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.

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Large Language Models Lessons — Free Learning

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 2d ago

Are LLMs Really the Future? How Large Language Models Are Transforming Industries

From writing code to diagnosing diseases, Large Language Models (LLMs) are redefining what’s possible. But are they truly the future, or… Continue reading on Me

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 2d ago

Beyond Words: From Commands to Conversations!

“Can you explain this to me like I am a 5th grade student?” Continue reading on Medium »

Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2d ago

I replaced 1,000 lines of Python with a 500-word prompt

Or: what building a $0/month autonomous AI librarian taught me about running LLM agents in production. My documentation wiki was rotting. Not dramatically — jus

Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2d ago

I Pointed My AI Research Engine at Goldbach's Conjecture — It Found a Hidden Bias (2026)

As a developer building AI for scientific discovery, I wanted to test if autonomous research actually works. So I built Luka and pointed it at Goldbach's conjec

Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2d ago

I Pointed My AI Research Engine at Goldbach's Conjecture — It Found a Hidden Bias

As a developer building AI for scientific discovery, I wanted to test if autonomous research actually works. So I built Luka and pointed it at Goldbach's conjec

Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2d ago

I Built an AI Research Engine and It Found a Perfect Power Law in Twin Primes

I'm a developer, not a number theorist. But I built Luka — an autonomous AI research engine — and pointed it at one of math's oldest open problems. What it foun

Dev.to · Maya Andersson 🧠 Large Language Models ⚡ AI Lesson 2d ago

We fixed the worst prompt variant. It got better. That doesn't mean the fix worked.

A pattern I've seen on more than one team: weekly eval run finishes, someone sorts the leaderboard,...

Reddit r/MachineLearning 🧠 Large Language Models ⚡ AI Lesson 2d ago

Small Language Model SLM [D]

Hi, I am supposed to prepare for SLM and its software part for an on campus internship, i've worked with local models like ollama generally,in my projects and a

Medium · NLP 🧠 Large Language Models ⚡ AI Lesson 2d ago

Your Brain vs. The Algorithm: Can AI Really Detect Fake News?

Every day, millions of people scroll through headlines without questioning whether they’re true. Continue reading on Medium »

Medium · AI 🧠 Large Language Models ⚡ AI Lesson 2d ago

Lecun Versus the LLMs

(A Dialogue about AI and Yann Lecun’s Alternative Research Program) Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 2d ago

Lecun Versus the LLMs

(A Dialogue about AI and Yann Lecun’s Alternative Research Program) Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 2d ago

LangGraph: Building Intelligent AI Workflows That Actually Make Sense

Remember when chatbots could only do one thing at a time? You’d ask them a question, they’d search the internet, and then… nothing. No… Continue reading on Medi

Dev.to · Cửu thiên vũ đế review 🧠 Large Language Models ⚡ AI Lesson 2d ago

Stop pasting your API keys into ChatGPT: a safer way to feed a codebase to an LLM

Two quiet failure modes when you dump code into an LLM — leaked secrets and blown context windows — and a zero-dependency CLI that handles both.

Medium · AI 🧠 Large Language Models ⚡ AI Lesson 2d ago

NotebookLM Mastery: Why One Protocol Is Not Enough

TL;DR: This is not a piece about one more clever prompt. The eighteenth protocol has just been released — and the real value lies not in… Continue reading on Me

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 2d ago

NotebookLM Mastery: Why One Protocol Is Not Enough

TL;DR: This is not a piece about one more clever prompt. The eighteenth protocol has just been released — and the real value lies not in… Continue reading on Me

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 2d ago

Memory Proportional Progressive Precision: A New Approach to the LLM Inference Memory Wall

How to serve more LLM and agent requests on the same hardware without sacrificing quality. Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 2d ago

Memory Proportional Progressive Precision: A New Approach to the LLM Inference Memory Wall

How to serve more LLM and agent requests on the same hardware without sacrificing quality. Continue reading on Medium »

Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2d ago

Teaching AI Your Language: Prompt Engineering for Indie Game Devs

Indie teams drown in scattered playtest notes, outdated design docs, and endless bug triage meetings. When every hour spent manually updating a GDD or sorting r

Simon Willison's Blog 🧠 Large Language Models ⚡ AI Lesson 2d ago

June 2026 newsletter

The June edition of my sponsors-only monthly newsletter is out. If you are a sponsor (or if you start a sponsorship now) you can access it here . This month: Cl

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 2d ago

La tua azienda esiste già nell’intelligenza artificiale.

Immagina questa scena. Un CEO apre ChatGPT, digita il nome della sua azienda e aspetta. La risposta arriva in pochi secondi: sintetica… Continue reading on Medi

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 2d ago

Demystifying the “Agent Harness”: Why an LLM is Just a Brain Without a Body

Demystifying the “Agent Harness”: Why an LLM is Just a Brain Without a Body Continue reading on Medium »

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 2d ago

Anthropic Has Just Restored Access to Fable 5

5 Must Try Use Cases Before July 7 Continue reading on No Time »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 2d ago

AI Can Be Smart, But Can It Be Wrong?

When Confidence Isn't the Same as Truth. Continue reading on Medium »

Medium · AI 🧠 Large Language Models ⚡ AI Lesson 2d ago

I Took 20+ Free Claude Courses. These Are the Best

Tested & sorted. From beginner to pro Continue reading on Artificial Corner »

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 2d ago

I Took 20+ Free Claude Courses. These Are the Best

Tested & sorted. From beginner to pro Continue reading on Artificial Corner »

Medium · AI 🧠 Large Language Models ⚡ AI Lesson 2d ago

From Idea to Intelligence: The Evolution of Artificial Intelligence and How It Changed Everything

When I first started exploring artificial intelligence, I thought it was a modern breakthrough-something born out of recent technological… Continue reading on M

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 2d ago

From Idea to Intelligence: The Evolution of Artificial Intelligence and How It Changed Everything

When I first started exploring artificial intelligence, I thought it was a modern breakthrough-something born out of recent technological… Continue reading on M

Medium · AI 🧠 Large Language Models ⚡ AI Lesson 2d ago

MCP Just Deleted the Session ID. That Is the Smartest Thing It Has Done.

