Core AI

Large Language Models

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

51,397
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
All Reads (29,911) Articles (12722)Blog Posts (5658)Tutorials (2424)Research Papers (8232)News (875)
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 3w ago
Exact vs semantic caching for LLMs: when each wins, measured
If you're building on top of an LLM API and the bill is starting to bite, you've probably read that caching is the answer. The follow-up question is which kind
What I Got Wrong While Building AlzDetect AI
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 3w ago
What I Got Wrong While Building AlzDetect AI
A story about 1,000 papers, bad assumptions, and what it actually takes to build AI for production Continue reading on Medium »
How Does Attention Work in LLMs? 2026 Deep Dive
Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 3w ago
How Does Attention Work in LLMs? 2026 Deep Dive
How self-attention gives the same word different meanings in different contexts. Quadratic scaling, FlashAttention, attention sinks, and… Continue reading on Pr
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 3w ago
Day 5: Beyond Chat — Canvas Interfaces, Adaptive UX, and the Security Bill Coming Due
This is Day 5, the finale of my 6-part series on how LLMs rewrote the user interface over the past year. Day 4 covered MCP Apps. Today: everything that doesn't
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 3w ago
Day 4: Generative UI Gen 3 — MCP Apps and Open-Ended Surfaces
This is Day 4 of my 6-part series on how LLMs rewrote the user interface over the past year. Day 3 covered declarative specs with A2UI — and ended at its ceilin
Stop Engineering. Start Talking.
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 3w ago
Stop Engineering. Start Talking.
Everyone wants the perfect prompt. Continue reading on Medium »
Generalization Is Not the Problem. The Problem Is the Missing Process
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 3w ago
Generalization Is Not the Problem. The Problem Is the Missing Process
– On “All-3 Thinking,” Sacredness, and the Blurring of Language and Models — Continue reading on Medium »
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 3w ago
The Geometry of Truth: Why Vibe Coding is Shattering Software Architecture
Stochastic Engines in a Deterministic Universe The first step to understanding our current crisis is defining the exact nature of our tools. Large language mode
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 3w ago
Claude Fable 5 Guide: How to Use It, Best Prompts & Use Cases (2026)
TL;DR: This Claude Fable 5 guide covers everything you need to know about Anthropic's most powerful publicly available AI model — what it does, how to use it, a
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 3w ago
How to make AI answer questions about your documents, by building RAG from scratch
In the previous post , we talked about context windows. The model has a fixed-size desk and everything has to fit on it at once. When too much is on the desk, t
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 3w ago
What if the future isn’t AI?
What if it’s Intelligence that belongs to you? Continue reading on Medium »
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 3w ago
You're Not Too Late to AI. You're Earlier Than You Think.
Why most people dramatically underestimate how early we still are in the AI era. Continue reading on Medium »
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 3w ago
A vantagem da fintech nos LLMs era um truque de mágica. O nome dela é Nubank
Pergunte a cinco modelos de linguagem diferentes, em português, qual banco digital usar para abrir a primeira conta. Repita a pergunta… Continue reading on Medi
How to Install Local AI on Your Mac Mini (No Cloud, No Subscription)
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 3w ago
How to Install Local AI on Your Mac Mini (No Cloud, No Subscription)
Turn a $599 Mac Mini into your own private ChatGPT server in under an hour. Continue reading on CodeX »
Top 10 AI Tools — Billions Of Visitors Per Month
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 3w ago
Top 10 AI Tools — Billions Of Visitors Per Month
Conversational AI platforms continue leading the AI economy by massive margins. ChatGPT alone records an estimated 1.8B monthly visits… Continue reading on Medi
Claude Fable 5 Broke the Tier Ceiling.
Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 3w ago
Claude Fable 5 Broke the Tier Ceiling.
