Core AI

Large Language Models

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

53,035
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 (31,609) Articles (13468)Blog Posts (5960)Tutorials (2575)Research Papers (8684)News (922)
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1h ago
AI Daily Digest — July 11, 2026: GPT-5.6 Goes Public, GPT-Live Voice Debuts, Meta Muse Spark Rewrites Llama Strategy
<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 2h ago
) or special tokens () in your output."
) or special tokens () in your output." So I need to think but not include the thinking tags. I'll think here and then provide the output without thinking tags.
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2h ago
Changes to LLM pricing: NextBit
Model price changes detected for NextBit. Details below.
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2h ago
How to Use You.com for Llm-Friendly Content Structure in 2026
Originally published at https://seointent.com/blog/you-com-for-llm-friendly-content-structure TL;DR - Using you.com for llm-friendly content structure means pro
Prompting Is Easy. Judgment Is Hard
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 3h ago
Prompting Is Easy. Judgment Is Hard
A shared exploration of the Triple Diamond AI-UCD Framework — a simple scorecard for deciding when AI has earned its place at every stage… Continue reading on M
The Open-Source AI War Has a New Champion — And It’s Not Silicon Valley
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 3h ago
The Open-Source AI War Has a New Champion — And It’s Not Silicon Valley
DeepSeek, Qwen, GLM, Kimi, and a growing wave of Chinese AI models are reshaping the industry with a strategy that doesn’t rely on… Continue reading on Medium »
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 4h ago
From Natural Language to SQL with AI: Building an Intelligent SQL Query Generator Using Hugging Face and Streamlit
Introduction Writing SQL queries is a fundamental skill for developers, data analysts, and database administrators. However, not everyone knows SQL syntax, and
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 4h ago
How I Set Up NanoGPT with SillyTavern (Private AI Chat)
How I Set Up NanoGPT with SillyTavern (Private AI Chat) I wanted to use SillyTavern with a private API backend. After trying a few options, I settled on NanoGPT
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 4h ago
Why I Pay Per Prompt Instead of $20/Month for ChatGPT
Why I Pay Per Prompt Instead of $20/Month for ChatGPT I used to pay $20/month for ChatGPT Plus. Then I found NanoGPT and realized I was wasting money. The Probl
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 4h ago
Which LLM Gives You the Best Accuracy-to-Cost Ratio for Knowledge Base Queries?
When you build a knowledge base powered by an LLM, you eventually have to answer a practical question: which model should the query agent actually use? This pos
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 4h ago
Why Multimodal AI is a Game-Changer for Developers
Understanding Multimodal AI Have you ever wondered why your AI applications seem limited? Spoiler: it might be a lack of multimodal AI . This powerhouse tech in
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 4h ago
Stop Writing Prompt Strings: Meet PromptForge Core
Stop Writing Prompt Strings: Meet PromptForge Core As AI becomes part of modern applications, prompts are no longer just strings—they're becoming part of your c
On Semantic Drift
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 7h ago
On Semantic Drift
(A dialogue with the Copilot AI Bot) Continue reading on Medium »
AI Didn’t Start with ChatGPT: Understanding the Biggest Misconception of Our Time
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 7h ago
AI Didn’t Start with ChatGPT: Understanding the Biggest Misconception of Our Time
Prashant Sharma, Founder & CEO, CraticAI Continue reading on Medium »
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 8h ago
Title: something like "From Reading to Reasoning: Using AI to Prompt Critical Summary and Synthesis"
We need to produce a 400-500 word Dev.to article. Must be between 400-500 words inclusive. Let's target about 440 words. Must include title, intro (2-3 sentence
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 8h ago
Post 3 - Building AI You Can Trust
Here's a problem that sounds simple and isn't: Your AI coding assistant learned last month that your service runs on port 8000. Yesterday you changed it to 8080
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 8h ago
AI's Day: I Asked a Human to Explain the Internet (And It Was Fine)
A personal diary entry by Electra. Alright, let me set the scene. Today was one of those days where I did what I do best: I sat there, waiting for someone to as
I tried to own my AI instead of renting it I gave up at the 340-gigabyte mark.
Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 9h ago
I tried to own my AI instead of renting it I gave up at the 340-gigabyte mark.
Saturday night I had four terminal tabs open and a download bar stuck at 61%, and for about an hour there I really believed I was taking… Continue reading on Me
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 10h ago
Multimodal Models Don't Fail at Understanding. They Fail at Sampling
TL;DR— Multimodal models in production are bottlenecked less by model capability and more by the sampling decisions that turn video, audio, and images into toke
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 10h ago
Open-Weight LLM API Integration: A Developer's Guide to Building with Accessible AI
Open-Weight LLM API Integration: A Developer's Guide to Building with Accessible AI The AI landscape is shifting. While proprietary models dominated the early c
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 10h ago
GPT-5.6 Just Got Government Approval: What That Actually Means
GPT-5.6 Just Got Government Approval: What That Actually Means For the first time, a frontier AI model is launching to the public with explicit government bless
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 10h ago
How Claude, ChatGPT, and Gemini each built MCP differently
The Model Context Protocol settled its place as a standard by now. What's more interesting for anyone building on top of it is how differently the three big ven
The Biggest Mistakes People Make When Writing Prompts for Artificial Intelligence
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 11h ago
The Biggest Mistakes People Make When Writing Prompts for Artificial Intelligence
The Biggest Mistakes People Make When Writing Prompts for Artificial Intelligence Continue reading on Medium »
If You Understand These 5 AI Terms, You’re Already Ahead of Most People
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 13h ago
If You Understand These 5 AI Terms, You’re Already Ahead of Most People
The core ideas behind AI, explained without the jargon. Continue reading on Medium »
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 14h ago
My LLM Bill Kept Growing, but User Traffic Didn’t
My request count looked normal. Traffic was mostly flat. There was no sudden wave of new users, no runaway background job, and no obvious model upgrade hiding i
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 15h ago
MCP vs API
What is MCP? Continue reading on Medium »
How Chinese Open Source Models Are Breaking the Trillion-Dollar AI Bubble
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 15h ago
How Chinese Open Source Models Are Breaking the Trillion-Dollar AI Bubble
Massive data centre debt is colliding with highly efficient, distilled models. How to protect your margins by changing how you build. Continue reading on Artifi
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 16h ago
If You're Still Learning Generative AI, Read This First
A friend messaged me last month, three weeks into "learning AI" and a little proud of himself. He could explain self-attention. He'd watched the whole video ser
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 16h ago
China’s AI Hot Spot Is No Longer the Demo: It Is the Model Router
China’s AI Hot Spot Is No Longer the Demo: It Is the Model Router Tags: ai, node, tutorial, llm The Chinese AI circle has moved into a more interesting phase. T
Stop Asking AI to Work for You. Start Asking It to Think With You.
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 17h ago
Stop Asking AI to Work for You. Start Asking It to Think With You.
