Core AI

Large Language Models

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

24,338
lessons
Skills in this topic
View full skill map →
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

Showing 4,960 reads from curated sources

The “Stochastic Parrot” Label Has Aged Badly
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 3d ago
The “Stochastic Parrot” Label Has Aged Badly
Continue reading on Medium »
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 3d ago
Why Claude Ignores Your Instructions (And How to Fix It With CLAUDE.md)
Why Claude Ignores Your Instructions (And How to Fix It With CLAUDE.md) You write clear instructions. Claude reads them. Then it does something completely diffe
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 3d ago
Latent Multi-task Architecture Learning
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 3d ago
How I Built a Self-Hosted LLM API Gateway That Cuts AI Costs by 80% Using Python and OpenRouter
How I Built a Self-Hosted LLM API Gateway That Cuts AI Costs by 80% Using Python and OpenRouter Stop overpaying for AI APIs — here's what serious builders do in
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 3d ago
Qwen3.6 GGUF Benchmarks, Ternary Bonsai 1.58-bit Models, & Ollama Code Explainer Tool
Qwen3.6 GGUF Benchmarks, Ternary Bonsai 1.58-bit Models, & Ollama Code Explainer Tool Today's Highlights This week, the local AI community is abuzz with new
AWS Machine Learning 🧠 Large Language Models ⚡ AI Lesson 3d ago
Power video semantic search with Amazon Nova Multimodal Embeddings
In this post, we show you how to build a video semantic search solution on Amazon Bedrock using Nova Multimodal Embeddings that intelligently understands user i
TechRepublic 🧠 Large Language Models ⚡ AI Lesson 3d ago
Anthropic Releases Opus 4.7, Not as ‘Broadly Capable’ as Mythos AI
Anthropic launches Opus 4.7 with improved coding and reasoning, as its more “broadly capable” Mythos AI remains restricted over security concerns. The post Anth
Part 19: The second aberration — Fidelity Engineering — Your AI system passed every harness check.
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 3d ago
Part 19: The second aberration — Fidelity Engineering — Your AI system passed every harness check.
Your system did not hallucinate. The output passed every structural constraint. The schema was valid. The accounting balanced. The… Continue reading on Medium »
I ran 133 benchmarks to find out if vLLM is actually faster than HuggingFace
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 3d ago
I ran 133 benchmarks to find out if vLLM is actually faster than HuggingFace
Spoiler: it depends on what “faster” means to you Continue reading on Medium »
How to Use ChatGPT for Beginners (Step-by-Step Guide 2026)
Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 3d ago
How to Use ChatGPT for Beginners (Step-by-Step Guide 2026)
Most beginners make one big mistake: they treat ChatGPT like a search engine. They ask a question, get a generic answer, and move on. Continue reading on Medium
How To Design AI Voices in Minutes Using Qwen3-TTS
Medium · Python 🧠 Large Language Models ⚡ AI Lesson 3d ago
How To Design AI Voices in Minutes Using Qwen3-TTS
Create any AI voice you like by simply describing it, and make it expressive by adding audio tags like excitement, laughter, sadness… Continue reading on Medium
Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 3d ago
I Tested Claude Opus 4.7 vs 4.6 on 7 Real Tasks: The Default Setting Swap That Quietly Ends the…
Same $5/$25 price. 4 problems only 4.7 can solve. And the one-line config change Anthropic buried in the release notes. Continue reading on Towards AI »
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 3d ago
I Tested Claude Opus 4.7 vs 4.6 on 7 Real Tasks: The Default Setting Swap That Quietly Ends the…
Same $5/$25 price. 4 problems only 4.7 can solve. And the one-line config change Anthropic buried in the release notes. Continue reading on Towards AI »
Your Salesforce AI Bill Is About to Shock Your CFO. Here’s What to Do About It.
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 3d ago
Your Salesforce AI Bill Is About to Shock Your CFO. Here’s What to Do About It.
A no-nonsense guide to LLM inference costs — and why model-agnostic routing might be the most important financial decision your team makes… Continue reading on
LangChain: Building Production-Ready LLM Applications from Scratch
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 3d ago
LangChain: Building Production-Ready LLM Applications from Scratch
1. Introduction to LangChain Continue reading on Medium »
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 3d ago
