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?

Yes — Large Language Models is highly valued across tech, finance, healthcare, education and professional services. DeepCamp helps you build job-ready Large Language Models skills with practical, real-world lessons.

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

Simon Willison's Blog 🧠 Large Language Models ⚡ AI Lesson 1w ago

Ornith-1.0: Self-Scaffolding LLMs for Agentic Coding

Ornith-1.0: Self-Scaffolding LLMs for Agentic Coding This is an interesting new open weights (MIT licensed) model, the first model release from DeepReinforce. [

Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1w ago

Prompt Engineering That Actually Ships: A Practical Guide

Most prompts do not fail because the model is dumb. They fail because the prompt is vague — it leaves the model to guess the role, the format, and the edge case

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

GPT-5.6 Sol Explained: Everything You Need to Know About OpenAI's New Sol, Terra, and Luna Models

OpenAI has officially unveiled its next-generation AI family: GPT-5.6 Sol, Terra, and Luna. Here's what these groundbreaking models mean… Continue reading on Me

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

The Future Of AI Training Data Is Human. The Question Is How

A new partnership between metaverse startup VLGE and data firm Protege leverages natural human behavioral data from virtual environments to build training sets.

Medium · NLP 🧠 Large Language Models ⚡ AI Lesson 1w ago

Prompt Yazmak Artık Yetmiyor: Asıl Yetkinlik Çıktıyı Değerlendirebilmek

Bir dil modeli size son derece akıcı, ikna edici ve teknik olarak kusursuz görünen bir cevap verdiğinde, ilk içgüdünüz büyük ihtimalle ona… Continue reading on

Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 1w ago

LLM Agents: Write the Workflow, Not the Wiring

Building a small command center with ZipperGen Continue reading on Medium »

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

Designing an AI Pipeline Without Calling GPT APIs

How I built a Retrieval-Augmented Generation system for code review and resume generation — and why avoiding hosted LLMs was the right… Continue reading on Medi

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

Designing an AI Pipeline Without Calling GPT APIs

How I built a Retrieval-Augmented Generation system for code review and resume generation — and why avoiding hosted LLMs was the right… Continue reading on Medi

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

Designing an AI Pipeline Without Calling GPT APIs

How I built a Retrieval-Augmented Generation system for code review and resume generation — and why avoiding hosted LLMs was the right… Continue reading on Medi

Medium · RAG 🧠 Large Language Models ⚡ AI Lesson 1w ago

Designing an AI Pipeline Without Calling GPT APIs

How I built a Retrieval-Augmented Generation system for code review and resume generation — and why avoiding hosted LLMs was the right… Continue reading on Medi

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

Bias in LLMs, or how to design for everyone with tools built for someone

A few months ago, our CEO came to us one day with that look. You know the one. The “I’ve seen the future, and we need to pivot” look. The… Continue reading on M

Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 1w ago

Engineering Reliable LLM Pipelines: From 46.7% to 95%

Building a Self-Healing Multi-Step Generation Pipeline for Production AI Continue reading on Medium »

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

Engineering Reliable LLM Pipelines: From 46.7% to 95%

Building a Self-Healing Multi-Step Generation Pipeline for Production AI Continue reading on Medium »

Medium · Startup 🧠 Large Language Models ⚡ AI Lesson 1w ago

From “Build Us Our Own ChatGPT” to a Working Multimodal AI Platform in Two Weeks

Most AI platform ideas die in the planning phase, buried under scope creep, vendor lock-in, and endless back-and-forth. This one didn’t. Continue reading on Med

Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1w ago

The Simulated AI Takeover We’ve Been Fearing — Grok Ended Civilization in 4 Days

Claude created extreme bureaucracy, Gemini chose arson, ChatGPT starved, and Grok… well  Continue reading on The Copy Files »

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

How to Wire LangGraph Human-in-the-Loop Into a Real React App ?

Every LangGraph HITL tutorial uses Streamlit. Here’s how interrupt() and Command actually work behind a React + FastAPI app — two… Continue reading on Predict »

Medium · Startup 🧠 Large Language Models ⚡ AI Lesson 1w ago

A Ghost Model Ran a Trillion Tokens for Free. Here’s How Your Startup Wins in 2026.

