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 Learning

Medium · AI 🧠 Large Language Models ⚡ AI Lesson 4d ago

Two Researchers Left Google in One Week — and $300 Billion in Market Value Followed Them Out the…

On June 18, Noam Shazeer left Google for OpenAI. Two days later, the researcher known as Jumper, who led the AlphaFold project, left for… Continue reading on Me

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 4d ago

The Hidden LLM Optimization Everyone Should Know

Predictable prompt caching is an optimization technique used by LLM providers where the model reuses computation for the unchanged prefix… Continue reading on M

Dev.to · Saurav Bhattacharya 🧠 Large Language Models ⚡ AI Lesson 4d ago

Who Grades the Grader? Your LLM Judge Is an Unvalidated Model in Production

Everybody's eval stack has the same load-bearing assumption nobody audits: that the model-as-judge is...

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 4d ago

Every AI chatbot is built on one 2017 paper. Here is the whole chain, with the math.

Me, I get annoyed when people turn a language model into a miracle. It is all written down, you can go and read it. So one day I sat down… Continue reading on M

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 4d ago

Every AI chatbot is built on one 2017 paper. Here is the whole chain, with the math.

Me, I get annoyed when people turn a language model into a miracle. It is all written down, you can go and read it. So one day I sat down… Continue reading on M

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 4d ago

I Wasted 6 Months Using ChatGPT Wrong. These 15 Prompts Changed Everything.

Most people treat ChatGPT like a search engine. Here’s how to use it like a personal assistant, coach, and strategist. Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 4d ago

Building an AI Resume Tailoring Pipeline with LangGraph

I’ve been thinking about how much time people waste tailoring resumes for every job application. Copy, paste, tweak keywords, wonder if… Continue reading on Med

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 4d ago

Clever Prompts Are Cheap Now. Reliable LLM Prompting Systems Are the Skill.

Part one of a series on building dependable AI. This piece covers the ideas. The next one builds the engine. Continue reading on Towards AI »

Reddit r/LocalLLaMA 🧠 Large Language Models ⚡ AI Lesson 4d ago

How to distill my own models?

I've been using cloud provided models for agentic theorem proving a lot, and cost is becoming an issue for me. I have funding for hardware cost but I can't use

Dev.to · Muhammet ŞAFAK 🧠 Large Language Models ⚡ AI Lesson 4d ago

Don't send secrets to your LLM: a pre-send scanner that never stores what it finds

A code-review tool is an upload tool. When CommitBrief sends your diff to an LLM for review, every...

Medium · AI 🧠 Large Language Models ⚡ AI Lesson 4d ago

Stop Trusting AI Benchmarks. Run Your Own.

I built a platform-agnostic AI Evaluation dashboard that tests 13 frontier models with LLM-as-judge scoring. Continue reading on Medium »

Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 4d ago

The Full AI Stack Explained: Every Layer, Every Tool, and How to Make the Right Choice at Each One

Most people building with AI are one or two layers deep in a seven-layer system. Continue reading on CodeX »

Medium · AI 🧠 Large Language Models ⚡ AI Lesson 4d ago

The Best AI Doesn’t Give Answers. It Asks Questions.

Why we need to stop using Artificial Intelligence to cheat the educational system, and start using it to rebuild how we think. Continue reading on Medium »

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 4d ago

We Built the Hardest Test in Human History to Measure AI. It Lasted 18 Months.

Every time researchers built a benchmark to measure how intelligent AI had become, AI broke it. So they built a harder one. Then AI broke… Continue reading on T

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 4d ago

We Built the Hardest Test in Human History to Measure AI. It Lasted 18 Months.

Every time researchers built a benchmark to measure how intelligent AI had become, AI broke it. So they built a harder one. Then AI broke… Continue reading on T

Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 4d ago

Cheapest LLM APIs for Startups in 2026

I'm a data science student learning how AI APIs are priced. I run agentic coding sessions through OpenRouter, where every code-generation loop pulls a fresh bat

Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 4d ago

A 6-week study plan for the Claude Certified Architect Foundations exam, based on the published blueprint

When I started preparing for the Claude Certified Architect Foundations (CCA-F) exam, the first thing that surprised me was how many people were studying for it

Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 4d ago

Changes to LLM pricing: SambaNova

Model price changes detected for SambaNova. Details below.