Gayane Logic: A Quaternary Logical Framework for Ontological and Epistemological Distinctions
## Abstract Continue reading on Medium »
LLM Fine-Tuning: how to teach an old LLM new tricks
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 3d ago
LLM Fine-Tuning: how to teach an old LLM new tricks
Everything you need to understand how the world’s most powerful AI systems are customized — no PhD required. We’ll cover the concepts, the… Continue reading on
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 3d ago
Claude Opus 4.7: Anthropic Just Raised the Bar for What a Frontier Model Can Actually Do
Most model releases follow a familiar pattern: a blog post with benchmark charts, a few cherry-picked examples, and promises that this… Continue reading on Medi
Claude Opus 4.7 Is Out — and There’s a More Powerful Model They Won’t Let You Use
Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 3d ago
Claude Opus 4.7 Is Out — and There’s a More Powerful Model They Won’t Let You Use
Yet Another Day, Yet another Anthropic announcement , April 16, 2026 and there are actually two stories here. One is about Claude Opus 4.7… Continue reading on
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 3d ago
10 ChatGPT Prompts to Make More Money Online
Stop guessing. Start earning. 10 ready-to-use ChatGPT prompts to help you: ✅ Find a skill people will pay for ✅ Create a digital product fast ✅ Write sales page
Build Your Own ChatGPT-Style AI on Your Laptop (Beginner’s Guide)
Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 3d ago
Build Your Own ChatGPT-Style AI on Your Laptop (Beginner’s Guide)
Why This Matters Continue reading on Medium »
I Was Paying Anthropic to Read CSS Class Names
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 3d ago
I Was Paying Anthropic to Read CSS Class Names
I burned through 176 million Anthropic tokens last Wednesday. You can see the spike in the screenshot further down. Most of that was… Continue reading on Medium
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 3d ago
I built KIOKU — an OSS memory system for Claude Code
The Problem I use Claude Code every day. It's an incredible tool — but it has one major weakness. Every new session starts from zero. The project context I expl
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 3d ago
Buyer's Guide to Pick the Best LLM Gateway in 2026
TL;DR: An LLM gateway sits between your application and LLM providers, handling routing, failover, cost controls, and observability. I tested five gateways agai
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 3d ago
Best AI Gateway Tools in 2026 for Scalable LLM Applications
When you begin building with large language models, calling providers like OpenAI, Anthropic, or Google directly feels straightforward. One app, one API, one mo
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 3d ago
The Cold Start Problem: Why Your AI System Feels Useless at the Beginning (And How to Fix It…
Every AI system has a hidden weak point. Continue reading on Medium »
Deep Technical Blog: Building LLM Applications with LangChain — My Hands-On Journey Using…
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 3d ago
Deep Technical Blog: Building LLM Applications with LangChain — My Hands-On Journey Using…
By Pradnya Kate — Data Science Intern (February 2026) Continue reading on Medium »
VLM: The More You Tell it, The Less it Sees.
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 3d ago
VLM: The More You Tell it, The Less it Sees.
Defining Anchoring Bias in Visual Language Models (VLMs) & an engineer’s field notes. Continue reading on Towards AI »
VLM: The More You Tell it, The Less it Sees.
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 3d ago
VLM: The More You Tell it, The Less it Sees.
Defining Anchoring Bias in Visual Language Models (VLMs) & an engineer’s field notes. Continue reading on Towards AI »
Towards Data Science 🧠 Large Language Models ⚡ AI Lesson 3d ago
A Practical Guide to Memory for Autonomous LLM Agents
Architectures, pitfalls, and patterns that work The post A Practical Guide to Memory for Autonomous LLM Agents appeared first on Towards Data Science .
InfoQ AI/ML 🧠 Large Language Models ⚡ AI Lesson 3d ago
CNCF Warns Kubernetes Alone Is Not Enough to Secure LLM Workloads
A new blog from the Cloud Native Computing Foundation highlights a critical gap in how organizations are deploying large language models (LLMs) on Kubernetes: w
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 3d ago
GPT‑Rosalind for life sciences research
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I Used ChatGPT to Make Life Decisions for a Year - Here’s What Happened.
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 3d ago
