Core AI

Large Language Models

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

24,378
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 4,999 reads from curated sources

Claude Changes Everything , And it’s Dangerous .
Medium · Deep Learning 🧠 Large Language Models ⚡ AI Lesson 6d ago
Claude Changes Everything , And it’s Dangerous .
Mythos is dangerous. Continue reading on Medium »
The Register 🧠 Large Language Models ⚡ AI Lesson 6d ago
Bad teacher bots can leave hidden marks on model students
Study finds LLMs will smuggle biases into others even if they're scrubbed from training data New research warns about the dangers of teaching LLMs on the output
AI Fluency for Beginners: What I Learned from Anthropic’s Course
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 6d ago
AI Fluency for Beginners: What I Learned from Anthropic’s Course
A casual, funny, no‑jargon walkthrough of the AI‑fluency lessons that finally made AI make sense. Continue reading on Medium »
Has AI Come to Us, or Have We Gone to AI?
Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 6d ago
Has AI Come to Us, or Have We Gone to AI?
Has artificial intelligence come to us, or have we gone to AI? Continue reading on Medium »
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 6d ago
LangChain Deep Dive: Building Modular LLM Applications with Python
## 1. Introduction to LangChain Continue reading on Medium »
Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 6d ago
LangChain Deep Dive: Building Modular LLM Applications with Python
## 1. Introduction to LangChain Continue reading on Medium »
Medium · Python 🧠 Large Language Models ⚡ AI Lesson 6d ago
LangChain Deep Dive: Building Modular LLM Applications with Python
## 1. Introduction to LangChain Continue reading on Medium »
Nobody Is QA Testing Their LLM Apps (That's Going to Be a Problem)
Hackernoon 🧠 Large Language Models ⚡ AI Lesson 6d ago
Nobody Is QA Testing Their LLM Apps (That's Going to Be a Problem)
AI-powered applications don't crash when they fail — they hallucinate confidently, drift silently, and get exploited in ways traditional QA was never designed t
I Found 221 Bugs in vLLM. They All Had the Same Root Cause
Hackernoon 🧠 Large Language Models ⚡ AI Lesson 6d ago
I Found 221 Bugs in vLLM. They All Had the Same Root Cause
I audited vLLM's C++ and CUDA code and found 221 places where PyTorch's 64-bit tensor metadata is silently truncated to 32-bit int before being used in GPU buff
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 6d ago
AI Image Generator Prompts: Mastering Visual AI
Quick Answer Quick Answer Writing prompts for AI image generators (like DALL-E 3, Midjourney, or Stable Diffusion) requires you to stop thinking like a writer a
Search Engine Journal 🧠 Large Language Models ⚡ AI Lesson 6d ago
The AI Slop Loop via @sejournal, @lilyraynyc
New examples show how AI search tools confidently cite fabricated SEO updates, exposing a growing risk in relying on LLM-generated information. The post The AI
RIP Commercial OCR. An Open-Source Model Just Topped Every Benchmark.
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 6d ago
RIP Commercial OCR. An Open-Source Model Just Topped Every Benchmark.
A 4B parameter model from a Brooklyn startup is beating GPT-4o and Gemini across 90 languages. Although OCR is not my domain, this one… Continue reading on Towa
2025 AI vs 2026 AI: The Shift No One Announced
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 6d ago
2025 AI vs 2026 AI: The Shift No One Announced
There was no big announcement when things changed. Continue reading on Medium »
How to Use Claude AI: From Basic Prompts to Powerful Workflows
Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 6d ago
How to Use Claude AI: From Basic Prompts to Powerful Workflows
A practical walkthrough of features, workflows, and real-world use cases Continue reading on Medium »
Google VP Warns Two AI Startup Categories Face Extinction in Sales
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 6d ago
Google VP Warns Two AI Startup Categories Face Extinction in Sales
Darren Mowry predicts doom for LLM wrappers and aggregators while pushing diverse distributed models for real sales impact Continue reading on Medium »
Google VP Warns Two AI Startup Categories Face Extinction in Sales
Medium · Startup 🧠 Large Language Models ⚡ AI Lesson 6d ago
Google VP Warns Two AI Startup Categories Face Extinction in Sales
Darren Mowry predicts doom for LLM wrappers and aggregators while pushing diverse distributed models for real sales impact Continue reading on Medium »
GoT (Graph of Thoughts) explanation
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 6d ago
GoT (Graph of Thoughts) explanation
Seminar #3 Continue reading on Medium »
My Claude API Bill Was Growing Fast — Here’s How I Cut It With Semantic Caching
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 6d ago
My Claude API Bill Was Growing Fast — Here’s How I Cut It With Semantic Caching
TL;DR: My chatbot + RAG app was making repeated, semantically similar Claude API calls — and I was paying for every single one. I built a… Continue reading on M
Local RAG: How I Turned My 10-Year PDF Archive into a Private Search Engine
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 6d ago
Local RAG: How I Turned My 10-Year PDF Archive into a Private Search Engine
I am a digital hoarder. My “Documents” folder is a graveyard of 2014 tax returns, scanned menus from restaurants that closed during the… Continue reading on Med
Andrej Karpathy’s Claude Code Skills
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 6d ago
Andrej Karpathy’s Claude Code Skills
How to create the best Claude Code skills.md? Continue reading on Data Science in Your Pocket »
Andrej Karpathy’s Claude Code Skills
Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 6d ago
Andrej Karpathy’s Claude Code Skills
How to create the best Claude Code skills.md? Continue reading on Data Science in Your Pocket »
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 6d ago
How to Use AI to Solve Doubts at 2 AM — A Student's Workflow
Blog Post 8: How to Use AI to Solve Doubts at 2 AM — A Student's Workflow SEO Title: How to Solve Doubts at 2 AM with AI | Student Study Hack Meta Description