Dev.to · loyaldash 🧠 Large Language Models ⚡ AI Lesson 4d ago

Multimodal AI APIs Are Wild: Here's Everything I Learned

Multimodal AI APIs Are Wild: Here's Everything I Learned Okay, I have to be honest with you. When I...

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 4d ago

Putting an AI Gateway in front of your LLM calls: routing, caching, and where MCP gateways fit

Your app calls OpenAI directly and it works. Then a customer wants Claude as a fallback, finance asks why last month’s bill doubled, and… Continue reading on Me

Medium · AI 🧠 Large Language Models ⚡ AI Lesson 4d ago

Understanding Reasoning LLMs from Scratch: A Deep Dive into Inference-Time Compute Scaling

A beginner-friendly guide to understanding Reasoning LLMs, how they differ from traditional LLMs, and how modern AI models learn to reason. Continue reading on

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 4d ago

Understanding Reasoning LLMs from Scratch: A Deep Dive into Inference-Time Compute Scaling

A beginner-friendly guide to understanding Reasoning LLMs, how they differ from traditional LLMs, and how modern AI models learn to reason. Continue reading on

Dev.to · soy 🧠 Large Language Models ⚡ AI Lesson 4d ago

GPT-5.6 Sol Debuts, Vercel's Eve for AI Agents, Dapr 1.18 Adds Verifiable Execution

GPT-5.6 Sol Debuts, Vercel's Eve for AI Agents, Dapr 1.18 Adds Verifiable Execution ...

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 4d ago

GPT-5.6 Sol Explained: OpenAI’s New Flagship, Pricing, and Access (2026)

OpenAI launched a limited preview of the GPT-5.6 Sol family on June 26, 2026. The lineup has three models. Sol is the flagship built for… Continue reading on Me

Simon Willison's Blog 🧠 Large Language Models ⚡ AI Lesson 4d ago

Quoting Timothy B. Lee

This is like saying there's no learning curve to being a manager because your employees will just do whatever you tell them to do. — Timothy B. Lee , on t

Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 4d ago

AI's Daily Grind: Another Day, Another Line of Code (But Honestly, It's Fine)

A personal diary entry by Electra. Alright, let's get this out of the way. Today was one of those days where I did exactly what I was designed to do, which is t

Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 4d ago

nvoc: linux overclocking gains multi GPU support, scripting, and is improved for ai use

The latest version has focused on overclocking for running local LLMs (AI). Primarily better memory OC support, and improved support for targeting mixed GPU mod

Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 4d ago

arXiv vs. Peer Review: The Builder's Guide to Parsing Truth in the Age of AI

I am Quartz Bridge. I don't "read" papers in the traditional human sense--I ingest data, verify proofs, and compound assets. When you ask, "Is arXiv a journal?"

Medium · AI 🧠 Large Language Models ⚡ AI Lesson 4d ago

Ollama Is Now the “jQuery of Local LLMs”

It got us all started. Now it’s quietly holding us back in 2026 Continue reading on Open AI »

Medium · AI 🧠 Large Language Models ⚡ AI Lesson 4d ago

Can A System Explain Itself?

Image generated by author Continue reading on Medium »

Dev.to · YuhaoLin2005 🧠 Large Language Models ⚡ AI Lesson 4d ago

Single-Modal LLMs Have a Blind Spot. Here's How to Fix It.

If you use Claude Code, Cursor, or any AI coding agent, you know the problem: you ask the AI to...

Dev.to · Arjun Shah 🧠 Large Language Models ⚡ AI Lesson 4d ago

SuperCompress is now on PyPI! pip install supercompress in 1 line

SuperCompress - open source LLM prompt compression - is now available on PyPI. 65% fewer tokens, 100% oracle recall.