On May 21, 2026, the maintainers of the Model Context Protocol locked the release candidate for the next spec, dated 2026-07-28. It is the… Continue reading on

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 2d ago

MCP Just Deleted the Session ID. That Is the Smartest Thing It Has Done.

On May 21, 2026, the maintainers of the Model Context Protocol locked the release candidate for the next spec, dated 2026-07-28. It is the… Continue reading on

Medium · AI 🧠 Large Language Models ⚡ AI Lesson 2d ago

SYLON9.0: Chapter 7

The 8 Evaluation Axes and the Formation of 64 Coordinates Continue reading on SYLON : An Architecture for Expanding and Deepening Generative AI Thinking »

Dev.to · Mattias chaw 🧠 Large Language Models ⚡ AI Lesson 2d ago

Leveraging Chinese AI Models: A Developer's Guide to DeepSeek and Beyond

Leveraging Chinese AI Models: A Developer's Guide to DeepSeek and Beyond In today's...

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 2d ago

Manual Tool Calling in LangGraph, with Pydantic Doing the Deciding

The prebuilt ReAct agent in LangGraph is convenient right up until you need to know why it picked a tool, or you need a router that isn’t… Continue reading on M

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 2d ago

The Diffusion LLM That Runs 2.42× Faster Without Re-Pretraining — and Its One Real Catch

Do diffusion language models sacrifice quality for speed? NVIDIA’s July 2 release cut the tax to 1.3 points on average — but code and math… Continue reading on

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 2d ago

The Diffusion LLM That Runs 2.42× Faster Without Re-Pretraining — and Its One Real Catch

Do diffusion language models sacrifice quality for speed? NVIDIA’s July 2 release cut the tax to 1.3 points on average — but code and math… Continue reading on

Medium · Python 🧠 Large Language Models ⚡ AI Lesson 2d ago

Building BASA: A Modern Indonesian NLP Library for the LLM Era

Why I started building BASA, the challenges of Indonesian NLP tooling, and the design principles behind a library built for modern AI… Continue reading on Mediu

Medium · NLP 🧠 Large Language Models ⚡ AI Lesson 2d ago

Building BASA: A Modern Indonesian NLP Library for the LLM Era

Why I started building BASA, the challenges of Indonesian NLP tooling, and the design principles behind a library built for modern AI… Continue reading on Mediu

Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2d ago

Local LLM vs Claude: Benchmarking qwen3-coder:30b as a Production Agent Backend

TL;DR Replayed 27 real historical tasks from Jarvis (my LangGraph agent, ~90 tools) through qwen3-coder:30b on an RTX 3090, scored against Claude's actual produ

Medium · AI 🧠 Large Language Models ⚡ AI Lesson 2d ago

Designing a Production-Grade RAG System for PDF Question Answering

Retrieval-Augmented Generation (RAG) has become a standard approach for building LLM applications grounded in private or domain-specific… Continue reading on Me

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 2d ago

10 Ways ChatGPT Can Save You 1 Hour Every Day

Introduction Time is something most of us struggle with. Whether you’re a student, working professional, or someone trying to learn new… Continue reading on Med

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 2d ago

Can a Local LLM Run My AI Assistant?

I replayed 27 real production tasks through qwen3-coder:30b on my home RTX 3090 to see if a self-hosted model could replace Claude as the… Continue reading on M

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 2d ago

Claude Didn’t Become a Document Management System. It Finally Got Connected to One.

AI models are brilliant at reasoning, but they’ve always been locked out of the enterprise storage layer. A new architectural shift is… Continue reading on Medi

Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2d ago

ChatGPT vs. Gemini 2.5: Which Brain Fits Your 2026 Stack?

For the longest time, I hardcoded a single LLM model in my production stack. After months of usage, I realized this was a terrible financial decision. In 2026,

Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2d ago

I Scored 10,000 Job Listings a Day With GPT-4. Here's What Broke

The first time my scoring pipeline ran against a full day's batch, it took 47 minutes and cost $86. The second run took three hours because half the requests hi

Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2d ago

Knowledge Distillation: Fit a Big Model's Smarts Into a Small One

🎓 Distill a model yourself (real softmax + real gradient descent): https://dev48v.infy.uk/ai/days/day23-distillation.html The problem: big models are expensive

Dev.to · Marco Reyes 🧠 Large Language Models ⚡ AI Lesson 2d ago

Claude Sonnet 5 vs Fable 5: What I’d Actually Use in Production

I usually test new AI models in a very unglamorous way. Not with benchmark prompts. Not with “build...

Dev.to · Yatin Davra 🧠 Large Language Models ⚡ AI Lesson 2d ago

How I ended up contributing five ways to shape an LLM's output

A few months back I was on a project that needed LLMs to return actual structured data, not prose I'd...

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 2d ago

10 AI Prompts That Every Professional Should Know

Artificial Intelligence is becoming an essential workplace tool, but the quality of the results you get depends largely on the quality of… Continue reading on M

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 2d ago

DPO vs SFT vs RLHF: Which Training Method Does Your Model Actually Need?

Everyone’s fine-tuning. Nobody agrees on how. Here’s the honest breakdown of three methods, when each one earns its complexity, and why… Continue reading on Tow