What is Large Language Models?

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

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How long does it take to learn Large Language Models?

It depends on your starting point and goals. Beginners can grasp fundamentals in 2–4 weeks with consistent study. DeepCamp organises Large Language Models lessons by level so you can build skills progressively.

Is Large Language Models a good career skill?

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Can beginners learn Large Language Models?

Absolutely. DeepCamp has beginner-friendly Large Language Models lessons that start with core concepts and build up gradually. No prior experience or paid subscription is required.

Large Language Models Lessons — Free Learning

Dev.to · Trevor 🧠 Large Language Models ⚡ AI Lesson 3d ago

Redaction is Not Enough: When an LLM can still Infer the PII You Stripped Out

A reader left a sharp question on my last post about redacting PII before sending prompts to an LLM....

Medium · AI 🧠 Large Language Models ⚡ AI Lesson 3d ago

Claude AI vs ChatGPT: Which One Is Actually Better in 2026?

I Spent 6 Months Running Both Daily as an AI Engineer — Here’s What Nobody Tells You Continue reading on Medium »

Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 3d ago

Claude AI vs ChatGPT: Which One Is Actually Better in 2026?

I Spent 6 Months Running Both Daily as an AI Engineer — Here’s What Nobody Tells You Continue reading on Medium »

Dev.to · Jakub 🧠 Large Language Models ⚡ AI Lesson 3d ago

Why Press-Release Citations Decay in AI Grounding (and What We Measure Instead)

We run a portfolio of products at Inithouse. One of them, Be Recommended, tracks how AI engines cite...

AWS Machine Learning 🧠 Large Language Models ⚡ AI Lesson 3d ago

Implementing resilience patterns with Amazon Bedrock and LLM gateway

In this post, you will learn five practical patterns for building resilient generative AI applications on AWS, progressing from native Amazon Bedrock features t

Reddit r/artificial 🧠 Large Language Models ⚡ AI Lesson 3d ago

Are Redditors influencing AI the most?

submitted by /u/xJouissance <a href="https://i.redd.it/hu2

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

What Is BERT? Understanding Encoder-Only Models — Part 24

After learning how GPT is built on Transformer Decoders, I had another question: if GPT powers ChatGPT, then why do AI engineers still… Continue reading on Medi

AWS Machine Learning 🧠 Large Language Models ⚡ AI Lesson 3d ago

Building bilingual NER for cargo logistics with Amazon Bedrock

In this post, we share the technical approach using token-based distillation, lessons learned, and deployment architecture. If you face similar bilingual NER ch

Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 3d ago

Part 2: Pre-training RoBERTa from Scratch with Curriculum Learning and Bias-Aware Loss

Training a model to learn equitable representations across demographic groups while maintaining its strong language modeling ability. Continue reading on Suppor

Medium · NLP 🧠 Large Language Models ⚡ AI Lesson 3d ago

Part 2: Pre-training RoBERTa from Scratch with Curriculum Learning and Bias-Aware Loss

Training a model to learn equitable representations across demographic groups while maintaining its strong language modeling ability. Continue reading on Suppor

Towards Data Science 🧠 Large Language Models ⚡ AI Lesson 3d ago

Context Engineering for RAG : The Four Typed Inputs Behind Every RAG Answer

Enterprise Document Intelligence [Vol.1 #7bis] - Tobi Lütke and Andrej Karpathy named the practice in 2025. For a single document, each brick emits typed pieces

AWS Machine Learning 🧠 Large Language Models ⚡ AI Lesson 3d ago

Fine-tune Amazon Nova models for accurate email data extraction

In this post, you'll learn how fine-tuning Amazon Nova models using Amazon SageMaker AI addresses these specific issues by teaching the models to recognize your

Dev.to · Ryan Brinn 🧠 Large Language Models ⚡ AI Lesson 3d ago

Maybe Chain-of-Thought Isn't the Trick. Maybe Specification Is.

I want to think through something out loud, and I'd genuinely love to know if this lands for anyone...

Medium · UX Design 🧠 Large Language Models ⚡ AI Lesson 3d ago

Pourquoi fait-on confiance à un moteur de recherche et moins à un LLM ?