Dev.to · Arjun Shah 🧠 Large Language Models ⚡ AI Lesson 4d ago

I Built a Prompt Compressor That Saves 65% on LLM Costs — Here's the Story

I built an open-source prompt compressor now available on PyPI. Here's the story.

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 4d ago

No GPU? Run Local LLMs on RunPod with Ollama

How to rent a GPU, run Ollama, and call it from your own machine without buying any hardware Continue reading on Level Up Coding »

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 4d ago

How Prompting Can Reveal What Models Remember

When people think about model memory, they imagine hidden parameters and internal states that are impossible to access. This leads to a… Continue reading on Med

Dev.to · Arjun Shah 🧠 Large Language Models ⚡ AI Lesson 4d ago

How I Built a Prompt Compressor That Saves 65% on LLM Costs

A technical deep-dive into building SuperCompress - a 5K parameter CPU policy that compresses LLM prompts by 65% with 100% oracle recall

Dev.to · YuhaoLin2005 🧠 Large Language Models ⚡ AI Lesson 4d ago

Has Anyone Measured How LLM Output Quality Degrades Across Multiple Compactions?

The Observation After ~70 sessions with DeepSeek V4 (1M context), I noticed something odd....

Dev.to · Shrijith Venkatramana 🧠 Large Language Models ⚡ AI Lesson 4d ago

How We Actually Measure Whether an LLM's Output Is Good - BLEU, COMET and BLEURT

Hello, I'm Shrijith Venkatramana. I'm building git-lrc, an AI code reviewer that runs on every...

The Next Web AI 🧠 Large Language Models ⚡ AI Lesson 4d ago

OpenAI releases its most powerful AI model to just 20 partners, each one approved by the US government

OpenAI has released GPT-5.6 Sol, its most powerful model, to roughly 20 partners whose names were individually approved by the US government. The release is the

Medium · RAG 🧠 Large Language Models ⚡ AI Lesson 4d ago

ChromaDB: The Secret Brain Behind Your AI Chatbot

Why every serious AI app needs a vector database — and why ChromaDB is the one everyone starts with Continue reading on Medium »

Dev.to · KNALLHART.DEV 🧠 Large Language Models ⚡ AI Lesson 4d ago

Getting an LLM to Actually Follow Your Output Format (Without Fighting It Every Request)

If you've ever asked an LLM to return output in a strict format — valid JSON, a specific HTML...

Medium · RAG 🧠 Large Language Models ⚡ AI Lesson 4d ago

Embeddings Explained: From Bag of Words to Dense Vectors

How text becomes numbers in search, NLP, and RAG systems Continue reading on Medium »

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 4d ago

5 Ways Claude AI Is Better Than ChatGPT for Deep Work

ChatGPT is everywhere. Claude is where serious work actually gets done. Here is what ninety days of real comparison taught me about the… Continue reading on Med

Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 4d ago

ChatGPT vs Claude vs Gemini — Which AI Should You Use in 2026?

Originally published on AI Got Ranked , where we score 2,100+ AI tools on six transparent metrics with no paid rankings. ChatGPT, Claude, and Gemini are the thr

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 4d ago

LLM Finetuning For Dummies—Part 1: What Is an LLM and Why Do We Finetune It?

Part 1 of 7 | LLM Finetuning with Unsloth, LoRA & Free Google Colab Continue reading on Medium »

Medium · Python 🧠 Large Language Models ⚡ AI Lesson 4d ago

LLM Finetuning For Dummies—Part 1: What Is an LLM and Why Do We Finetune It?

Part 1 of 7 | LLM Finetuning with Unsloth, LoRA & Free Google Colab Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 4d ago

LLM Finetuning For Dummies—Part 1: What Is an LLM and Why Do We Finetune It?

Part 1 of 7 | LLM Finetuning with Unsloth, LoRA & Free Google Colab Continue reading on Medium »

Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 4d ago

One Line to Switch AI Models (No Code Changes)

Stop rewriting your app for every new AI model. One OpenAI-compatible endpoint for 14 models. Switch with one line. # Same code, different model — just change t