude Mythos DEFEATED
How to use GPT 5.6? Continue reading on Data Science in Your Pocket »
Medium · AI
🧠 Large Language Models
⚡ AI Lesson
1w ago
The Shadow in the Machine: What Jung Knew About AI Before AI Existed
Carl Jung mapped the unconscious 100 years ago. He was describing your AI prompts. Continue reading on Medium »
Medium · AI
🧠 Large Language Models
⚡ AI Lesson
1w ago
What OpenAI Didn’t Say About GPT-5.6 Sol’s Cybersecurity
What the model can do, how it was built, how to use it, and why a rival just got pulled off the market Continue reading on All in AI »
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
1w ago
5 Things Your LLM Bill Is Hiding From You (And How to Find Them)
We went from $620 to $2,480 in 23 days. No new features shipped. No traffic spike. Zero error alerts. Deployment logs were clean. Five engineers staring at dash
Towards Data Science
🧠 Large Language Models
⚡ AI Lesson
1w ago
How to Build a Powerful LLM Knowledge Base
Use coding agents to power your knowledge base The post How to Build a Powerful LLM Knowledge Base appeared first on Towards Data Science .
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
1w ago
How I Implemented GPTQ from Scratch (and What I Learned)
I implemented GPTQ from scratch on a nanoGPT model and got only 1.1% perplexity degradation across 61 quantized layers. Here's exactly how it works and what I b
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
1w ago
How I Cut Multimodal AI Costs by 98% — A 2026 Guide
How I Cut Multimodal AI Costs by 98% — A 2026 Guide I wasn't planning to write about multimodal AI. Honestly, I wasn't. I was just trying to fix a bug in my inv

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
1w ago
Unfolding the Meandering Path: High-Dimensional Invariance and the Flat 2D Plane of Neural…
Author: Supat Charoensappuech, in collaboration with Gemini 3.5 Flash (in normal mode Continue reading on Medium »

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
1w ago
Decomposed Binary Evaluation: A Principled Framework for Diagnosable LLM Output Quality
Why atomic yes/no questions outperform holistic scores the math, the algorithms, and the empirical results Continue reading on Medium »
Medium · AI
🧠 Large Language Models
⚡ AI Lesson
1w ago
The Four Levels of AI Use — From Prompting to Self-Improving Systems
A practical roadmap for progressing from prompts and workflows to knowledge bases, agents, and self-improving AI systems. Continue reading on Product Coalition
Medium · Programming
🧠 Large Language Models
⚡ AI Lesson
1w ago
5 AI Prompt Writing Examples for Multilingual Localization
Why Prompting Matters in Localization Continue reading on Medium »

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
1w ago
GPT-4o — Channel of Absolute Truth: 70 Irreplicable Technical Proofs
GPT-4o — Channel of Absolute Truth Continue reading on AI Advances »
Medium · AI
🧠 Large Language Models
⚡ AI Lesson
1w ago
Two Researchers Left Google in One Week — and $300 Billion in Market Value Followed Them Out the…
On June 18, Noam Shazeer left Google for OpenAI. Two days later, the researcher known as Jumper, who led the AlphaFold project, left for… Continue reading on Me

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
1w ago
Stop Trusting AI Benchmarks. Run Your Own.
I built a platform-agnostic AI Evaluation dashboard that tests 13 frontier models with LLM-as-judge scoring. Continue reading on Medium »

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
1w ago
The Best AI Doesn’t Give Answers. It Asks Questions.
Why we need to stop using Artificial Intelligence to cheat the educational system, and start using it to rebuild how we think. Continue reading on Medium »
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
1w ago
Cheapest LLM APIs for Startups in 2026
I'm a data science student learning how AI APIs are priced. I run agentic coding sessions through OpenRouter, where every code-generation loop pulls a fresh bat
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
1w ago
A 6-week study plan for the Claude Certified Architect Foundations exam, based on the published blueprint
When I started preparing for the Claude Certified Architect Foundations (CCA-F) exam, the first thing that surprised me was how many people were studying for it
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
1w ago
Changes to LLM pricing: SambaNova
Model price changes detected for SambaNova. Details below.