On tape une question dans Google. On parcourt les résultats, on clique sur l’un d’eux, on lit et on décide soi-même si on y croit. Le… Continue reading on L’IA

Medium · RAG 🧠 Large Language Models ⚡ AI Lesson 3d ago

Building an Local AI README Generator using Ollama, LangChain, ChromaDB, RAG and MCP

Like many developers, I often found myself postponing one of the most important parts of a project — writing the README. After spending… Continue reading on Med

Medium · NLP 🧠 Large Language Models ⚡ AI Lesson 3d ago

Retrieval Augmented Generation

আপনারা যারা Large Language Models নিয়ে একটু ঘাটাঘাটি করছেন, তারা নিশ্চয়ই খেয়াল করছেন এরা মাঝে মাঝে কী লেভেলের ভাব নেয়! ফ্লুয়েন্টলি… Continue reading on Medium »

Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 3d ago

IntelliBooks: Classic RAG vs Graph RAG vs Agentic RAG – Choosing the Right AI Retrieval Architecture for Enterprise AI

<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.us-east-2.amazon

Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 3d ago

Fluid, natural voice translation with Gemini 3.5 Live Translate

Twenty years ago, translation at Google began as one of our pioneering machine learning experiments to turn the science of language into the magic of human conn

Dev.to · Ross Peili 🧠 Large Language Models ⚡ AI Lesson 3d ago

How LLMs Now Monitor and Cut Their Own Token Spend

You have seen this loop before. An agent starts a “simple” task, say scrape listings, refactor a...

Reddit r/artificial 🧠 Large Language Models ⚡ AI Lesson 3d ago

Stopped switching models every time output got worse, fixed my prompts instead

been using ai daily for about a year now and kept falling into the trap of blaming the model when output got mediocre. switched between three or four different

Medium · RAG 🧠 Large Language Models ⚡ AI Lesson 3d ago

Building HybridRAG: What I Learned About Retrieval, Reranking, and Grounding LLM Answers

A walkthrough of building a hybrid-search RAG system as a learning project- and what surprised me along the way. Continue reading on Medium »

The Verge 🧠 Large Language Models ⚡ AI Lesson 3d ago

Google’s NotebookLM can sum up your research in a TikTok-style clip

Google's NotebookLM is adding a new way to catch up on your notes: TikTok-style AI videos. The new feature is rolling out to Google AI Ultra and Pro subscribers

Reddit r/artificial 🧠 Large Language Models ⚡ AI Lesson 3d ago

AI has made me ask better questions than search engines ever did. Anyone else?

One thing I didn't expect from using AI regularly is that it's changed how I think. Instead of searching for quick answers, I spend more time figuring out how t

Medium · RAG 🧠 Large Language Models ⚡ AI Lesson 3d ago

I Thought RAG Would Be Easy. Then Came the BAG of Mistakes.

A few YouTube videos, architecture diagrams, and blog posts convinced me that building a RAG system would be straightforward. Continue reading on Medium »

Reddit r/singularity 🧠 Large Language Models ⚡ AI Lesson 3d ago

Meituan unveils LongCat-2.0, China’s first trillion‑parameter AI model built on domestic chips

<img src="https://external-preview.redd.it/SL0PXgxIsYqtt0Qru9XM2QYY-dmAg8RLgBzArhM0Na0.jpeg?width=640&crop=smart&auto=webp&s=405335077e4dd4f20770ea4

Reddit r/LocalLLaMA 🧠 Large Language Models ⚡ AI Lesson 3d ago

I built an autonomous dev pipeline and ran the same project head to head: a 27B local on a modded 4090, then again on cheap cloud LLMs

<img src="https://preview.redd.it/1dagxa38mfah1.gif?frame=1&width=140&height=140&crop=1:1,smart&auto=webp&s=7d9ea704dbc0f95b9e6aa063fd5e94fc

Dev.to · Pavel Espitia 🧠 Large Language Models ⚡ AI Lesson 3d ago

RAG for Code: Why Chunking by Function Beats Chunking by Lines

I built a retrieval system over a codebase so an LLM could answer questions about it, and my first...

Medium · Python 🧠 Large Language Models ⚡ AI Lesson 3d ago

When Python Isn’t Fast Enough: Building a Token-Aware RAG Chunker in Rust

How naive character-count splitting silently corrupts your embeddings, why Python hits a parallelism ceiling, and how a Rust extension… Continue reading on Towa

Dev.to · Paige Bailey 🧠 Large Language Models ⚡ AI Lesson 3d ago

The Future Of AI Is Local And Open

There’s a specific moment that happens at every single hackathon. It’s usually around 2 or 3 a.m.,...

Reddit r/LocalLLaMA 🧠 Large Language Models ⚡ AI Lesson 3d ago

PageStorm: A Model Built for Creative Book Writing

Over a year ago, we set out to build a single-turn full-book

Reddit r/artificial 🧠 Large Language Models ⚡ AI Lesson 3d ago

I taught myself to code 5 months ago and built an autonomous AI red-team tester — testyourllm.com

Piano teacher. Zero coding background. 5 months ago I started building. Just launched testyourllm.com — point it at any OpenAI-compatible LLM endpoint and an au

Dev.to · purecast 🧠 Large Language Models ⚡ AI Lesson 3d ago

I Ran My Freelance Work Through 4 Chinese LLMs — Here's the Damage

I Ran My Freelance Work Through 4 Chinese LLMs — Here's the Damage Last month I made a decision that...