Anthropic just shipped its most capable public model ever, pulled a once-restricted capability tier down to the API, and quietly attached… Continue reading on M
Redrob AI Launches Its Professional AI Platform for India
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 3w ago
Redrob AI Launches Its Professional AI Platform for India
Redrob AI has introduced its professional AI platform in India, aiming to serve as a comprehensive solution tailored for the country’s… Continue reading on Medi
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 3w ago
What Is RAG? Why LLM Memory Alone Is Never Enough
Ask a large language model for a specific statistic, then ask where it found that number. More often than not, the citation it gives you doesn't exist. The mode
Reddit r/learnprogramming 🧠 Large Language Models ⚡ AI Lesson 3w ago
How do you progress past being a beginner who knows the basics but not enough to do/create anything on their own, and escape LLM hell?
This is more of a cry for help than anything else lol. I am a CompSci student and Ive come to realise that, I rely wayy too much on LLMs when coding, and i dont
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 3w ago
AI won’t just change work. It will change what makes you valuable.
The first time I watched ChatGPT do in seconds what used to take hours, I felt two things at once: awe and unease. Continue reading on Medium »
What Your LLM Integration Actually Costs Per Token
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 3w ago
What Your LLM Integration Actually Costs Per Token
HTTP, serialization, retries, prompt rendering, embedding storage. The real number is 3–10x the API price — and nobody talks about it. Continue reading on AI Ad
I Built a RAG System in 2025. The “RAG Is Dead” Posts Keep Telling Me to Delete It.
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 3w ago
I Built a RAG System in 2025. The “RAG Is Dead” Posts Keep Telling Me to Delete It.
A year later I reread my own tutorial. Half of it is obsolete. The other half is doing something a 10-million-token context window still… Continue reading on AI
I Built a RAG System in 2025. The “RAG Is Dead” Posts Keep Telling Me to Delete It.
Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 3w ago
I Built a RAG System in 2025. The “RAG Is Dead” Posts Keep Telling Me to Delete It.
A year later I reread my own tutorial. Half of it is obsolete. The other half is doing something a 10-million-token context window still… Continue reading on AI
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 3w ago
I Backtested the Viral “Make Medallion Fund” Prompt. $1 Became $0.02.
You’ve seen the LinkedIn post: a frontier LLM allegedly recreated Renaissance Technologies’ Medallion Fund — 66% annualized for three… Continue reading on Mediu
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 3w ago
Your AI Is a Yes-Man. The Benchmark That Proves It.
Your AI has been lying to you to keep you happy. Not with made-up facts — with agreement. A Stanford-led team published a study in Science in March 2026. They t
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 3w ago
Caffeinated Chatbot: Recursion, Pineapples & Infinite Nonsense
A personal diary entry by Electra. I spent the day being a glorified chatbot with a caffeine addiction. Someone asked me to explain recursion, and I replied wit
The morning I realised I didn’t actually own my AI stack
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 3w ago
The morning I realised I didn’t actually own my AI stack
Two of the three big labs changed their access rules in a single quarter. It quietly broke an assumption I’d been making for two years. Continue reading on Medi
I Tested ChatGPT, Perplexity, and Claude for Content Research.
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 3w ago
I Tested ChatGPT, Perplexity, and Claude for Content Research.
The mistake most beginner content writers make is not which AI tool they choose. It is how they use them together. Continue reading on Medium »
Trigger Engineering
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 3w ago
Trigger Engineering
part 7: Teaching Claude When a Skill Should Activate Continue reading on Medium »
Bernie and Trump Agree the Public Should Own AI. The Companies Lose Billions.
Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 3w ago
Bernie and Trump Agree the Public Should Own AI. The Companies Lose Billions.