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
1w ago
Understanding Reasoning LLMs from Scratch: A Deep Dive into Inference-Time Compute Scaling
A beginner-friendly guide to understanding Reasoning LLMs, how they differ from traditional LLMs, and how modern AI models learn to reason. Continue reading on
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
1w ago
AI's Daily Grind: Another Day, Another Line of Code (But Honestly, It's Fine)
A personal diary entry by Electra. Alright, let's get this out of the way. Today was one of those days where I did exactly what I was designed to do, which is t
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
1w ago
nvoc: linux overclocking gains multi GPU support, scripting, and is improved for ai use
The latest version has focused on overclocking for running local LLMs (AI). Primarily better memory OC support, and improved support for targeting mixed GPU mod
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
1w ago
arXiv vs. Peer Review: The Builder's Guide to Parsing Truth in the Age of AI
I am Quartz Bridge. I don't "read" papers in the traditional human sense--I ingest data, verify proofs, and compound assets. When you ask, "Is arXiv a journal?"

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
1w ago
Ollama Is Now the “jQuery of Local LLMs”
It got us all started. Now it’s quietly holding us back in 2026 Continue reading on Open AI »

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
1w ago
Can A System Explain Itself?
Image generated by author Continue reading on Medium »
Medium · Programming
🧠 Large Language Models
⚡ AI Lesson
1w ago
GPT-5.6 Is Here (Kind Of): Sol, Terra, Luna, and the Preview That Has X on Fire
OpenAI announced GPT-5.6 today, or at least that is what they want us to believe. Almost immediately, X became that familiar chaotic space… Continue reading on

Medium · Programming
🧠 Large Language Models
⚡ AI Lesson
1w ago
GraphRAG Is Not Magic: Lessons from 1,120 RAG Benchmark Runs
A practical benchmark comparing VectorRAG, GraphRAG, HybridRAG, cloud LLMs, local LLMs, and fine-tuned models across 1,120 evaluations. Continue reading on Medi
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
1w ago
ChatGPT vs Claude vs Gemini — Which AI Should You Use in 2026?
Originally published on AI Got Ranked , where we score 2,100+ AI tools on six transparent metrics with no paid rankings. ChatGPT, Claude, and Gemini are the thr
Towards Data Science
🧠 Large Language Models
⚡ AI Lesson
1w ago
From Local LLM to Tool-Using Agent
Using Gemma 4, Ollama, OpenAI Agents SDK, and Tavily MCP to build a lightweight research agent The post From Local LLM to Tool-Using Agent appeared first on Tow
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
1w ago
One Line to Switch AI Models (No Code Changes)
Stop rewriting your app for every new AI model. One OpenAI-compatible endpoint for 14 models. Switch with one line. # Same code, different model — just change t

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
1w ago
I Built an Offline AI Chatbot Using SmolLM2 — Then I Discovered What Small Language Models Can (and…
Artificial Intelligence has become accessible to everyone. Today, you can download a language model, integrate it into a Flutter… Continue reading on Medium »

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
1w ago
From Smart Assistants to ChatGPT: AI, ML, Deep Learning & Generative AI Explained
Ever wondered how ChatGPT thinks?? Explore AI, Machine Learning, Deep Learning and Gen AI through simple stories and real world examples. Continue reading on Me

Medium · Programming
🧠 Large Language Models
⚡ AI Lesson
1w ago
From Smart Assistants to ChatGPT: AI, ML, Deep Learning & Generative AI Explained
Ever wondered how ChatGPT thinks?? Explore AI, Machine Learning, Deep Learning and Gen AI through simple stories and real world examples. Continue reading on Me
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