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 · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 3h ago

The Best AI Prompt Isn’t the Longest One — It’s the Clearest

I spent months writing massive prompts for AI. Then one simple change gave me better answers in less time. Continue reading on Medium »

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 3h ago

The Answer Machine: How AI Replacing Search is Also Replacing You

The search bar, as you know it, is dead, or at least the version of it that required you to think. Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 5h ago

Context as inference-time lever

The failure almost always looks like a model problem: the output was wrong, the reasoning was shallow, the agent looped, and the natural… Continue reading on Me

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 5h ago

I Tried ChatGPT Free vs Plus for 30 Days — Here’s What I Actually Noticed

I’ve been skeptical of subscription AI tools. Everyone hyped ChatGPT Plus like it was a miracle. So I decided to test both versions… Continue reading on Medium

Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 5h ago

6 Ways You’re Prompting Claude Fable 5 Wrong

You upgraded to the smartest model and your best prompts stopped landing. Six habits that fix it. Continue reading on Data Science Collective »

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 9h ago

Cómo hacer que un LLM diminuto funcione bien: seis palancas medidas en mi portátil (sin GPU)

Todo el mundo repite lo mismo: para que un modelo de lenguaje funcione, necesitas escala. Más parámetros, más datos, más GPUs. Y es verdad… Continue reading on

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 11h ago

Routing Across Multiple LLM Providers: How an AI Gateway Works

Every team that runs LLMs in production eventually hits the same wall. The provider goes down, throttles you, slows to a crawl, or raises… Continue reading on M

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 11h ago

Building a Vector Search Assistant: What I Learned from Module 2

When I first started learning about Retrieval-Augmented Generation, search felt like the simple part. You ask a question, look up the… Continue reading on Mediu

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 12h ago

External Self-Care for LLMs: When the Model Keeps Answering Overloaded

Large prompts create measurable Mental Load — the model can’t tell. Why external Self-Care is a structural obligation. Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 13h ago

The Illusion of Knowing:

When AI Explains More Than It Knows Continue reading on Medium »

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 13h ago

Codebase Memory MCP Cures the 412k Token Tax Dragging Down AI Agents

Vector RAG burns massive context on blind file searches — here is how deterministic knowledge graphs traverse codebases for 99% less. Continue reading on Medium

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 13h ago

Your AI Is Forgetting Things On Purpose — And That’s Kind of Genius

The hidden math trick that could make ChatGPT-style AI 10x cheaper to run, explained like you’re hearing about it over coffee Continue reading on Stackademic »

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 15h ago

Demystifying Large Language Models: A Comprehensive Guide to Artificial Comprehension and Content…

I still remember the first time I used ChatGPT. I stared at my screen, typed a random prompt, and watched as it spat out a perfect… Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 17h ago

Your Claude Prompts Are Broken and You Don’t Know It Yet.

How Claude Fable 5 quietly broke every prompting trick you thought you knew Continue reading on Medium »

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 17h ago

50 AI Prompts That Would Have Saved Me Hundreds of Hours in College

I wish someone had handed me this list in my first year. Here it is for yours. Continue reading on Medium »

Medium · NLP 🧠 Large Language Models ⚡ AI Lesson 18h ago

Claude Sonnet 5: Opus Performance at Half the Price?

What shipped on June 30, where it beats Opus 4.8, and the tokenizer catch nobody’s talking about Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 18h ago

Claude Sonnet 5: Opus Performance at Half the Price?

What shipped on June 30, where it beats Opus 4.8, and the tokenizer catch nobody’s talking about Continue reading on Medium »

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 20h ago

Walter’s AI Humanizer MCP Now Works in ChatGPT and Codex: How to Set It Up

One MCP server, three AI assistants. Here is exactly how to connect Walter Writes AI to ChatGPT and Codex, not just Claude. Continue reading on Artificial Intel

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 20h ago

This ChatGPT Prompt Writes Better Business Emails Than Most Managers

How to Turn Three Bullet Points Into a Professional Business Email in Under a Minute Continue reading on Messy Founder »

Reddit r/LocalLLaMA 🧠 Large Language Models ⚡ AI Lesson 22h ago

My reasons to run local models

I can finetune any model on any dataset I want. I can use techniques like speculative decoding and other sota approaches to get the max tps The llm provides lik

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 23h ago

5 Best Time-Aware Memory Layers for Long-Term AI Agents (2026 Guide)

Moving from stateless LLM interactions to long-horizon autonomous agents has exposed some serious cracks in standard RAG architectures. Continue reading on Medi

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 23h ago

5 Best Time-Aware Memory Layers for Long-Term AI Agents (2026 Guide)

Moving from stateless LLM interactions to long-horizon autonomous agents has exposed some serious cracks in standard RAG architectures. Continue reading on Medi

Medium · Python 🧠 Large Language Models ⚡ AI Lesson 1d ago

Arquitetura Cognitiva de Baixa Latência: Padrão RAG com Cache

A adoção corporativa de Inteligência Artificial Generativa enfrenta dois gargalos arquitetônicos implacáveis: latência não determinística… Continue reading on M

Reddit r/LocalLLaMA 🧠 Large Language Models ⚡ AI Lesson 1d ago

End of an Agony. Real production service that uses LLM to earn money my team had made and now we are so happy that it will die. Here are some of my final "experiences".

Hello everyone. I had posted in this sub about making a production service about 8 months ago. Here the link of my previous post . The idea was the same. We wan

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1d ago

I Wanted to Move My Best ChatGPT Conversations Into Gemini.