Dev.to · Webmaster Ramos 🧠 Large Language Models ⚡ AI Lesson 3d ago

Frontier LLMs Get 2 of 3 Tax Returns Wrong - Stop Letting Them Decide

Everyone is wiring LLMs into checkout flows right now. I want to make the unpopular case that for the...

Medium · NLP 🧠 Large Language Models ⚡ AI Lesson 3d ago

AEGIS: A PII Firewall Built for Arabic Text (Because Most NLP Tools Aren’t)

Arabic NLP is a different beast from English NLP, and most off-the-shelf PII tools quietly assume you’re working in English. Right-to-left… Continue reading on

KDnuggets 🧠 Large Language Models ⚡ AI Lesson 3d ago

Building Local AI Systems: Qwen3.6 + MCPs

Define a tool once as an MCP server and any MCP-compatible client, any model, any framework, can discover and call it with zero custom integration code per mode

Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 3d ago

ChatGPT vs Claude vs Gemini in 2026: Honest Comparison

ChatGPT, Claude, and Gemini are the three big AI assistants in 2026, and I use all of them every single day. Here’s the honest, no-loyalty breakdown of what eac

Dev.to · Simple Memo 🧠 Large Language Models ⚡ AI Lesson 3d ago

The prompt is the cheap part. The context is the product.

Suppose the model forgot you completely between every message. No memory, no history, no idea who you...

Dev.to · Kantemir Satibalov 🧠 Large Language Models ⚡ AI Lesson 3d ago

I stopped trusting generic LLMs for horticulture — so I built a grounded assistant on ~500 scientific articles

Last year I kept seeing the same pattern in agtech and “AI assistant” demos: a chatbot wrapped around...

Dev.to · Nguyen Thien 🧠 Large Language Models ⚡ AI Lesson 3d ago

We built Nebula: GraphRAG that runs in your browser tab, not someone else's cloud

Most AI note apps ship your notes to a cloud vector database and a hosted model, then ask you to...

Dev.to · Aditya Agarwal 🧠 Large Language Models ⚡ AI Lesson 3d ago

100k lines of TypeScript to Rust via LLM is not a port. It's a mess with a demo.

A person boasted that they converted 100k lines of TypeScript to Rust in a month with the help of an...

Dev.to · BangBoo01 🧠 Large Language Models ⚡ AI Lesson 3d ago

The one-page "memory doc" that makes any AI remember you

Every time I open a new chat with ChatGPT, it forgets I exist. Not in a dramatic way. It's polite....

InfoQ AI/ML 🧠 Large Language Models ⚡ AI Lesson 3d ago

Elastic Open-Sources Atlas Agent Memory Based on Cognitive Science

Elastic open-sourced Atlas, a system built on Elasticsearch that maintains three categories of memory for agents. Atlas integrates with agents via MCP and maint

Reddit r/LocalLLaMA 🧠 Large Language Models ⚡ AI Lesson 3d ago

HydraHead: From Head-Level Functional Heterogeneity to Specialized Attention Hybridization (from the Qwen team)

<img src="https://external-preview.redd.it/q3evP6JeDpAC2MdSQHWYxnCYTqbJkElIQsLFqVSdkss.png?width=640&crop=smart&auto=webp&s=de730fbf7ecace6df0036b21

Medium · AI 🧠 Large Language Models ⚡ AI Lesson 3d ago

LLMs Do Not Know Your Life

The danger of internet-average advice entering human decisions Continue reading on Medium »

Reddit r/LocalLLaMA 🧠 Large Language Models ⚡ AI Lesson 3d ago

Qwen 3.6 27B Speculative Decoding Bench: Pushing ~100 TPS on a single RTX 3090

First of all, a huge thank you to the r/LocalLLaMA community and the 3090 club. This benchmark started from your shared recipes... These are my findings on my h

Dev.to · DoremonAI 🧠 Large Language Models ⚡ AI Lesson 3d ago

NVIDIA Nemotron 3 Ultra & GLM-5.2: The Open Model Flood Is Here (June 2026)

Two major open-weight models just dropped: NVIDIA's 550B Nemotron 3 Ultra and Z.AI's MIT-licensed GLM-5.2. Plus Google's Gemini 3.5 Flash gains computer use. He

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 3d ago

How to evaluate your LLM Model ?

Over the past few weeks, I shifted my focus from simply building AI applications to understanding how to build AI systems that can… Continue reading on Medium »

Dev.to · Dufrence 🧠 Large Language Models ⚡ AI Lesson 3d ago

What is LangChain? Building an AI Agent in 10 Lines of Code

What is LangChain? It's the glue that connects large language models with tools — you write a few...