Core AI

Large Language Models

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

24,438
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 5,051 reads from curated sources

TechCrunch AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
At the HumanX conference, everyone was talking about Claude
Anthropic was the star of the show at San Francisco's AI-centric conference.
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
🚀 How to Save Tokens in Claude (Without Sacrificing Output Quality)
If you're using Claude regularly, you’ve probably noticed one thing: 👉 Tokens disappear FAST. Whether you're building apps, generating content, or running prom
Over Two Decades of Handwriting, One Local Language Model, and an OCR Problem
Medium · NLP 🧠 Large Language Models ⚡ AI Lesson 1w ago
Over Two Decades of Handwriting, One Local Language Model, and an OCR Problem
On building a personal AI from a physical diary archive — and why the hardest part of the pipeline isn’t the model Continue reading on Medium »
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
LLM Wiki Skill: Build a Second Brain With Claude Code and Obsidian
Andrej Karpathy published an LLM Wiki gist last week. 5,000+ stars. Nearly 3,000 forks. The idea: instead of retrieving documents every time you ask a question,
I Got Tired of Writing Cover Letters, So I Built an AI That Does It For Me
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
I Got Tired of Writing Cover Letters, So I Built an AI That Does It For Me
And it doesn’t sound like AI wrote it. Continue reading on Medium »
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1w ago
The Last Person Who Could Think
What happens when an entire generation outsources its brain to AI and never asks for it back ??? Continue reading on Medium »
Designing LLM-Powered Applications with LangChain: From Concept to Code
Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 1w ago
Designing LLM-Powered Applications with LangChain: From Concept to Code
1. Introduction to LangChain Continue reading on Medium »
Designing LLM-Powered Applications with LangChain: From Concept to Code
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1w ago
Designing LLM-Powered Applications with LangChain: From Concept to Code
1. Introduction to LangChain Continue reading on Medium »
The Unintentional Data Labelers: How Every Prompt You Write Is Training Your Replacement
Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 1w ago
The Unintentional Data Labelers: How Every Prompt You Write Is Training Your Replacement
You sit at your keyboard, crafting a prompt. You’re proud of it. It’s specific, efficient, perfectly tuned to the model’s quirks. You hit… Continue reading on M
DAG vs LLM: Rethinking Orchestration in AI Systems
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1w ago
DAG vs LLM: Rethinking Orchestration in AI Systems
The popular myth is that LLMs can do it all- reasoning + workflow by simply putting the complete context on the model along with the input… Continue reading on
The Register 🧠 Large Language Models ⚡ AI Lesson 1w ago
Growing void between enterprise and frontier AI puts open weights models in the spotlight
Most customers don't need the biggest baddest models, just ones that work, are cheap, and won't pirate their proprietary data FEATURE Spring has sprung and that
Deep Technical Blog on LangChain: Building Modular LLM Applications
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1w ago
Deep Technical Blog on LangChain: Building Modular LLM Applications
Introduction to LangChain Continue reading on Medium »
Deep Technical Blog on LangChain: Building Modular LLM Applications
Medium · Python 🧠 Large Language Models ⚡ AI Lesson 1w ago
Deep Technical Blog on LangChain: Building Modular LLM Applications
Introduction to LangChain Continue reading on Medium »
Why Everything You Write With ChatGPT Sounds The Same (And How To Fix It)
Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 1w ago
Why Everything You Write With ChatGPT Sounds The Same (And How To Fix It)
You know the exact feeling. You spend twenty minutes meticulously crafting what you think is a perfectly detailed prompt. You hit enter… Continue reading on Med
Medium · Python 🧠 Large Language Models ⚡ AI Lesson 1w ago
Building a Voice-Controlled Local AI Agent: My Journey with Streamlit, Whisper, and Llama 3
Voice interfaces are now within reach for everyone, not just big tech companies. With the rise of accessible Large Language Models (LLMs)… Continue reading on M
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
Big Tech firms are accelerating AI investments and integration, while regulators and companies focus on safety and responsible adoption.