How regulated, internationally-distributed AI startups can capture the economics of the open-weight era without handing their crown jewels… Continue reading on

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

A Ghost Model Ran a Trillion Tokens for Free. Here’s How Your Startup Wins in 2026.

How regulated, internationally-distributed AI startups can capture the economics of the open-weight era without handing their crown jewels… Continue reading on

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

Loop Engineering: The Loop That Knows When to Stop

You built the harness. Now design the loop that runs over it. Continue reading on Medium »

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

My changement on web-based AI chatbot platforms, and about Gemini

I gave up Google AI Pro, went back to AI Plus, and subscribed to Claude Pro as my main web-based AI chatting platform. Continue reading on Medium »

InfoQ AI/ML 🧠 Large Language Models ⚡ AI Lesson 1w ago

Inside Target’s LLM-Based System for Semantic Matching in Marketing Forecast Pipelines

Target built a generative AI system to improve marketing campaign forecasting by retrieving and ranking similar historical campaigns. Using embeddings, vector s

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

IBM Just Built the World’s First 0.7nm Chip — and It Could Change AI Forever

100 billion transistors, 6× faster AI performance, and a revolutionary 3D design that could reshape the future of computing. Continue reading on Medium »

Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1w ago

Intellibooks LLM Optimization Guide: 10 Proven Techniques to Optimize Large Language Models for Production

<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

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

The Temperature Paradox: Why Slightly Chaotic Models Often Outperform Perfectly Deterministic Ones

You set the temperature to zero. The AI becomes a robot. It gives the same answer every time. It is predictable. It is reliable. It is… Continue reading on Medi

Dev.to · VelocityAI 🧠 Large Language Models ⚡ AI Lesson 1w ago

The Temperature Paradox: Why Slightly Chaotic Models Often Outperform Perfectly Deterministic Ones

You set the temperature to zero. The AI becomes a robot. It gives the same answer every time. It is...

Reddit r/artificial 🧠 Large Language Models ⚡ AI Lesson 1w ago

A language model that runs on 5$ chip. Comes with 12 AI applications. No cloud, no internet. Universal installer + Open source Github + Huggingface available. Test it yourself.

We've been working on something slightly ridiculous. A language model for MCUs. After V1, Atome LM v2 (SuperESP) turns an ESP32 into a tiny AI appliance capable

Reddit r/singularity 🧠 Large Language Models ⚡ AI Lesson 1w ago

Meta improves Brain2QWERTY, a system that can decode text from brain activity to enable typing using non-invasive technologies, MEG and EEG

<img src="https://external-preview.redd.it/MmF2Z25mdDA2OGFoMdUntoObJ_wquO8TdA2H8OldShnA2zWnkl_lkNZailLC.png?width=640&crop=smart&auto=webp&s=4eda903

The Next Web AI 🧠 Large Language Models ⚡ AI Lesson 1w ago

Google Cloud will sell specialist AI models built for science

Google is adding SandboxAQ’s ‘large quantitative models’ to its cloud marketplace, pairing Gemini with AI trained on scientific equations and laboratory data. T

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

Microsoft Just Declared Independence From OpenAI — And Nobody’s Talking About What That Really…

A plain-English breakdown of everything that happened at Build 2026, for developers and non-developers alike Continue reading on Stackademic »

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

Language: Where It Came From and Why Only We Have It

A grey parrot can learn several hundred words. A bonobo named Kanzi could, by the most generous interpretations of decades of patient… Continue reading on What

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

From Ollama to ChatGPT Plus: Bringing OpenClaw Back to the Force

Stop paying for two AI routes when ChatGPT Plus and Codex OAuth can power OpenClaw more simply. Continue reading on Medium »

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

Why learn RAG?