I Used ChatGPT to Make Life Decisions for a Year - Here’s What Happened.
From British lorry driver to building a business in Vietnam, one questionable AI recommendation at a time. Continue reading on Medium »
AI Solved A Mathematical Problem That Had Stumped The World’s Best Minds For Decades
Forbes Innovation 🧠 Large Language Models ⚡ AI Lesson 3d ago
AI Solved A Mathematical Problem That Had Stumped The World’s Best Minds For Decades
GPT-5.4 Pro cracked a conjecture in number theory that had stumped generations of mathematicians, using a proof strategy that no human had ever considered.
What Is AI Memory? A Clear Guide to How AI Systems Remember
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 3d ago
What Is AI Memory? A Clear Guide to How AI Systems Remember
Introduction Continue reading on Medium »
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 3d ago
AI vs. ML vs. Deep Learning vs. Neural Networks: What’s Actually the Difference?
Everyone throws these words around. Here’s what they actually mean — and how they fit together. Continue reading on Medium »
Medium · Deep Learning 🧠 Large Language Models ⚡ AI Lesson 3d ago
AI vs. ML vs. Deep Learning vs. Neural Networks: What’s Actually the Difference?
Everyone throws these words around. Here’s what they actually mean — and how they fit together. Continue reading on Medium »
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 4d ago
Where to find accredited ChatGPT Certification courses?
As artificial intelligence continues to reshape industries, ChatGPT certifications have become a valuable way to validate your skills in prompt engineering, aut
I Spent the Morning with Claude Opus 4.7 — Here’s What It Means for PMs
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 4d ago
I Spent the Morning with Claude Opus 4.7 — Here’s What It Means for PMs
Anthropic dropped Opus 4.7 today. After a few hours pushing it through real product work, here’s the honest read. Continue reading on All About Claude »
Getting Started with LangGraph: Build a Stateful AI Agent (Not Another Prompt Chain)
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 4d ago
Getting Started with LangGraph: Build a Stateful AI Agent (Not Another Prompt Chain)
Prompt chains break the moment you need branching, retries, tools, or memory. Continue reading on Medium »
Claude Opus 4.7 vs GPT-5.4 vs Llama 4: 2026 AI Guide
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 4d ago
Claude Opus 4.7 vs GPT-5.4 vs Llama 4: 2026 AI Guide
It is April 17, 2026. Yesterday Anthropic released Claude Opus 4.7. Continue reading on Medium »
Claude Opus 4.7 vs GPT-5.4 vs Llama 4: 2026 AI Guide
Medium · Python 🧠 Large Language Models ⚡ AI Lesson 4d ago
Claude Opus 4.7 vs GPT-5.4 vs Llama 4: 2026 AI Guide
It is April 17, 2026. Yesterday Anthropic released Claude Opus 4.7. Continue reading on Medium »
Claude Opus 4.7 vs GPT-5.4 vs Llama 4: 2026 AI Guide
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 4d ago
Claude Opus 4.7 vs GPT-5.4 vs Llama 4: 2026 AI Guide
It is April 17, 2026. Yesterday Anthropic released Claude Opus 4.7. Continue reading on Medium »
Claude Is Quietly Winning the Enterprise AI War
Medium · Python 🧠 Large Language Models ⚡ AI Lesson 4d ago
Claude Is Quietly Winning the Enterprise AI War
Why the real battleground isn’t intelligence, but control Continue reading on Medium »
RAG Architectures Compared (Part 1): Naive, Advanced, and Modular RAG
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 4d ago
RAG Architectures Compared (Part 1): Naive, Advanced, and Modular RAG
Part 1 of a 2-part series. Part 2 covers Graph RAG and Agentic RAG. Continue reading on Medium »
RAG Architectures Compared (Part 1): Naive, Advanced, and Modular RAG
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 4d ago
RAG Architectures Compared (Part 1): Naive, Advanced, and Modular RAG
Part 1 of a 2-part series. Part 2 covers Graph RAG and Agentic RAG. Continue reading on Medium »
Your Brain Already Understands Embeddings — It Just Doesn’t Know It Yet
Medium · NLP 🧠 Large Language Models ⚡ AI Lesson 4d ago
Your Brain Already Understands Embeddings — It Just Doesn’t Know It Yet
At first glance, language feels linear. Just a sequence of words flowing one after another. But inside a modern AI model, words don’t live… Continue reading on
OpenAI launches GPT-Rosalind, a specialised AI model for drug discovery and life sciences research
The Next Web AI 🧠 Large Language Models ⚡ AI Lesson 4d ago
OpenAI launches GPT-Rosalind, a specialised AI model for drug discovery and life sciences research
Named after the crystallographer who helped reveal the structure of DNA, GPT-Rosalind is OpenAI’s first domain-specific model series, fine-tuned for biochemistr