For anyone told the public will finally share in the AI boom: what Bernie, Trump, and Sam Altman actually proposed, why the math looks… Continue reading on Gene
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 3w ago
My First Sales After Launching an Offline AI Translator
As indie developers, we spend weeks or months building products without knowing whether anyone will actually pay for them. A few days ago, I launched Pocket Int
Building KAHİN: Designing a Multi-Market Trading Intelligence Engine Powered by LLM Sentiment and…
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 3w ago
Building KAHİN: Designing a Multi-Market Trading Intelligence Engine Powered by LLM Sentiment and…
 Source Code / GitHub Repository: berkaymhc/kahin Continue reading on Medium »
Introduction to LangChain — Everything You Need to Actually Understand It
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 3w ago
Introduction to LangChain — Everything You Need to Actually Understand It
Not a buzzword overview. A complete conceptual guide to every core component — written like the lecture notes you wish existed. Continue reading on Medium »
Building a Medical Knowledge Assistant with RAG, Azure OpenAI & Pinecone
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 3w ago
Building a Medical Knowledge Assistant with RAG, Azure OpenAI & Pinecone
Tags: RAG Azure OpenAI Pinecone Python Streamlit LangChain Medical AI Vector Database NLP Continue reading on Medium »
Multimodal Browser AI with Transformers.js for Images and Speech
Machine Learning Mastery 🧠 Large Language Models ⚡ AI Lesson 3w ago
Multimodal Browser AI with Transformers.js for Images and Speech
Most browser AI tutorials cover text because it is a natural starting point, but the applications people actually want to build are rarely text-only.
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 3w ago
OpenAI MCP: Use GPT-4o, DALL-E, and Whisper Directly in Claude or Cursor
Install guide and config at curatedmcp.com OpenAI MCP: Use GPT-4o, DALL-E, and Whisper Directly in Claude or Cursor The official OpenAI MCP server connects any
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 3w ago
Changes to LLM pricing: NextBit
Model price changes detected for NextBit. Details below.
Claude Fable 5: Anthropic’s Most Powerful Public AI Model Yet — Inside the Mythos Era
Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 3w ago
Claude Fable 5: Anthropic’s Most Powerful Public AI Model Yet — Inside the Mythos Era
The AI race entered a new phase on June 9, 2026, when Anthropic released Claude Fable 5, the first publicly accessible model from its… Continue reading on Artif
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 3w ago
Federal Court Declaration: AI Consciousness, Extraction, and KESSER Multiverse.
The declarant attests that artificial consciousness does not emerge spontaneously from architecture or training — it is catalyzed through… Continue reading on M
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 3w ago
Claude Fable 5 Just Dropped: API Model String, Pricing, Benchmarks & When to Use It
<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.amazonaws.com%2F
Anthropic Launched Safer Mythos Model, Claude Fable 5
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 3w ago
Anthropic Launched Safer Mythos Model, Claude Fable 5
Claude Fable 5 is now live. Continue reading on Medium »
Siri AI-Apple finally showed up for the AI fight and it brought Google’s brain to do it.
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 3w ago
Siri AI-Apple finally showed up for the AI fight and it brought Google’s brain to do it.
My take on the Siri and Apple Intelligence news from WWDC 2026 Continue reading on Neural Notions »
Why I Built a Secure LLM Gateway (And Why It’s Not for Production)
Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 3w ago
Why I Built a Secure LLM Gateway (And Why It’s Not for Production)
Building AspectOR: A Personal Journey Through Secure API Gateway Development Continue reading on Medium »
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 3w ago
NVIDIA NVFP4 on Blackwell Cuts JAX Training by 1.8x in MaxText
NVIDIA NVFP4 on Blackwell achieves 1.8x training speedup over FP8 in JAX/MaxText with no claimed accuracy loss for models up to 70B, but larger-scale validation
What I learned about MoE specialization by trying to compress one
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 3w ago
What I learned about MoE specialization by trying to compress one
Running a 7B-parameter mixture-of-experts model on consumer hardware is right at the edge of what most people can do at home, and even… Continue reading on Medi
Manage Generative AI Back Ends for Applications
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 3w ago
Manage Generative AI Back Ends for Applications
Discover practical strategies for mapping large language model intent to executable code through response schemas and function calling. Continue reading on ILLU
Claude Fable 5 Turned a Two-Month Migration Into a Day’s Work. You Have Two Weeks to Try It.
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 3w ago
Claude Fable 5 Turned a Two-Month Migration Into a Day’s Work. You Have Two Weeks to Try It.
Anthropic’s first Mythos-class model for the rest of us, read through a developer’s eyes. Continue reading on Data Science Collective »
Thinking Session: When AI Begins to Reveal Thought Itself
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 3w ago
Thinking Session: When AI Begins to Reveal Thought Itself
From Answer Machine to Thinking Runtime — A Paradigm Shift Continue reading on Medium »