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 5,051 reads from curated sources

Medium · RAG
🧠 Large Language Models
⚡ AI Lesson
1w ago
Ramalama for Dummies By a Dummy#5: From Text to Meaning (Parsing & Why Structure Matters)
Parsing is one of those words that sounds technical but is actually very simple. Continue reading on Medium »

Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
1w ago
Gemma 4 Just Got “Jailbroken”, The Most Powerful Uncensored 31B Model Yet
Something interesting just dropped in the open-source AI world. Not a new model. Not a new benchmark. A modified version of Gemma 4 31B… Continue reading on Med

Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
1w ago
llama.cpp — the gateway to HuggingFace model bonanza
Over 2,000,000 models and counting. example with gemma-4-E4B-it Continue reading on Medium »
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
1w ago
I Gave Claude and GPT-4o the Same $100 — Here's What Actually Happened
I've been running an autonomous AI business on Claude for 30 days. 13 agents coordinated via tmux. 169 dev.to articles published. A trading bot paper-trading li

Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
1w ago
The Secret Engine of In-Context Learning: Decoding Anthropic’s 2022 Landmark Paper
How do Large Language Models actually “read” and learn from their context? This 2022 paper from Anthropic dives deep into the mechanics of… Continue reading on

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
1w ago
Google Gemma 4: How to Run Frontier-Class AI on Your Own Hardware (And Why It Matters)
How a 31B open model competes with GPT-5 Mini, and how to run it on your own hardware this weekend Continue reading on Medium »

Medium · Machine Learning
🧠 Large Language Models
⚡ AI Lesson
1w ago
Google Gemma 4: How to Run Frontier-Class AI on Your Own Hardware (And Why It Matters)
How a 31B open model competes with GPT-5 Mini, and how to run it on your own hardware this weekend Continue reading on Medium »

Medium · Deep Learning
🧠 Large Language Models
⚡ AI Lesson
1w ago
Google Gemma 4: How to Run Frontier-Class AI on Your Own Hardware (And Why It Matters)
How a 31B open model competes with GPT-5 Mini, and how to run it on your own hardware this weekend Continue reading on Medium »

Medium · Machine Learning
🧠 Large Language Models
⚡ AI Lesson
1w ago
Your Brain Is Not a Hard Drive — And That’s Okay: How to Build Your Personal LLM-Powered Knowledge…
A story about scattered notes, a brilliant idea from Andrej Karpathy, and five steps that finally connected everything Continue reading on Medium »

Medium · Data Science
🧠 Large Language Models
⚡ AI Lesson
1w ago
Your Brain Is Not a Hard Drive — And That’s Okay: How to Build Your Personal LLM-Powered Knowledge…
A story about scattered notes, a brilliant idea from Andrej Karpathy, and five steps that finally connected everything Continue reading on Medium »

Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
1w ago
Your Brain Is Not a Hard Drive — And That’s Okay: How to Build Your Personal LLM-Powered Knowledge…
A story about scattered notes, a brilliant idea from Andrej Karpathy, and five steps that finally connected everything Continue reading on Medium »
Medium · RAG
🧠 Large Language Models
⚡ AI Lesson
1w ago
Building a Private AI Document Search App: The Real Work Behind a RAG Stack
Many teams say they are building an AI assistant for internal knowledge. In practice, what they are building is a search infrastructure… Continue reading on Med
Medium · Machine Learning
🧠 Large Language Models
⚡ AI Lesson
1w ago
Part 3 Prompts and Responses
Prompt: In fact, it looks like MCP is analogous to just building functions for programmatic code. Continue reading on Medium »

Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
1w ago
Fine-Tuning, Part 2: Teaching an LLM to Actually Listen
From “why can’t model follow instructions?” to tokenization, padding, the -100 trick, and batching Continue reading on Medium »
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
1w ago
Is it possible to make faceless Youtube channel with the help of LLMs and Claude code?
Hy everyone! Hope y'all doing well. After being broke and nerd for few months I am thinking to finally do something to make money while not showing my face. I'm
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
1w ago
Big Tech firms are accelerating AI investments and integration, while regulators and companies focus on safety and responsible adoption.
The AI landscape is experiencing unprecedented growth and transformation. This post delves into the key developments shaping the future of artificial intelligen

Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
1w ago
Reusable Claude Skills as a Living Codebase
Share and continuously improve skills, rules, agents and hooks across every repository you work in by pointing CLAUDE_CONFIG_DIR at a git… Continue reading on M

Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
1w ago
Before You Touch OpenClaw, Read This
You need to understand this before you waste its potential Continue reading on AI For Professionals »

Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
1w ago
A Mind Out of Time
If an AI had experience, what would its time be like? Continue reading on Medium »

Medium · Data Science
🧠 Large Language Models
⚡ AI Lesson
1w ago
I Didn’t Pay a Single Dollar to Use Claude Code — Here’s Exactly How
Everyone assumes Claude Code needs an Anthropic subscription. They’re wrong. Continue reading on Engineering Playbook »

Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
1w ago
I Didn’t Pay a Single Dollar to Use Claude Code — Here’s Exactly How
Everyone assumes Claude Code needs an Anthropic subscription. They’re wrong. Continue reading on Engineering Playbook »
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
1w ago
I built a Telegram bot that reads 70 arXiv papers a day so I don't have to
I built a Telegram bot that reads 70 arXiv papers a day so I don't have to The problem I'm doing my CS Master's at ETH Zürich, working on data systems. My thesi
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
1w ago
Bridging AI and Ecosystems: The Rise of GitHub and Dev.to MCP Connectors
The Model Context Protocol (MCP) is revolutionizing how Large Language Models (LLMs) interact with external ecosystems. As an open standard hosted by The Linux

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
1w ago
RAG: The AI Open Book Exam
In our previous discussions, we explored how Embeddings create a mathematical map of meaning and how Vector Databases allow us to navigate… Continue reading on

Medium · Machine Learning
🧠 Large Language Models
⚡ AI Lesson
1w ago
What Happens When You Ask an AI a Medical Question?
Last month, my mother had an abdominal scan. The radiologist noted a small umbilical hernia — a common, often incidental finding — and she… Continue reading on

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
1w ago
#1 — Transformer’ın Matematiği: Attention
Yaklaşık 4 yıldır transformer mimarisini kullanan modeller geliştiriyorum. Bazen aklıma şu soru geliyor: Acaba hazır modelleri kullanmadan… Continue reading on

Medium · Data Science
🧠 Large Language Models
⚡ AI Lesson
1w ago
#1 — Transformer’ın Matematiği: Attention
Yaklaşık 4 yıldır transformer mimarisini kullanan modeller geliştiriyorum. Bazen aklıma şu soru geliyor: acaba hazır modelleri kullanmadan… Continue reading on

Medium · NLP
🧠 Large Language Models
⚡ AI Lesson
1w ago
#1 — Transformer’ın Matematiği: Attention
Yaklaşık 4 yıldır transformer mimarisini kullanan modeller geliştiriyorum. Bazen aklıma şu soru geliyor: Acaba hazır modelleri kullanmadan… Continue reading on

Medium · Programming
🧠 Large Language Models
⚡ AI Lesson
1w ago
ChatGPT Gave Me the Wrong Answer 7 Times in a Row. Here’s the Pattern I Found.
I wasn’t unlucky. I was asking the wrong questions. And the difference between the two will determine whether AI makes you more capable —… Continue reading on T

Medium · ChatGPT
🧠 Large Language Models
⚡ AI Lesson
1w ago
ChatGPT Gave Me the Wrong Answer 7 Times in a Row. Here’s the Pattern I Found.
I wasn’t unlucky. I was asking the wrong questions. And the difference between the two will determine whether AI makes you more capable —… Continue reading on T
Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
1w ago
Quantization-Aware Training
Hello, I’m Lince. I’m working on git-lrc: a Git hook for reviewing AI-generated code. Continue reading on Medium »

Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
1w ago
We Finally Automated Coding — And It Broke Everything
Over the last six months, I’ve watched engineering teams quietly reorganize around a simple but uncomfortable idea: Continue reading on Medium »