The AI landscape is experiencing unprecedented growth and transformation. This post delves into the key developments shaping the future of artificial intelligen
Ep.4 | AI Tracker × Claude: “There I Go Again — Making Excuses”
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1w ago
Ep.4 | AI Tracker × Claude: “There I Go Again — Making Excuses”
The pattern has been named and documented. This episode: supplementary conversations conducted while preparing the blog —… Continue reading on Medium »
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
What is llms.ljson and why eCommerce needs it
AI assistants don't read your website the way customers do. They need structured, machine-readable data — and that's exactly what llms.ljson provides. If you al
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
Building an AI Chatbot That Learns From Human Edits (Not Just Feedback)
AI is getting smarter every day. But somehow, it still feels… a little empty. It can answer questions. It can summarize books. It can even write code better tha
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
Big Tech firms are accelerating AI investments and integration, while regulators and companies focus on safety and responsible adoption.
The AI landscape is experiencing unprecedented growth and transformation. This post delves into the key developments shaping the future of artificial intelligen
Can a Chatbot Contradict Itself and Still Sound Smart?
Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 1w ago
Can a Chatbot Contradict Itself and Still Sound Smart?
co-author: Rajashikdatta Continue reading on Medium »
GLM-5.1 Released: The MIT-Licensed Open Source King That Topped SWE-Bench Pro
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
GLM-5.1 Released: The MIT-Licensed Open Source King That Topped SWE-Bench Pro
GLM-5.1 Released: The End of “Vibe Coding” and the Rise of the 8-Hour Agent Continue reading on Medium »
Neuro-Symbolic AI Gains Needed Street Cred After Fluky Leak Of Anthropic Claude Code Components
Forbes Innovation 🧠 Large Language Models ⚡ AI Lesson 1w ago
Neuro-Symbolic AI Gains Needed Street Cred After Fluky Leak Of Anthropic Claude Code Components
Unintentional leak of internal portions of Anthropic Claude Code has raised renewed debate about neuro-symbolic AI. I explain the controversy. An AI Insider sco
Medium · Deep Learning 🧠 Large Language Models ⚡ AI Lesson 1w ago
Demystifying AI: From First Principles to Future Fears
The Core Truth AI isn’t magic or consciousness — it’s massive-scale pattern matching using mathematical functions with billions of… Continue reading on Medium »
Claude Code’s /ultraplan Is the Feature That Was Hiding in 512,000 Lines of Leaked Code
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1w ago
Claude Code’s /ultraplan Is the Feature That Was Hiding in 512,000 Lines of Leaked Code
Anthropic just shipped the first major feature that security researchers spotted weeks ago in its accidentally exposed source code. And it… Continue reading on
I Built a Voice-Controlled AI Agent That Writes Code, Manages Files, and Talks Back — Here’s How
Medium · RAG 🧠 Large Language Models ⚡ AI Lesson 1w ago
I Built a Voice-Controlled AI Agent That Writes Code, Manages Files, and Talks Back — Here’s How
How I combined LangGraph, Groq, FastAPI, and Streamlit into a multimodal AI agent — and the real engineering problems I had to solve along… Continue reading on
Mastering LLM Orchestration: A Deep Dive into the LangChain Framework
Medium · Python 🧠 Large Language Models ⚡ AI Lesson 1w ago
Mastering LLM Orchestration: A Deep Dive into the LangChain Framework
By: Rajeev Rathore Agentic AI Intern at Innomatics Research Labs | B.Tech (CSE) Student. Continue reading on Medium »
Ontology Research Since 2000: From the Semantic Web Dream to the Age of Knowledge Graphs and LLMs
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1w ago
Ontology Research Since 2000: From the Semantic Web Dream to the Age of Knowledge Graphs and LLMs
Why ontology still matters in a world obsessed with data, AI, and language models Continue reading on Medium »
From “Hello World” to “Hello Human”: My NLP Journey Begins
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1w ago
From “Hello World” to “Hello Human”: My NLP Journey Begins
For a long time, my interaction with computers was limited to rigid code and logic. I spoke “Python”, and the machine followed orders. But… Continue reading on
From “Hello World” to “Hello Human”: My NLP Journey Begins
Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 1w ago
From “Hello World” to “Hello Human”: My NLP Journey Begins
For a long time, my interaction with computers was limited to rigid code and logic. I spoke “Python”, and the machine followed orders. But… Continue reading on
From “Hello World” to “Hello Human”: My NLP Journey Begins
Medium · NLP 🧠 Large Language Models ⚡ AI Lesson 1w ago
From “Hello World” to “Hello Human”: My NLP Journey Begins
For a long time, my interaction with computers was limited to rigid code and logic. I spoke “Python”, and the machine followed orders. But… Continue reading on
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
Big Tech firms are accelerating AI investments and integration, while regulators and companies focus on safety and responsible adoption.