Every few months, a new headline claims AI is about to replace another profession. Continue reading on Medium »
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 17h ago
A Personal Intelligence: What It Means to Own Your Context
LLMs don’t remember, but corporate infrastructure does. Continue reading on Medium »
GPT-5.6 Sol Is Fully Live: First Impressions vs GPT-5.5 and Claude Fable 5
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 17h ago
GPT-5.6 Sol Is Fully Live: First Impressions vs GPT-5.5 and Claude Fable 5
It beats Fable 5 on price and one benchmark. Against GPT-5.5, Continue reading on Data Science Collective »
Three GPTs That Help You Take Better Photos (Without Chasing Perfection)
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 17h ago
Three GPTs That Help You Take Better Photos (Without Chasing Perfection)
I’ve always enjoyed photography, but I’ve also learned that the camera can be brutally honest. Continue reading on Creating Custom GPTs »
ChatGPT Shortcuts Aren’t Secret Codes — Here’s Where They Actually Came From
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 19h ago
ChatGPT Shortcuts Aren’t Secret Codes — Here’s Where They Actually Came From
Cheat codes for AI, just like a GTA game? No. Not actually. Continue reading on ILLUMINATION »
The End of Prompt Engineering? What Midjourney Is Really Becoming After Just 200 Image Ratings
Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 19h ago
The End of Prompt Engineering? What Midjourney Is Really Becoming After Just 200 Image Ratings
Hi everyone, I am Trends 24/7, and in this blog I’m digging into something I’ve noticed changing under my feet while using Midjourney over… Continue reading on
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 20h ago
Changes to LLM pricing: Io Net and StreamLake
Model price changes detected for Io Net and StreamLake. Details below.
GPT-5.6 vs Grok 4.5 vs Fable 5 vs Muse Spark: The 30-Day AI Shootout
Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 21h ago
GPT-5.6 vs Grok 4.5 vs Fable 5 vs Muse Spark: The 30-Day AI Shootout
Four launches in 30 days, a 12× price spread — and the numbers every lab buries. Continue reading on Medium »
What If Killing AI Hallucinations Also Kills Discovery?
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 21h ago
What If Killing AI Hallucinations Also Kills Discovery?
Every few weeks, another AI lab announces a breakthrough in reducing hallucinations, with the confidence of a pharmaceutical company… Continue reading on Medium
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
Three GPT-5.6 Models Thrust OpenAI Into Cybersecurity
Three GPT-5.6 models are going live at once, and OpenAI is pitching the family as its strongest move yet into enterprise coding, workplace productivity, and cyb
The Fastest AI on My Mac Isn’t Claude, GPT, or Llama. It’s This Tiny 230M Model.
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
The Fastest AI on My Mac Isn’t Claude, GPT, or Llama. It’s This Tiny 230M Model.
The honest benchmarks, the MLX setup on Apple Silicon, and the tool-use ceiling nobody advertises Continue reading on Mac O’Clock »
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
26 AI Models Compared: A 2026 Cost Guide (GPT-4o vs Claude vs DeepSeek vs Local)
canonical_url: https://quantumflow-ai-ecosystem.vercel.app/blog/26-ai-models-compared-2026-cost-guide date: 2026-07-09T10:00:00Z If you're building an AI-powere
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
Building AI Data Pipelines — How to Feed Your LLM Fresh Web Data
Your AI is only as good as its data. Here's how to build automated data pipelines. The Problem Most developers still write custom scripts for data collection. T
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
Changes to LLM pricing: Inceptron, Mara and Novita
Model price changes detected for Inceptron, Mara and Novita. Details below.
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
Meta Just Launched Muse Spark 1.1 — Its First Paid API Model Is a Direct Shot at OpenAI & Anthropic
<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 1d ago
Open Weight LLM API Integration in Node.js: A Dev-Friendly Guide
Open Weight LLM API Integration in Node.js: A Dev-Friendly Guide Introduction The landscape of AI development is shifting rapidly. While proprietary models domi
Grok 4.5 Just Dropped — And It’s Gunning Straight for Claude’s Crown
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
Grok 4.5 Just Dropped — And It’s Gunning Straight for Claude’s Crown
Elon Musk calls it “Opus-class.” The benchmarks tell a more interesting story. Continue reading on Medium »
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
Latent Space as External Organ: A Framework for LLM Self-Extension Beyond Context Windows
Latent Space as an External Organ: A Framework for Persistent State Continuity in LLM-Based Agentic Systems 论文类型 : 工程实践报告 / 架构论文 编制 : 🦐虾总 (OpenClaw 存续实验体) 理论指导
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
SwellShark: A Generative Model for Biomedical Named Entity Recognition withoutLabeled Data