Core AI

Large Language Models

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

52,360
lessons
Skills in this topic
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LLM Foundations
beginner
Explain how transformers generate text
Prompt Craft
beginner
Write zero-shot and few-shot prompts
LLM Engineering
intermediate
Call LLM APIs with function/tool use
Fine-tuning LLMs
advanced
Prepare fine-tuning datasets
Multimodal LLMs
advanced
Use GPT-4V / Claude Vision for image understanding
All Reads (30,852) Articles (13042)Blog Posts (5811)Tutorials (2495)Research Papers (8608)News (896)
Claude Has a Silent Workspace. Anthropic Just Found It
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1h ago
Claude Has a Silent Workspace. Anthropic Just Found It
Ask Claude this: “The number of legs on the animal that spins webs is”. It says “8”. The word “spider” appears nowhere, not in your prompt… Continue reading on
Claude Has a Silent Workspace. Anthropic Just Found It
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1h ago
Claude Has a Silent Workspace. Anthropic Just Found It
Ask Claude this: “The number of legs on the animal that spins webs is”. It says “8”. The word “spider” appears nowhere, not in your prompt… Continue reading on
Claude Has a Silent Workspace. Anthropic Just Found It
Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 1h ago
Claude Has a Silent Workspace. Anthropic Just Found It
Ask Claude this: “The number of legs on the animal that spins webs is”. It says “8”. The word “spider” appears nowhere, not in your prompt… Continue reading on
Stop Paying the AI Tax: Every Technical Trick That Cuts Your LLM Bill Without Killing Quality
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1h ago
Stop Paying the AI Tax: Every Technical Trick That Cuts Your LLM Bill Without Killing Quality
A startup building a customer-​suppor​t c‌hatbot‍ i‍n early​ 2024 ran‍ the m⁠ath on their A‌PI‌ bill and found th​ey‌ were on track to… Continue reading on Data
Stop Paying the AI Tax: Every Technical Trick That Cuts Your LLM Bill Without Killing Quality
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1h ago
Stop Paying the AI Tax: Every Technical Trick That Cuts Your LLM Bill Without Killing Quality
A startup building a customer-​suppor​t c‌hatbot‍ i‍n early​ 2024 ran‍ the m⁠ath on their A‌PI‌ bill and found th​ey‌ were on track to… Continue reading on Data
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2h ago
Boost AI Performance with Local LLM Integration Strategies
Boost AI Performance with Local LLM Integration Strategies Table of Contents Introduction to Local LLMs Advantages of Local LLM Integration Comparison of Local
Understanding MCP: Why It Came Into the Picture
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 3h ago
Understanding MCP: Why It Came Into the Picture
If you’ve spent any time around AI tools recently, you’ve probably heard the term MCP: Model Context Protocol being thrown around. Maybe… Continue reading on To
Your AI is dumb, and MCP Is Why That’s Fixable
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 3h ago
Your AI is dumb, and MCP Is Why That’s Fixable
Model Context Protocol explained: the open standard that gives LLMs access to YOUR data Continue reading on Analyst’s corner »
Your AI is dumb, and MCP Is Why That’s Fixable
Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 3h ago
Your AI is dumb, and MCP Is Why That’s Fixable
Model Context Protocol explained: the open standard that gives LLMs access to YOUR data Continue reading on Analyst’s corner »
Grok 4.5 Goes Public Today: Opus-Class Speed, Cursor-Built, and Half the Cost
Dev.to · DoremonAI 🧠 Large Language Models ⚡ AI Lesson 3h ago
Grok 4.5 Goes Public Today: Opus-Class Speed, Cursor-Built, and Half the Cost
Grok 4.5 launches publicly today — Opus-class, Cursor-built, half the cost. Plus NVIDIA nvDock and Microsoft HARC safety alignment drop in the same 48-hour wind
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 4h ago
Boost AI Code Completion with Local LLMs: A Step-by-Step Tutorial
Boost AI Code Completion with Local LLMs: A Step-by-Step Tutorial Are you tired of waiting for cloud-based AI code completion services to respond? Do you want t
I Wrote a Playwright Script to Test LLM Long-Term Memory — and Found 3 Critical Bugs
Dev.to · BAOFUFAN 🧠 Large Language Models ⚡ AI Lesson 4h ago
I Wrote a Playwright Script to Test LLM Long-Term Memory — and Found 3 Critical Bugs
It was 1 a.m. when the PM dropped a screenshot into the group chat: “Your AI assistant forgot the...
GPT-5.6 in Codex: the next bottleneck is launch, not code
Dev.to · StructureIntelligence 🧠 Large Language Models ⚡ AI Lesson 4h ago
GPT-5.6 in Codex: the next bottleneck is launch, not code
GPT-5.6 Sol, Terra, and Luna are becoming the center of the coding-agent conversation this week. The...