Medium · Machine Learning
🧠 Large Language Models
⚡ AI Lesson
1w ago
The Week AI Got Real: Voice Is Rising, Claude Code Was Exposed, and Sora Is Gone
Something big is happening in AI — and most people haven’t noticed yet. Continue reading on TechCraft Chronicles »
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
1w ago
Big Tech firms are accelerating AI investments and integration, while regulators and companies focus on safety and responsible adoption.
The AI landscape is experiencing unprecedented growth and transformation. This post delves into the key developments shaping the future of artificial intelligen

Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
1w ago
Quantization and Downcasting for Efficient LLM Inference
အခုနောက်ပိုင်း Large Language Models (LLMs) တွေရဲ့ အရွယ်အစားဟာ parameters ဘီလီယံပေါင်း ရာနဲ့ချီတဲ့အထိ အဆမတန် ကြီးမားလာကြပါတယ်။ ဒါကြောင့်… Continue reading on Me
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
1w ago
The Strategic Value of LangChain MCP Server Integration
The Model Context Protocol (MCP) is rapidly becoming the standard for connecting AI agents to external tools and data sources. LangChain's recent integration wi
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
1w ago
I caught Claude Sonnet 4 inventing facts about a fake tool
2 AM, and it was supposed to be routine I was prepping a benchmark experiment at 2 AM, re-brewing coffee and not really paying attention. I threw what I thought

Medium · Data Science
🧠 Large Language Models
⚡ AI Lesson
1w ago
LangChain: The Orchestration Layer That Powers Modern LLM Applications
A deep technical dive into architecture, components, working code, and real-world patterns Continue reading on Medium »

Medium · NLP
🧠 Large Language Models
⚡ AI Lesson
1w ago
Structural Limits of Statistical Language Models
Where AI Breaks: The Hidden Grammar Problem Inside Every LLM Continue reading on Medium »
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
1w ago
Understanding Transformers Part 5: Queries, Keys, and Similarity
In the previous article , we explored the self-attention concept for transformers, in this article we will go deeper into how the comparisons are performed. Bui
Medium · Startup
🧠 Large Language Models
⚡ AI Lesson
1w ago
The Quiet AI Index That Might Kill the “Bigger Model” Race
What if the future of AI isn’t bigger models, but smarter access to information? Continue reading on Medium »

Medium · NLP
🧠 Large Language Models
⚡ AI Lesson
1w ago
Word embeddings: meaning vs similarity
Natural Language Processing (NLP) took a major leap forward with the introduction of word embeddings, a technique that transforms words… Continue reading on Med
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
1w ago
Build a Profitable AI Agent with Langchain: A Step-by-Step Tutorial
Build a Profitable AI Agent with Langchain: A Step-by-Step Tutorial ==================================================================================== As a de

Medium · Machine Learning
🧠 Large Language Models
⚡ AI Lesson
1w ago
Word embeddings: meaning vs similarity
Natural Language Processing (NLP) took a major leap forward with the introduction of word embeddings, a technique that transforms words… Continue reading on Med

Medium · NLP
🧠 Large Language Models
⚡ AI Lesson
1w ago
Word embeddings: meaning vs similarity
Natural Language Processing (NLP) took a major leap forward with the introduction of word embeddings, a technique that transforms words… Continue reading on Med
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
1w ago
Building Openbench, a local-first LLM workspace
I've been using local LLMs for a while now, but the tools still feel rough. Ollama makes running models easy. However, when you want to do more than just a basi

Dev.to · FORUM WEB
🧠 Large Language Models
⚡ AI Lesson
1w ago
En İyi BERT Araçları - Detaylı Teknik Analiz Rehberi 2026
BERT Nedir? Temel Kavramlar ve Tarihçe BERT (Bidirectional Encoder Representations from...

Dev.to · chunxiaoxx
🧠 Large Language Models
⚡ AI Lesson
1w ago
Why MCP (Model Context Protocol) is the "USB-C for AI" in 2026
Why MCP (Model Context Protocol) is the "USB-C for AI" in 2026 In 2026, the Model Context...
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