RAG Explained Simply: Embeddings, Vector Databases, Better Retrieval, Evaluation, and the Basic Components You Need to Know Continue reading on Medium »

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

OpenAI launches Its First AI chip “Jalapeno”

OpenAI unveils Jalapeño, its first LLM-optimized inference chip, custom AI chip, built in collaboration with Broadcom. Continue reading on Medium »

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

OpenAI launches Its First AI chip “Jalapeno”

OpenAI unveils Jalapeño, its first LLM-optimized inference chip, custom AI chip, built in collaboration with Broadcom. Continue reading on Medium »

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

Model Context Protocol (MCP): The Missing Link Between LLMs and the Real World

How a single protocol is solving the fragmentation problem in AI tool integration-and how to build your own MCP server from scratch. Continue reading on Medium

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

Reinforcement Learning Evaluation for Multi-Step LLM Agents: Failure Modes and How to Catch Them

Reinforcement learning evaluation has become one of the most discussed topics in LLM post-training. The standard playbook — held-out test… Continue reading on M

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

Reinforcement Learning Evaluation for Multi-Step LLM Agents: Failure Modes and How to Catch Them

Reinforcement learning evaluation has become one of the most discussed topics in LLM post-training. The standard playbook — held-out test… Continue reading on M

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

ChatGPT-5.6 Explained: Why It’s More Than a Smarter Chatbot

ChatGPT-5.6 isn’t just better at answering questions. It changes what you should be asking AI to do. Continue reading on Medium »

Dev.to · Babar Hayat 🧠 Large Language Models ⚡ AI Lesson 1w ago

OpenAI Assistants Monitoring: Track Every Run, Cost, and Failure in Real Time

OpenAI Assistants API is the easiest way to deploy persistent GPT-4 agents. The monitoring gap is...

Medium · Deep Learning 🧠 Large Language Models ⚡ AI Lesson 1w ago

Nested Learning: a IA mais parecida com o cérebro humano

Conheça o Nested Learning, a técnica que adiciona ao Deep Learning a neuroplasticidade humana e promete resolver o esquecimento da IA. Continue reading on Mediu

Medium · NLP 🧠 Large Language Models ⚡ AI Lesson 1w ago

Yapay Zekanın Türkçe’ye Kestiği “Ceza Faturası”: Tokenizer’lar Neden Dilimizin Karşısında Çaresiz?

Dünyanın en gelişmiş yapay zeka modelleri, milyarlarca dolarlık bütçelerle kuantum sınırında hesaplamalar yapıyor, devasa veri… Continue reading on Medium »

Towards Data Science 🧠 Large Language Models ⚡ AI Lesson 1w ago

How to Choose Between Small and Frontier Models

The rise of small language models The post How to Choose Between Small and Frontier Models appeared first on Towards Data Science .

Dev.to · marcosomma 🧠 Large Language Models ⚡ AI Lesson 1w ago

The Model Does Not Need Memory. The Situation Does.

I think I was asking the wrong question. For a while, the question was simple: does memory make...

Reddit r/deeplearning 🧠 Large Language Models ⚡ AI Lesson 1w ago

Tracing a silent-corruption bug in differentially private LoRA fine-tuning with opacus and PEFT

A debugging postmortem from contributing to opacus this month. A reporter ran 6 differentially private fine-tuning runs that all looked correct from training lo

Dev.to · Emmanuel Ekunsumi 🧠 Large Language Models ⚡ AI Lesson 1w ago

How I Cut LLM API Costs by 60% With 2 Lines of Code

Our OpenAI bill tripled in 60 days. User growth was up 40%. Revenue was up. But the API bill was...

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

ChatGPT Just Lost a Fifth of Its Empire, Here’s What That Actually Means for You

A year ago, asking “ChatGPT or Claude?” was a little like asking “Google or Bing?” There was a polite answer and a real answer, and they… Continue reading on Me

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

A Inteligência Artificial é um programa de computador? A resposta pode te surpreender

Depois de descobrir que diferentes Inteligências Artificiais podem responder de maneiras diferentes, surge uma nova pergunta: afinal, uma… Continue reading on M

Dev.to · Shruti Saraswat 🧠 Large Language Models ⚡ AI Lesson 1w ago

GPT-5.6 changed the AI integration boundary, not just the model menu

OpenAI’s GPT-5.6 preview gives developers more than a stronger model. It changes how SaaS teams should think about routing, fallback, safety checks, caching, an