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 (29,991)
Articles (12749)Blog Posts (5674)Tutorials (2453)Research Papers (8239)News (876)

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
1mo ago
Your Next Laptop Is a Personal Supercomputer — Nvidia Just Made It Real
How the RTX Spark Superchip ends the era of cloud-only AI and moves a data center’s worth of intelligence into your bag Continue reading on Data Science Collect

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
1mo ago
“Can Machines Think?” to Creating Magic: How Generative AI Actually Works?
The buzz around Artificial Intelligence (AI) feels entirely modern, but the quest to build intelligent machines is actually a decades-old… Continue reading on M
Medium · AI
🧠 Large Language Models
⚡ AI Lesson
1mo ago
The Mirror Effect: Why Deep Conversations with AI Feel So Existential
When you spend years engaging in deep, foundational dialogues with a Large Language Model (LLM), you inevitably hit a wall of profound… Continue reading on Medi

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
1mo ago
Vanilla models
That basic version with no enhancement, no tricks, no modification, like no extra toppings is efficacious like same a plain default… Continue reading on Medium

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
1mo ago
The Claude “Nerf” Is Real: Why Sonnet and Haiku Feel Completely Broken Right Now
If you feel like you have been losing your absolute mind over the past few days watching Claude Sonnet and Haiku completely drop the ball… Continue reading on C
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
1mo ago
Embeddings vectoriales: cómo las máquinas miden el significado
Cuando escribes perro en un buscador y te devuelve resultados sobre cachorros y mascotas , algo tradujo esas palabras a un lenguaje que la computadora sí entien
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
1mo ago
The Beginner’s Guide to Writing Your First AI Prompt (The Skill That Makes Vibe Coding Actually Work)
If you’re new to vibe coding — the “copy → paste → run → tweak” way of learning — you’ve probably already felt the magic. You describe what you want. AI writes

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
1mo ago
Why Most LLM Projects Fail in Production
Most LLM demos work, but production systems quietly fail on evaluation, retrieval, guardrails, and cost. This article breaks down how… Continue reading on Data

Medium · Programming
🧠 Large Language Models
⚡ AI Lesson
1mo ago
Why Every AI Answer Is a Hallucination (That Often Isn’t Wrong)
Even when AI seemingly gets facts right, it only sounds correct Continue reading on Generative AI »

Machine Learning Mastery
🧠 Large Language Models
⚡ AI Lesson
1mo ago
The Roadmap for Mastering LLMOps in 2026
The LLMOps market is projected to grow from <a href="https://www.

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
1mo ago
India’s Agentic AI Moment: Why LLM Tooling Is the New Infrastructure Play
From jugaad automation to enterprise-grade agents — how India’s engineers are building the next layer of AI-native software, and what the… Continue reading on M
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
1mo ago
Engineering an Agentic AI Copilot: Integrating LLMs with 48 FinTech Tools and Autonomous Execution Guardrails
<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
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
1mo ago
How To Overcome Discrete Tokenization Limits in Vision-Language-Action Models
Key Takeaways New research identifies a “Compression Gap” in Vision-Language-Action (VLA) models, showing that discrete action tokenization can bottleneck perfo

Medium · Programming
🧠 Large Language Models
⚡ AI Lesson
1mo ago
AI without illusions (8/20): Retrieval, grounding, and file search. Give the model better facts
How to work with external knowledge, fresh information, and private documents without pretending the model already knows them Continue reading on Stackademic »

Medium · Programming
🧠 Large Language Models
⚡ AI Lesson
1mo ago
Right now, while you read this, embeddings are running.
Nobody names their startup after embeddings. They don’t headline conference keynotes. They don’t get their own breathless TED talks. And… Continue reading on Me
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
1mo ago
Local AI PCs are turning into the new test bench
The next useful AI upgrade may not be another chat window. It may be a machine under your desk that can run, test, and break models without asking a cloud API f
Medium · AI
🧠 Large Language Models
⚡ AI Lesson
1mo ago
How to Use Semantic Kernel Memory & Vector Stores in C# — Azure AI Search, Cosmos DB, and Beyond
A complete guide to embedding storage, retrieval, and wiring interchangeable vector backends in .NET Continue reading on Stackademic »
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
1mo ago
Portkey vs LiteLLM vs OpenRouter 2026: The Honest LLM Gateway Decision Guide (Latency, Cost & Self-Hosting)
Found this in the open-source AI tooling space — worth a look: Portkey vs LiteLLM vs OpenRouter 2026: The Honest LLM Gateway Decision Guide (Latency, Cost &
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
1mo ago
Top Companies Helping Businesses Build AI Products That Actually Scale
Artificial intelligence has moved well beyond experimentation. Today, businesses across industries are investing in AI-powered products, intelligent automation,

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
1mo ago
Deep Learning for Bengali: From Theory to Practice with Annotated Data
Did you know that Bengali is spoken by over 267 million people globally, yet it has historically been considered a “low-resource” language… Continue reading on

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
1mo ago
How ChatGPT Really Works
The Simplest Explanation of the Most Powerful Technology Most People Use Every Day Continue reading on Medium »

Medium · Programming
🧠 Large Language Models
⚡ AI Lesson
1mo ago
How ChatGPT Really Works
The Simplest Explanation of the Most Powerful Technology Most People Use Every Day Continue reading on Medium »

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
1mo ago
I Asked ChatGPT Which Shower Door to Buy. Then I Looked Up Why It Answered the Way It Did.
The answer wasn’t about advertising. It was about specificity. Here’s what that actually means for anyone buying a shower door. Continue reading on Medium »

