What is Large Language Models?

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

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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

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 6d ago

Steerable Visual Representations

arXiv:2604.02327v2 Announce Type: replace-cross Abstract: Pretrained Vision Transformers (ViTs) such as DINOv2 and MAE provide generic image features that can b

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 6d ago

RankGraph-2: Lifecycle Co-Design for Billion-Node Graph Learning in Recommendation

arXiv:2606.18379v2 Announce Type: replace-cross Abstract: Graph-based retrieval at billion-node scale requires jointly solving three tightly coupled problems --

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 6d ago

Explaining Attention with Program Synthesis

arXiv:2606.19317v2 Announce Type: replace-cross Abstract: A longstanding goal of research on interpretable deep learning is to replace opaque neural computation

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 6d ago

I spent a week building a typing game with an LLM. The game was the easy part.

Reading Time: 4 minutes Continue reading on Medium »

Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 6d ago

ChatGPT Prompt Engineering for Freelancers: Unlocking the Power of AI-Driven Development

ChatGPT Prompt Engineering for Freelancers: Unlocking the Power of AI-Driven Development As a freelancer, staying ahead of the curve in terms of technology and

Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 6d ago

Mythos Scale Models and the Monetization Implications

Mythos Scale Models and the Monetization Implications Why It Matters The introduction of Mythos-class models by Anthropic, such as Claude Mythos Preview, Fable

Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 6d ago

GML5 IndexCache

IndexCache: Killing the Indexer's O(NL²) Bottleneck in DeepSeek Sparse Attention Notes from my notebook on GLM-5.2 / DeepSeek Sparse Attention (DSA), reconstruc

Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 6d ago

How to Build a Shared Prompt Library Your Team Will Actually Use

If your team uses ChatGPT, Claude, or Gemini every day, you already have a prompt library. It's just scattered across Slack DMs, sticky notes, a forgotten Notio

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 6d ago

The Governed Agent Harness — A Pattern for Safe, Reliable LLM Applications

A self-contained, domain-agnostic guide to the governed harness pattern: how to wrap a large language model in deterministic scaffolding… Continue reading on Me

Dev.to · kapil Maheshwari 🧠 Large Language Models ⚡ AI Lesson 6d ago

Graceful Degradation Strategies for LLM Rate Limits

Explore strategies for graceful degradation when your LLM provider rate-limits or goes down, ensuring reliability and cost efficiency.

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 6d ago

The Timeless Anchor: How Ancient Mathematics Solves the Modern Crisis of Catastrophic Forgetting

Frank Morales Aguilera, BEng, MEng, SMIEEE Continue reading on AI Simplified in Plain English »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 6d ago

Agent-as-a-Router: When Model Routing Learns to Evolve

A clean diagnosis reframes LLM routing as a self-evolving feedback loop — and a new benchmark to measure it. Continue reading on Medium »

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 6d ago

OpenAI Surrenders GPT-5.6 to Government Gatekeepers

Export controls were merely the opening act in a new era of tiered knowledge, where frontier models are hoarded at the top, rationed to… Continue reading on Pre

Dev.to · Emmanuel Ekunsumi 🧠 Large Language Models ⚡ AI Lesson 6d ago

GLM 5.2 Has a 1M Token Context Window. Here's What That Does to Your API Bill.

Z.ai dropped GLM 5.2 on June 13, 2026, and the benchmarks are hard to ignore. It's a 744B-parameter...

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 6d ago

Why vague prompts become vague systems

Why prompts become operational instructions once real users depend on the system. Continue reading on Medium »

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 6d ago

Why Does ChatGPT Give Wrong Answers So Confidently?