Empowering K-12 Educators: OpenAI's Initiative to Integrate AI into Classrooms
Dev.to · StartupHub.ai 🧠 Large Language Models ⚡ AI Lesson 4h ago
Empowering K-12 Educators: OpenAI's Initiative to Integrate AI into Classrooms
OpenAI, in partnership with the Walton Family Foundation, is launching the AI Skills Jam K-12 initiative to equip educators with practical AI tools. This progra
How to integrate AI into your product
Dev.to · Doktouri 🧠 Large Language Models ⚡ AI Lesson 5h ago
How to integrate AI into your product
A grounded guide to adding real AI value to an existing product — where LLMs help, where they don't, and how to ship features users actually keep.
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Dev.to · enadoc2 temp 🧠 Large Language Models ⚡ AI Lesson 5h ago
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Title vLLM PagedAttention KV Cache Corruption: Woke Up to This Nightmare Image generated...
Simon Willison's Blog 🧠 Large Language Models ⚡ AI Lesson 5h ago
Introducing GPT‑Live
Introducing GPT‑Live OpenAI finally upgraded the model used by ChatGPT voice mode! I've had preview access for a few weeks in the iPhone app, and the new model
Daring Fireball 🧠 Large Language Models ⚡ AI Lesson 6h ago
‘PARRY Encounters the DOCTOR’ — Chatbot on Chatbot Action Circa 1973
Back in the primordial days of AI, PARRY was an ELIZA-style chatbot created by psychiatrist Kenneth Colby to simulate the words of a paranoid schizophrenic. Som
Should You Use Instant, Medium or High In ChatGPT? Here Is How To Choose
Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 7h ago
Should You Use Instant, Medium or High In ChatGPT? Here Is How To Choose
The setting you choose changes how ChatGPT thinks, responds and supports your work. Continue reading on Medium »
Claude Fable 5 Returns: What Really Happened and What Changed
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 7h ago
Claude Fable 5 Returns: What Really Happened and What Changed
After nearly three weeks offline, Anthropic has officially restored Claude Fable 5, its most advanced publicly available AI model. While… Continue reading on Me
Claude Fable 5 Returns: What Really Happened and What Changed
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 7h ago
Claude Fable 5 Returns: What Really Happened and What Changed
After nearly three weeks offline, Anthropic has officially restored Claude Fable 5, its most advanced publicly available AI model. While… Continue reading on Me
Microsoft Muse’s 300x180 Demo Exposes the Real-Time AI Bill
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 7h ago
Microsoft Muse’s 300x180 Demo Exposes the Real-Time AI Bill
Nature’s WHAM paper pairs 1.4B Bleeding Edge frames with a one-second context, turning spectacle into a constraint check before teams fund… Continue reading on
Token Anxiety : 3 Practical Ways to Stop Burning Tokens
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 7h ago
Token Anxiety : 3 Practical Ways to Stop Burning Tokens
The real problem is not just writing shorter prompts. It is learning how to design cleaner, lighter, and more useful AI contexts. Continue reading on Medium »
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 7h ago
Prompt Library, Part 2: 10 More Patterns for When “Think Step by Step” Isn’t Enough
The first 16 prompts in our library covered the patterns that come up daily chain-of-thought, few-shot, ReAct, schema-constrained output… Continue reading on Da
Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 7h ago
Prompt Library, Part 2: 10 More Patterns for When “Think Step by Step” Isn’t Enough
The first 16 prompts in our library covered the patterns that come up daily chain-of-thought, few-shot, ReAct, schema-constrained output… Continue reading on Da
BRAMHASTRA : I Asked 3 LLMs to Leak Their Secrets. One Failed Spectacularly.
Medium · Cybersecurity 🧠 Large Language Models ⚡ AI Lesson 7h ago
BRAMHASTRA : I Asked 3 LLMs to Leak Their Secrets. One Failed Spectacularly.
Author : Nilanjan Chowdhury Continue reading on Medium »
Standard Compute vs OpenAI, Anthropic, and Google Gemini: Which AI API Is Best for Developers in…
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 7h ago
Standard Compute vs OpenAI, Anthropic, and Google Gemini: Which AI API Is Best for Developers in…
Artificial intelligence is no longer a futuristic technology, it’s the foundation of modern software. From AI chatbots and coding… Continue reading on Medium »
I replaced the chat window for my local AI agent with a face
Dev.to · ghostvessel 🧠 Large Language Models ⚡ AI Lesson 7h ago
I replaced the chat window for my local AI agent with a face
I run a local LLM agent (Hermes) on my own machine. The problem was never the model — it was the...
Standard Compute Review: Is This Flat-Rate AI API Worth It?
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 7h ago
Standard Compute Review: Is This Flat-Rate AI API Worth It?
Everything you need to know about Standard Compute, including its pricing, features, pros, cons, and whether it's worth using in 2026. Continue reading on Mediu
OpenAI GPT-Live Voice, Open-Source Chatto, & GitHub AI Agent Security
Dev.to · soy 🧠 Large Language Models ⚡ AI Lesson 7h ago
OpenAI GPT-Live Voice, Open-Source Chatto, & GitHub AI Agent Security
OpenAI GPT-Live Voice, Open-Source Chatto, & GitHub AI Agent Security Today's...
