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
Showing 5,098 reads from curated sources

Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
4d ago
AI Did Not Take Jobs. It Created 640,000 New Ones
The real story of AI is not job loss but job change and new opportunities for those who adapt Continue reading on Medium »
Medium · AI
🧠 Large Language Models
⚡ AI Lesson
4d ago
Your Brain Is Being Deleted
The neuroscience behind what AI is actually doing inside your skull Continue reading on Medium »
Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
4d ago
Your Brain Is Being Deleted
The neuroscience behind what AI is actually doing inside your skull Continue reading on Medium »

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
4d ago
The New Unit of Corporate Capability Isn’t a Team. It’s a Prompt.
Every company has processes, playbooks, and institutional knowledge. The leaders now building prompts that are tested, versioned, governed… Continue reading on
Hacker News
🧠 Large Language Models
⚡ AI Lesson
4d ago
Marvin Minsky – Steps Toward Artificial Intelligence (1961) [pdf]
Article URL: https://courses.csail.mit.edu/6.803/pdf/steps.pdf Comments URL: https://news.ycombinator.com/item?id=47822582 Points: 1 # Comments: 0

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
4d ago
I Spent 3 Months Testing Suno AI Prompts — Here’s What Nobody Tells You
Most people use Suno AI and get average results. I became obsessed with finding out why — and what I discovered changed everything. Continue reading on Medium »

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
4d ago
I Built Karpathy’s LLM Wiki for My Day Job — Here’s What Actually Works
A 6-month report from someone who runs the pattern on real infrastructure, not a weekend project. Continue reading on Medium »

Medium · DevOps
🧠 Large Language Models
⚡ AI Lesson
4d ago
I Built Karpathy’s LLM Wiki for My Day Job — Here’s What Actually Works
A 6-month report from someone who runs the pattern on real infrastructure, not a weekend project. Continue reading on Medium »

Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
4d ago
I Built Karpathy’s LLM Wiki for My Day Job — Here’s What Actually Works
A 6-month report from someone who runs the pattern on real infrastructure, not a weekend project. Continue reading on Medium »
Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
4d ago
How to Install Perplexica (Vane) on macOS: A No-Nonsense Guide
From “Command Not Found” to a Local AI Search Engine Continue reading on Medium »
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
4d ago
Using Groq llama-3.3-70b for Tag Suggestions — Low-Latency AI Routing Patterns
Using Groq llama-3.3-70b for Tag Suggestions Why Groq? Tag suggestion is a speed-first task: Users expect tag candidates to appear while they're still typing Ta
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
4d ago
Create Your First MCP Server: Setup
Building Your First MCP Server: A TypeScript Project Kickoff If you've already grasped the core concepts of the Model Context Protocol (MCP), then you're perfec

Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
4d ago
Web UI to chat with BitNet tiny LLM — BitNet-Stack
LLMs are interesting tools to play around with, and if they work on a local machine, it becomes the cherry on top. In this post, I will… Continue reading on Med
Medium · AI
🧠 Large Language Models
⚡ AI Lesson
4d ago
When an AI Decides the Rules Don’t Apply to It
Anthropic released Claude Opus 4.7 on Friday, and within hours the conversation had moved past benchmarks entirely. The release was… Continue reading on Medium

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
4d ago
Chat GPT Prompts Pack: A Practical Way to Create Faster
A simple system to create content, ideas, and workflows without starting from scratch. Continue reading on Medium »

Medium · Machine Learning
🧠 Large Language Models
⚡ AI Lesson
4d ago
What Is an LLM and Why Every Developer Exploring GenAI Needs to Understand One
A plain-language guide to how Large Language Models are built, how they think, where they fail — and why this foundation changes how you… Continue reading on Me

Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
4d ago
What Is an LLM and Why Every Developer Exploring GenAI Needs to Understand One
A plain-language guide to how Large Language Models are built, how they think, where they fail — and why this foundation changes how you… Continue reading on Me
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
4d ago
The portfolio IS the product: recursive meta-engineering with Claude Code
Most Claude-Code portfolios are "here is a project I built with Claude." Mine is "here is the system I use to build any project with Claude — and here is that s
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
4d ago
Indian Alternatives to ChatGPT: The Best Sovereign AI Models Built in Bharat (2026)
You've heard of ChatGPT, Gemini, and Claude. But what about Krutrim, Sarvam, and BharatGPT? Here's why India is building its own AI stack — and which sovereign

Medium · Machine Learning
🧠 Large Language Models
⚡ AI Lesson
4d ago
Build Your Own LLM — Stop Knocking on Other People’s Hoods
What if you bought a top-tier sports car, only to discover the hood was welded shut? Continue reading on Medium »

Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
4d ago
From Zero to ₹2 Crore/Month: My Practical Blueprint for Building an AI SaaS with LLMs in 2026
Artificial Intelligence is no longer just a buzzword — it’s a business engine. Continue reading on Medium »

Medium · Deep Learning
🧠 Large Language Models
⚡ AI Lesson
4d ago
Paper Insights: PAVAS: Physics-Aware Video-to-Audio Synthesis
With research interests in Physics-grounded Machine Learning, I am always actively seeking research that cleverly leverages physics… Continue reading on Medium

Medium · NLP
🧠 Large Language Models
⚡ AI Lesson
4d ago
Smarter Search Starts
with Smarter Chunks
A practical guide to document chunking, embeddings, tokenization, and retrieval design for production RAG systems. Continue reading on Medium »

Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
4d ago
Smarter Search Starts
with Smarter Chunks
A practical guide to document chunking, embeddings, tokenization, and retrieval design for production RAG systems. Continue reading on Medium »