The simple workflow I now use to organize, export, and reuse my AI conversations without losing context or wasting hours copying and… Continue reading on Medium

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1d ago

How I Found a Data Leak via an LLM’s Memory Mechanism

The app was designed to remember you. It accidentally remembered everyone else too. Continue reading on Medium »

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1d ago

Multilingual Embedding Models in 2026: What Actually Works on CPU

I benchmarked 20 multilingual embedding models on a customer CPU — for speed, retrieval quality, inference framework, and scaling. Here is… Continue reading on

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 1d ago

ChatGPT 5.6: A New Step Toward Smarter, Faster, and More Practical AI

Artificial intelligence has advanced rapidly in recent years, transforming how people work, learn, communicate, and solve problems. As AI… Continue reading on M

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1d ago

Designing a Tokenizer for a Turkish-Native Model: The TanAI 2B Experience

When discussing the quality of a language model, we usually talk about parameter count, training data, or benchmark scores. These are, of… Continue reading on M

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1d ago

Claude Sonnet 5: Closing the Gap With Opus

What’s new, what it costs, and how it actually benchmarks against Opus 4.8 Continue reading on Medium »

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 1d ago

You Have No Idea What’s Coming in the Next 3–4 Years

AI is not a tool. It is an actor. And most people are still debating whether ChatGPT/Anthropic or AI is good or bad for humanity. Continue reading on Medium »

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 1d ago

Would You Ask ChatGPT to Describe You?

I asked one simple question. The answer was more personal than I expected. Continue reading on ChatGPT & Beyond »

AWS Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1d ago

Run NVIDIA Nemotron and OpenAI GPT OSS models on Amazon Bedrock in AWS GovCloud (US)

We're excited to introduce US-based frontier open-weight models in AWS GovCloud (US). With this release, Amazon Bedrock now supports OpenAI’s open-weight GPT OS

AWS Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1d ago

HippoRAG: Neurobiologically inspired RAG using Amazon Bedrock, Amazon Neptune, and personalized PageRank

In this post, we demonstrate how to implement HippoRAG using a comprehensive AWS stack. We use Amazon Bedrock for LLM capabilities, Amazon Neptune for graph dat

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 1d ago

I Didn’t Realize How Fragile My AI Workflow Was Until I Started Thinking About Lost Conversations

Why losing a ChatGPT conversation isn’t just an inconvenience and the simple habits that can keep your AI work safe. Continue reading on Medium »

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 1d ago

Your Unused OpenAI Credits Are Expiring. Here’s How to Sell Them Before They Hit Zero.

You stopped using OpenAI three months ago. Switched providers, moved to self-hosted, or simply built differently than planned. The credits… Continue reading on

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 1d ago

Cross-Model Experiments — The Recursion Institute

by Merlin Mantooth · written June 2026. Why running the same material across four AI systems was an attempt to debunk himself, not collect… Continue reading on

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1d ago

Open WebUI: Installation, Features, Errors & Complete Beginner Guide (2026)

Open WebUI Docker Setup Made Easy Continue reading on Medium »

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1d ago

Pre-training vs Fine-Tuning: How AI Learns Before It Learns You — Part 25

After understanding GPT and BERT, one question kept bothering me: If ChatGPT wasn’t specifically trained to answer my questions, how does… Continue reading on M

Forbes Innovation 🧠 Large Language Models ⚡ AI Lesson 1d ago

Washington Blinked: 18 Days That Bent The U.S.-China AI Race

Open source and closed models have become competing strategic narratives in the global competition for AI dominance.

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1d ago

How ChatGPT Generates Text (Step-by-Step) | Tokens, Embeddings & Transformers Explained

https://youtu.be/BtGxIOWiK00?si=zfW40_GQDMUAlu_Z Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1d ago

How ChatGPT Generates Text (Step-by-Step) | Tokens, Embeddings & Transformers Explained

https://youtu.be/BtGxIOWiK00?si=zfW40_GQDMUAlu_Z Continue reading on Medium »

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 1d ago

How ChatGPT Generates Text (Step-by-Step) | Tokens, Embeddings & Transformers Explained

https://youtu.be/BtGxIOWiK00?si=zfW40_GQDMUAlu_Z Continue reading on Medium »

Medium · Python 🧠 Large Language Models ⚡ AI Lesson 1d ago

Building a Simple Agentic RAG Course Assistant

RAG is one of those ideas that sounds simple at first: give an LLM some useful context before asking it to answer. The concept is… Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1d ago

Building a Simple Agentic RAG Course Assistant

RAG is one of those ideas that sounds simple at first: give an LLM some useful context before asking it to answer. The concept is… Continue reading on Medium »

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 1d ago

Stop Prompting.

If you use ChatGPT or Claude every day but still type a fresh prompt for every single task, you’re not using AI — you’re babysitting it. Continue reading on Med

Medium · Python 🧠 Large Language Models ⚡ AI Lesson 1d ago

Application of Python, BERT, and Sentence-Transformers multimodal dynamic weight fusion models in…

Full article link: https://tecdat.cn/?p=46001 Original source: Tuoduan Data Tribe official account Continue reading on Medium »

Medium · DevOps 🧠 Large Language Models ⚡ AI Lesson 1d ago

Hunting Silent Cluster Failures with Unsupervised LLMs: Deconstructing GPT2 for Production Telemetry

How a custom 12-layer causal transformer detects silent cluster failures in 14ms without labeled training data. Continue reading on Medium »