ChatGPT hallucinations, AI accuracy problems, and how to know when you should trust an AI answer. Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 6d ago

Stop Everything Japan Has Released The Most Powerful Model Which Beats Claude Mythos

Everyone is calling Sakana Fugu the newest AI model competing with GPT-5.5, Claude, and Gemini. Continue reading on GoPenAI »

Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 6d ago

Local-First Multimodal AI: How `iFly-Skills` Addresses the Privacy & Efficiency Gap

The latest GitHub Trending data reveals a clear shift: developers and enterprises are prioritizing local-first and privacy-centric AI solutions. Repos like alti

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 6d ago

Top 50 AI, RAG, Agentic AI & LLM Interview Questions for 2026

Section 1: AI & LLM Fundamentals Continue reading on Medium »

Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 6d ago

Unlocking LLM Potential in Education and Research

We will build a research synthesis agent that turns a pile of paper abstracts into a structured literature review and study guide. It is aimed at grad students

Medium · AI 🧠 Large Language Models ⚡ AI Lesson 6d ago

Jensen Huang Warned It Would Be a “Horrible Outcome.” Just Days Later, DeepSeek Made It Reality.

China’s DeepSeek V4 is now the largest open-source AI model ever released. Continue reading on CodeToDeploy »

Reddit r/devops 🧠 Large Language Models ⚡ AI Lesson 6d ago

Loaded Crossplane's full doc set into a 1M context model to speed up our evaluation

We've been evaluating Crossplane for about 8 weeks. Our Terraform setup covers 3 cloud providers, around 40 modules, and state management across teams keeps get

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 6d ago

I Tested Kindle-to-NotebookLM on a Real Amazon.com Book

A practical experiment in turning a purchased Kindle Cloud Reader book into AI-readable text for NotebookLM and ChatGPT. Continue reading on Medium »

Reddit r/LocalLLaMA 🧠 Large Language Models ⚡ AI Lesson 6d ago

I Hate Dario Amodei, and everything he stands for.

I am so incredibly sick of this guy‘s fear mongering about open source while fundamentally misunderstanding how it actually works. He recently dropped some argu

Medium · AI 🧠 Large Language Models ⚡ AI Lesson 6d ago

Exposing the Limitations of Google Knowledge Graph: Why AI Can Still Struggle to Recognize Human…

Exposing the Limitations of Google Knowledge Graph: Why AI Can Still Struggle to Recognize Human Identity Continue reading on Medium »

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 6d ago

Exposing the Limitations of Google Knowledge Graph: Why AI Can Still Struggle to Recognize Human…

Exposing the Limitations of Google Knowledge Graph: Why AI Can Still Struggle to Recognize Human Identity Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 6d ago

When Does HyDE Help RAG? I Tested 3 Query Types and It Failed on Two

I tested HyDE Retrieval vs Standard vector search on semantic, proprietary, and keyword queries. HyDE won one and quietly made 2 worse. Continue reading on Towa

Medium · DevOps 🧠 Large Language Models ⚡ AI Lesson 6d ago

The Mathematics of Semantic Search

How a machine finds meaning: from words, through geometry, to time Continue reading on Medium »

Medium · AI 🧠 Large Language Models ⚡ AI Lesson 6d ago

Intelligence Is Not Where We Point

Functions live in networks, not in parts Continue reading on Medium »

Medium · AI 🧠 Large Language Models ⚡ AI Lesson 6d ago

Google A2A Protocol in 2026: Adoption, Hype, and Reality

A2A is not dead. It is just not universal. Continue reading on Practical LLM Systems »

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 6d ago

Google A2A Protocol in 2026: Adoption, Hype, and Reality

A2A is not dead. It is just not universal. Continue reading on Practical LLM Systems »

Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 6d ago

Google A2A Protocol in 2026: Adoption, Hype, and Reality

A2A is not dead. It is just not universal. Continue reading on Practical LLM Systems »

Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 6d ago

RAG na Prática: Como Construir um Sistema de Busca Inteligente com LLMs

Você já perguntou algo para um ChatGPT e recebeu uma resposta confiante e completamente errada? Esse problema tem nome: alucinação. E tem… Continue reading on M

