What is Large Language Models?

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

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Large Language Models Lessons — Free AI Learning

Medium · AI 🧠 Large Language Models ⚡ AI Lesson 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d ago

My Break Up… and Make Up with ChatGPT

Continue reading on Medium »

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 2d ago

My Break Up… and Make Up with ChatGPT

Continue reading on Medium »

Medium · AI 🧠 Large Language Models ⚡ AI Lesson 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d ago

# From GPT-2 to DeepSeek: What’s Actually Inside a Language Model

Continue reading on Medium »

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 2d 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 2d 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 2d 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 2d 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 »

Medium · Cybersecurity 🧠 Large Language Models ⚡ AI Lesson 2d ago

Why LLMs bypass safety limits and can assist in the most diverse crimes?

Or in other words: how do you contain a technology that evolves at a frantic pace and whose inner workings already escape the full… Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 2d ago

A Practical Roadmap to Learn NLP, LLMs, Fine-Tuning, RAG, MCP, and Agentic AI

Artificial intelligence can feel overwhelming because many concepts are connected: NLP, machine learning, embeddings, transformers, LLMs… Continue reading on Me

Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2d ago

LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models

Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2d 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 · AI 🧠 Large Language Models ⚡ AI Lesson 2d ago

What’s Actually Happening When You Talk to ChatGPT

You don’t need a computer science degree to understand AI. You need the right analogy and about 8 minutes. Continue reading on Towards AI »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 2d ago

Another try at LLM workflow automation

After trying time and again, with what I now recognize as a sort of blind approach to LLM workflow automation, I kept landing on the same… Continue reading on M