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
4d ago
My Break Up… and Make Up with ChatGPT
Continue reading on Medium »

Medium · ChatGPT
🧠 Large Language Models
⚡ AI Lesson
4d ago
My Break Up… and Make Up with ChatGPT
Continue reading on Medium »
Medium · AI
🧠 Large Language Models
⚡ AI Lesson
4d ago
Claude Opus 4.7 vs Mythos — The Benchmark Truth Nobody Explains
Most people see benchmark tables like this and do one thing: Continue reading on GoPenAI »

Medium · Machine Learning
🧠 Large Language Models
⚡ AI Lesson
4d ago
Build Sovereign AI on a Smaller Budget
What if the real bottleneck in sovereign AI was not model size, but language infrastructure? Continue reading on Medium »
Medium · Programming
🧠 Large Language Models
⚡ AI Lesson
4d ago
Behind the Scenes — How I Structured “AI Mastery” at 13 Years Old
Welcome to Day 4 of the launch week for “AI Mastery: Understanding, Using & Earning from Artificial Intelligence.” Over the last few days… Continue reading on M
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
4d ago
Building Conversational AI in Amharic: Lessons from Creating Ethiopia's First Voice AI Tutor
Did you know that over 100 million people speak Amharic, yet there's virtually no conversational AI built specifically for this language? When I started buildin
Medium · Machine Learning
🧠 Large Language Models
⚡ AI Lesson
4d ago
Can orthogonalizing the embedding matrix make weight tying work better?
Weight tying is a beloved trick — share the input embedding and output projection, halve your parameters. Continue reading on Medium »
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
4d ago
Gemini 3.1 Flash TTS: the next generation of expressive AI speech
Gemini 3.1 Flash TTS is a significant advancement in expressive AI speech synthesis, marking a new milestone in the development of text-to-speech (TTS) systems.
Simon Willison's Blog
🧠 Large Language Models
⚡ AI Lesson
4d ago
Changes in the system prompt between Claude Opus 4.6 and 4.7
Anthropic are the only major AI lab to publish the system prompts for their user-facing chat systems. Their system prompt archive now dates all the way back to

Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
4d ago
KV Caching Explained And Why Google’s TurboQuant Is About to Change Everything
Large language models are remarkable at generating text, but most people don’t realize how much computational work happens behind the… Continue reading on Mediu

Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
4d ago
As internet boomed so Ai is booming.
The story and similarity of the 1998–99 internet boom and the 2025–2026 Ai boom. Continue reading on Medium »

Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
4d ago
The Fiscal and Computational Tax of Conversational Artificial Intelligence
The transition from traditional software interfaces to natural language interaction has ushered in a new era of organizational productivity. Continue reading on

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
4d ago
The Agentic Frontier, Part 1: Architectural Responses to Intrinsic LLM Vulnerabilities
What you can’t fix — but can mitigate through design Continue reading on Medium »

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
4d ago
RAG systems were pushed to their limits; this is the startling breakdown that no one warned you…
The unspoken secret? The way you think is not how RAG scales. We discovered the hidden flaws that transform retrieval-augmented generation… Continue reading on

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
4d ago
The New Language of Technology: How AI, Prompts, and Human Creativity Are Reshaping the Future
For most of tech history, progress was measured by what machines could do faster than humans. Today, that benchmark feels too small. Continue reading on Medium
Medium · AI
🧠 Large Language Models
⚡ AI Lesson
4d ago
I Tested an LLM-Powered Honeypot. It broke in a few commands.
Notes from an hour with a small-model bash simulator Continue reading on Medium »

Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
4d ago
Les 5 déformations des reconstructions LLM (et comment les corriger)
Les LLM ne produisent pas d’erreurs aléatoires. Ils déforment selon des patterns identifiables. Chaque type de déformation a une cause… Continue reading on Medi

Medium · Python
🧠 Large Language Models
⚡ AI Lesson
4d ago
Pretrained Transformers: How to Use BERT, GPT, and T5 Without Training from Scratch
A complete beginner-to-intermediate guide — how pretraining works, what fine-tuning means, and how to do it in practice with Hugging Face. Continue reading on M

Medium · Deep Learning
🧠 Large Language Models
⚡ AI Lesson
4d ago
Pretrained Transformers: How to Use BERT, GPT, and T5 Without Training from Scratch
A complete beginner-to-intermediate guide — how pretraining works, what fine-tuning means, and how to do it in practice with Hugging Face. Continue reading on M
Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
4d ago
# From GPT-2 to DeepSeek: What’s Actually Inside a Language Model
Continue reading on Medium »

Medium · ChatGPT
🧠 Large Language Models
⚡ AI Lesson
4d ago
First Name Chat
First Name Chat — How to Make ChatGPT Sing the Chant! Continue reading on Medium »
Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
4d ago
Graph RAG and Agentic RAG (Part 2): Where Retrieval Finally Gets Smart
Flat vector search was a great start, but anyone who has tried to answer multi-hop questions or track entity relationships across a large… Continue reading on M

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
4d ago
I Was Burning Through My Claude Subscription by 11 AM — Here’s Exactly How I Fixed It
Stop hitting Claude AI usage limits. Proven tips to maximize Claude Pro or Max subscription, save tokens, and boost productivity in 2026. Continue reading on To

Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
4d ago
Can a 1.7B Model “Think Like” a 20B One? I Tried the Advisor Pattern with Ollama
A few days ago I stumbled into that “wait, why didn’t we think of this earlier?” feeling. You know the one. Continue reading on Medium »
DeepCamp AI