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 6d ago

RAG na Prática: Como Construir um Sistema de Busca Inteligente com LLMs

Você já perguntou algo para um ChatGPT e recebeu uma resposta confiante e completamente errada? Esse problema tem nome: alucinação. E tem… Continue reading on M

Medium · RAG 🧠 Large Language Models ⚡ AI Lesson 6d ago

RAG na Prática: Como Construir um Sistema de Busca Inteligente com LLMs

Você já perguntou algo para um ChatGPT e recebeu uma resposta confiante e completamente errada? Esse problema tem nome: alucinação. E tem… Continue reading on M

Medium · Startup 🧠 Large Language Models ⚡ AI Lesson 6d ago

I helped build modern AI. I’d like a word about how they’re selling it to you.

I’m going to keep my name off this for a while, and I want to be upfront about why, because it’s the least interesting kind of secret. Continue reading on Mediu

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 6d ago

Looping vs Prompting: When Should You Let the Model Think, and When Should You Control the Process?

Large Language Models (LLMs) have fundamentally changed how we build software. Unlike traditional applications, where every decision is… Continue reading on Med

Medium · Python 🧠 Large Language Models ⚡ AI Lesson 6d ago

Exploring LangGraph — The Basics

I’ve been wanting to explore and build LLM powered agents for awhile now, so figured it was time to explore LangGraph. Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 6d ago

Exploring LangGraph — The Basics

I’ve been wanting to explore and build LLM powered agents for awhile now, so figured it was time to explore LangGraph. Continue reading on Medium »

Dev.to · Alper GÖÇEN 🧠 Large Language Models ⚡ AI Lesson 6d ago

Free from-scratch deep learning notes: tensors, attention, and a tiny GPT

I'm an AI PhD student, and I have started writing a free public notebook on how AI models work under...

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 6d ago

Anthropic shipped Fable 5. The US government un-shipped it.

CLAUDE FABLE 5: A FRONTIER LAUNCH CUT SHORT BY EXPORT CONTROLS Continue reading on Medium »

Microsoft Research 🧠 Large Language Models ⚡ AI Lesson 6d ago

Memora: A Harmonic Memory Representation Balancing Abstraction and Specificity

AI agents can't remember past conversations. They must constantly reload or retrieve context, which grows less efficient as tasks get longer and more complex. M

Medium · AI 🧠 Large Language Models ⚡ AI Lesson 6d ago

Claude on AWS vs Bedrock vs Direct in 2026: The Real Bill

Anthropic now sells the exact same Claude models three ways, and the price per token is the least interesting difference between them. Continue reading on Mediu

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 6d ago

Your Brain May Know a Deepfake Before You Do

Meta’s TRIBE v2 predicts different brain maps for real and synthetic people. Here’s where. Continue reading on Medium »

Medium · DevOps 🧠 Large Language Models ⚡ AI Lesson 6d ago

When Regex Gives Up: Using an LLM to Resolve Config Extraction Ambiguity

If you’ve ever tried to onboard a legacy application to a modern CI/CD platform, you know the real challenge isn’t writing the pipeline —… Continue reading on M

Medium · AI 🧠 Large Language Models ⚡ AI Lesson 6d ago

What is fine-tuning? How the same AI becomes a doctor, a lawyer, and a customer support agent

Every major AI starts as the same general model. Fine-tuning is how companies turn that into something that feels completely different… Continue reading on Medi

Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 6d ago

What is fine-tuning? How the same AI becomes a doctor, a lawyer, and a customer support agent

Every major AI starts as the same general model. Fine-tuning is how companies turn that into something that feels completely different… Continue reading on Medi

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 6d ago

What is fine-tuning? How the same AI becomes a doctor, a lawyer, and a customer support agent

Every major AI starts as the same general model. Fine-tuning is how companies turn that into something that feels completely different… Continue reading on Medi