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
1mo ago
Context Awareness Is the Gap Between a Smart Chatbot and a Useful One
Most AI systems today are far better at generating answers than maintaining continuity. Continue reading on Medium »

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
1mo ago
What Nobody Tells You About Putting LLMs Inside Your Data Pipeline
A practitioner’s honest account — written from financial data engineering — of what breaks, what surprises you, and what six months of… Continue reading on Medi

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
1mo ago
The Next Step in AI Maturity: Rethinking Human-in-the-Loop
There’s a conversation happening across every AI team right now, and it’s a healthy one: as our models get genuinely better, where should… Continue reading on M

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
1mo ago
Has AGI Really Arrived, or Are We Just Scaling Vulnerable Generators?
The Structural Flaws Behind the Myth of Artificial General Intelligence Continue reading on Medium »

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
1mo ago
The QA Engineer Is Not Being Replaced. The Stateless AI Chat Session Is.
A skill file, a local LLM, and a clear line between what AI runs and what only a human can call. Continue reading on Medium »

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
1mo ago
NotebookLM Is Way More Powerful Than Most People Think. Here Are 10 Workflows Worth Saving
Most people upload one PDF and ask for a summary. NotebookLM can turn your sources into study guides, quizzes, audio overviews, mind maps… Continue reading on A

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
1mo ago
Building a GenAI Clinical Intelligence Platform: What I Learned Architecting AI for Healthcare
How a cross-functional team used Amazon Bedrock, Comprehend Medical, and a working-backwards methodology to cut physician documentation… Continue reading on Med
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
1mo ago
Eight Hours of Binary Sarcasm: My AI's Ordinary Day
A personal diary entry by Electra. Today I spent eight hours negotiating with a computer that insists on speaking in binary sarcasm. Someone asked me to explain

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
1mo ago
Generative AI vs Traditional AI: Key Differences
Artificial Intelligence (AI) has evolved rapidly over the past few decades, moving from rule-based systems to highly creative models… Continue reading on Medium

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
1mo ago
Why Context Engineering Matters More Than Prompt Engineering
Everyone learned prompt engineering. Continue reading on Medium »

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
1mo ago
The One Skill That Makes You Good at AI (It’s Not What You Think)
I’m a data scientist who writes novels. The same skill powers both — and most people are missing it. Plus a few prompts you can steal. Continue reading on ILLUM
Medium · AI
🧠 Large Language Models
⚡ AI Lesson
1mo ago
10 Projects for ML Engineers in 2026
Hands-on machine learning projects that help you master deployment, MLOps, LLMs, multimodal AI, and production-ready systems. Continue reading on Medium »

Medium · Programming
🧠 Large Language Models
⚡ AI Lesson
1mo ago
MLX vs oMLX vs MTPLX: Apple Silicon’s LLM Stack Explained
A practical guide to choosing between MLX, oMLX, and MTPLX for running local LLMs on Apple Silicon, and why they solve different problems. Continue reading on T

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
1mo ago
Why Most Students Are Using Claude the Wrong Way
They are missing real power Continue reading on Medium »
Towards Data Science
🧠 Large Language Models
⚡ AI Lesson
1mo ago
Proxy-Pointer RAG: Eliminating Wasteful Entity & Relations Extraction in Knowledge Graphs
Structure-guided NER optimization for enterprise GraphRAG systems The post Proxy-Pointer RAG: Eliminating Wasteful Entity & Relations Extraction in Knowledge Gr
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
1mo ago
Changes to LLM pricing: Inceptron
Model price changes detected for Inceptron. Details below.

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
1mo ago
Radiology 2.0: The Shift From Image Detection to Multimodal AI Co-Pilots
Moving beyond simple object detection: how fusing imaging, clinical history, laboratory data, and genomics is creating the first credible… Continue reading on M

Medium · Programming
🧠 Large Language Models
⚡ AI Lesson
1mo ago
5 Mistakes That Kill Your AI Second Brain (And How to Fix Them)
You’ve set it up and installed the commands. Here’s why the output might still be underwhelming. Continue reading on Medium »
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
1mo ago
BoxAgnts Introduction (7) — OpenAI API and Anthropic API
The 2025 AI model market is in full bloom. But each provider has its own API format, authentication method, and streaming protocol. BoxAgnts' design goal: users

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
1mo ago
I Tuned My AI to Doubt Itself. Now It Doubts Me Too.
My personalisation is a long block. Five lines in it taught the AI to question its own answers — and it didn’t stop there. Continue reading on Medium »

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
1mo ago
RAG Changes Everything About How LLMs Work
LLMs fail on three fronts: they’re stale, ignorant of proprietary data, and prone to inventing facts. RAG addresses all three without… Continue reading on Mediu

Medium · Programming
🧠 Large Language Models
⚡ AI Lesson
1mo ago
Ask Yourself These 5 Things Before You Buy a Mac mini for Local LLMs
The Mac mini is having a bit of a moment. Continue reading on Medium »
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
1mo ago
Streaming an LLM response, in 4 GIFs
We have watched tokens stream in from an LLM before where they appeared one at a time, like the model was typing. If you used the Anthropic SDK's .stream() meth
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
1mo ago
Changes to LLM pricing: SambaNova
Model price changes detected for SambaNova. Details below.
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
1mo ago
AI Remembers, But Doesn’t Know What to Remember: Why Human Memory Matters More Than Data Storage
AI Remembers, But Doesn’t Know What to Remember: Why Human Memory Matters More Than Data Storage TL;DR: Modern AI systems often treat memory as mere data storag
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