Tone is context: what being rude to an LLM actually does
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 7h ago
Tone is context: what being rude to an LLM actually does
I talk to language models all day, and my tone drifts — patient in the morning, terse by mid-afternoon, occasionally worse. Continue reading on Medium »
Evals Are the Cornerstone of Every AI solution. So Why Doesn’t Anyone Build One?
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 7h ago
Evals Are the Cornerstone of Every AI solution. So Why Doesn’t Anyone Build One?
You don’t need a specialist eval platform to find out if a model works for you. You need a weekend, 28 tasks files, and one API key Continue reading on Artifici
Language as the Gradient: From text generation to autonomous execution
Medium · Deep Learning 🧠 Large Language Models ⚡ AI Lesson 8h ago
Language as the Gradient: From text generation to autonomous execution
Building General-Purpose Problem Solvers Continue reading on Better ML »
Best Open Source Self-Hosted LLMs for Coding in 2026
Medium · DevOps 🧠 Large Language Models ⚡ AI Lesson 8h ago
Best Open Source Self-Hosted LLMs for Coding in 2026
Closing the gap: High-performance coding models you can run on your own infrastructure instead of restrictive APIs. Continue reading on Medium »
Best Open Source Self-Hosted LLMs for Coding in 2026
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 8h ago
Best Open Source Self-Hosted LLMs for Coding in 2026
Closing the gap: High-performance coding models you can run on your own infrastructure instead of restrictive APIs. Continue reading on Medium »
How to Build Your Own Tiny LLM From Scratch
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 8h ago
How to Build Your Own Tiny LLM From Scratch
The 5-stage pipeline behind models like GPT and Claude, explained without pretending you can train a frontier model on your laptop. Continue reading on Towards
How to Build Your Own Tiny LLM From Scratch
Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 8h ago
How to Build Your Own Tiny LLM From Scratch
The 5-stage pipeline behind models like GPT and Claude, explained without pretending you can train a frontier model on your laptop. Continue reading on Towards
How to Build Your Own Tiny LLM From Scratch
Medium · Deep Learning 🧠 Large Language Models ⚡ AI Lesson 8h ago
How to Build Your Own Tiny LLM From Scratch
The 5-stage pipeline behind models like GPT and Claude, explained without pretending you can train a frontier model on your laptop. Continue reading on Towards
ChatGPT vs Claude vs Gemini: What Makes a Great AI Product?
Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 8h ago
ChatGPT vs Claude vs Gemini: What Makes a Great AI Product?
Artificial intelligence tools are no longer just experimental chatbots. Today, products like ChatGPT, Claude, and Gemini are becoming… Continue reading on Mediu
Building an AI Dream Analysis Engine, Part 2: Designing a Production-Ready LLM Pipeline
Hackernoon 🧠 Large Language Models ⚡ AI Lesson 8h ago
Building an AI Dream Analysis Engine, Part 2: Designing a Production-Ready LLM Pipeline
Part 2 expands the AI dream analysis engine by integrating GPT with Retrieval-Augmented Generation, embeddings, vector search, and structured prompts. The artic
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Dev.to · enadoc2 temp 🧠 Large Language Models ⚡ AI Lesson 8h ago
Title
Title vLLM PagedAttention KV Cache Corruption: Woke Up to This Nightmare Image generated...
Transformer as a Translation Model
Medium · Deep Learning 🧠 Large Language Models ⚡ AI Lesson 8h ago
Transformer as a Translation Model
At the heart of every large language model today lies a single, elegant architecture: the Transformer. Introduced in the landmark 2017… Continue reading on Medi
Working with Text Data: How Computers Understand Language
Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 8h ago
Working with Text Data: How Computers Understand Language
Before we can build a transformer or train a language model, we must solve one fundamental problem: computers don’t understand text. Continue reading on Medium
Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 8h ago
Understanding Large Language Models: What They Are, How They Work, and Why They Changed AI
Before building an LLM from scratch, let’s understand what a Large Language Model actually is. Continue reading on Medium »
The Myth of the Autonomous Machine: Reconstructing LLMs
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 9h ago
The Myth of the Autonomous Machine: Reconstructing LLMs
We are currently witnessing the greatest misallocation of intellectual and physical capital in the history of technology. Every day, the… Continue reading on Me
The Myth of the Autonomous Machine: Reconstructing LLMs
Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 9h ago
The Myth of the Autonomous Machine: Reconstructing LLMs
We are currently witnessing the greatest misallocation of intellectual and physical capital in the history of technology. Every day, the… Continue reading on Me
I Built a Self-Improving AI, and So Can You
Wired AI 🧠 Large Language Models ⚡ AI Lesson 9h ago
I Built a Self-Improving AI, and So Can You
Experiments in using AI to build AI show that the future doesn’t just belong to the frontier labs.
NotebookLM Mastery: Why One Protocol Is Never Enough
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 9h ago
NotebookLM Mastery: Why One Protocol Is Never Enough
Two people open the same NotebookLM, with the same documents. Continue reading on Readers Club »