The AI landscape is experiencing unprecedented growth and transformation. This post delves into the key developments shaping the future of artificial intelligen
Medium · NLP 🧠 Large Language Models ⚡ AI Lesson 1w ago
Mastering LangChain: A Deep Technical Guide to Building LLM-Powered Applications
1. Introduction to LangChain Continue reading on Medium »
The Geometry of Meaning: How Embeddings Power Modern AI
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1w ago
The Geometry of Meaning: How Embeddings Power Modern AI
In the era of Generative AI, machines don’t interpret language the way humans do. There is no inherent understanding of words, tone, or… Continue reading on Med
If it walks like a human and talks like a human, it’s maybe not a human?
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1w ago
If it walks like a human and talks like a human, it’s maybe not a human?
About LLMs ability to pass the Turing test and what it means? Continue reading on Medium »
Language, Meaning, and the Machine
 Why Wittgenstein matters more as AI begins to speak more…
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
Language, Meaning, and the Machine Why Wittgenstein matters more as AI begins to speak more…
The more time I have spent writing, and reflecting on exchanges where a few words can carry far more than their literal sense, the more… Continue reading on Med
Vane (Perplexica 2.0) Quickstart With Ollama and llama.cpp
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1w ago
Vane (Perplexica 2.0) Quickstart With Ollama and llama.cpp
Vane is one of the more pragmatic entries in the “AI search with citations” space: a self-hosted answering engine that mixes live web… Continue reading on Mediu
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1w ago
Limits of AI, Human Thinking, and the Question of Perfection
I was watching one of the YouTube video titled “Why AI can never escape Turing’s 1936 Proof”. Here is the insight I gained through it. Continue reading on Mediu
Chat2Find Publishes 255M+ Token Sri Lankan Trilingual AI Corpus on Hugging Face and LankaData
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1w ago
Chat2Find Publishes 255M+ Token Sri Lankan Trilingual AI Corpus on Hugging Face and LankaData
COLOMBO, Sri Lanka LankaData has announced the public release of the Chat2Find Corpus, a major trilingual conversational dataset, marking… Continue reading on M
Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 1w ago
Deep Dive into LangChain: Building Modular LLM Applications from Scratch
Introduction to LangChain Continue reading on Medium »
LLM Internals Series
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1w ago
LLM Internals Series
In this blog, we will learn about the LLM Internals series — a complete learning path that takes us through every major concept inside a… Continue reading on Me
LLM Internals Series
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1w ago
LLM Internals Series
In this blog, we will learn about the LLM Internals series — a complete learning path that takes us through every major concept inside a… Continue reading on Me
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
🧠 Stop Letting Your AI Forget: MemPalace is a Wake-Up Call
Most AI systems today are stateless by design. That’s not a feature — it’s a limitation. Context disappears Decisions are lost Knowledge doesn’t accumulate We’v
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3DUnderstanding, Generation, and Instruction Following
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
AI on the Couch: Why Anthropic Sent Claude to a Psychiatrist
Why Anthropic Put Its LLM on the Therapist's Couch We’ve seen AI models trained on massive datasets of code, literature, and Reddit threads. But Anthropic just
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1w ago
Word2Vec Explained: How Machines Finally Learned the Meaning of Words
The 2013 Google paper that changed NLP forever Continue reading on Medium »
Google Sequential Attention Approximates Full Transformer Attention Sequentially with Huge…
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1w ago
Google Sequential Attention Approximates Full Transformer Attention Sequentially with Huge…
This technique slashes memory and compute costs for AI models while matching accuracy and questions the push toward ever larger… Continue reading on Medium »
Transformers through the lens of an Immunologist
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1w ago
Transformers through the lens of an Immunologist
Conceptual models of how I think transformers work. Probably wrong, but still intriguing? Let me know! Continue reading on Medium »