Meet The Asian Billionaires Powering The Global AI Boom
Forbes Innovation 🧠 Large Language Models ⚡ AI Lesson 6d ago
Meet The Asian Billionaires Powering The Global AI Boom
The world’s AI advance has deep roots in Asia, as the region is home to advanced semiconductor manufacturing, rapid data center buildouts and the development of
You Feel Like You Understand — That’s Exactly the Problem
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 6d ago
You Feel Like You Understand — That’s Exactly the Problem
The Illusion of Learning Continue reading on Medium »
I Used Claude AI Every Day for 30 Days Instead of ChatGPT — Here’s What Nobody Tells You
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 6d ago
I Used Claude AI Every Day for 30 Days Instead of ChatGPT — Here’s What Nobody Tells You
ChatGPT is the tool everyone knows. Claude is the tool people quietly switch to — and never come back from. Continue reading on Medium »
I Used Claude AI Every Day for 30 Days Instead of ChatGPT — Here’s What Nobody Tells You
Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 6d ago
I Used Claude AI Every Day for 30 Days Instead of ChatGPT — Here’s What Nobody Tells You
ChatGPT is the tool everyone knows. Claude is the tool people quietly switch to — and never come back from. Continue reading on Medium »
Top AI Skills You Need in 2026
Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 6d ago
Top AI Skills You Need in 2026
The real, practical abilities separating average developers from those quietly building the future Continue reading on Artificial Intelligence in Plain English
Mastering AI: Essential Tips and Strategies for Effective Prompt Engineering — Yapay Zekayı…
Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 6d ago
Mastering AI: Essential Tips and Strategies for Effective Prompt Engineering — Yapay Zekayı…
Mastering AI: Essential Tips and Strategies for Effective Prompt Engineering Continue reading on Medium »
TinyBrain++: A Compact, Interpretable Alternative to Black-Box AI
Hackernoon 🧠 Large Language Models ⚡ AI Lesson 6d ago
TinyBrain++: A Compact, Interpretable Alternative to Black-Box AI
Large AI models cost millions, run slow, and explain nothing. TinyBrain++ is a compact alternative: 0.002s latency, 10M+ predictions/day on CPU, with human-read
Our Future With AI-And Why I Keep Changing My Mind About It
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 6d ago
Our Future With AI-And Why I Keep Changing My Mind About It
I used to think I had this figured out. The more I learn, the less certain I am — and I think that’s the right place to be. Continue reading on Medium »
SatsResearch AI | Claude API Proxy Access — From 83% Off
Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 6d ago
SatsResearch AI | Claude API Proxy Access — From 83% Off
SatsResearch AI now supports the full Claude model lineup (Opus / Sonnet), offering developers a reliable, high-value access solution. Continue reading on Mediu
Build Your Own AI Quiz Engine: A Beginner’s Guide to RAG, LangChain, and Structured Outputs
Medium · RAG 🧠 Large Language Models ⚡ AI Lesson 6d ago
Build Your Own AI Quiz Engine: A Beginner’s Guide to RAG, LangChain, and Structured Outputs
If you’ve ever tried to study for an exam by reading a 500-page textbook, you know the struggle. You highlight text until the page is… Continue reading on Mediu
Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 6d ago
Context Budget Optimization: How to Design MCP Tools That Don’t Waste Tokens
If you’re building MCP tools for Claude, you’re probably thinking about what your tools do. You should also be thinking about how much… Continue reading on Medi
llm-schema-validator: A Practical Pipeline for Schema-Guided LLM Responses
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 6d ago
llm-schema-validator: A Practical Pipeline for Schema-Guided LLM Responses
If you have shipped anything that calls an LLM and expects machine-readable JSON on the other end, you have seen the same failure modes… Continue reading on Med
RAG vs. Fine-Tuning: Which One Actually Stops Your AI From Lying?
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 6d ago
RAG vs. Fine-Tuning: Which One Actually Stops Your AI From Lying?
Here’s a conversation I keep having: A founder or tech lead excitedly tells me they’re building an AI assistant for their company. They’ve… Continue reading on
RAG vs. Fine-Tuning: Which One Actually Stops Your AI From Lying?
Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 6d ago
RAG vs. Fine-Tuning: Which One Actually Stops Your AI From Lying?
Here’s a conversation I keep having: A founder or tech lead excitedly tells me they’re building an AI assistant for their company. They’ve… Continue reading on
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 6d 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
Run LLMs on Your Laptop
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 6d ago
Run LLMs on Your Laptop
Three commands. That’s all it takes to have a fully capable large language model running locally on your machine — no internet connection… Continue reading on M
Run LLMs on Your Laptop
Medium · RAG 🧠 Large Language Models ⚡ AI Lesson 6d ago
Run LLMs on Your Laptop
Three commands. That’s all it takes to have a fully capable large language model running locally on your machine — no internet connection… Continue reading on M
Bifrost Is What Happens When LLM Infrastructure Grows Up
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 6d ago
Bifrost Is What Happens When LLM Infrastructure Grows Up
Why enterprise AI teams are moving beyond model APIs — and toward gateways built for routing, governance, and real production control Continue reading on AlgoMa
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 6d ago
Finetuning vs Prompt Engineering
As large language models (LLMs) become central to modern applications, teams face a critical decision early in development: Should we rely… Continue reading on
ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 6d ago
GoodPoint: Learning Constructive Scientific Paper Feedback from Author Responses
arXiv:2604.11924v1 Announce Type: new Abstract: While LLMs hold significant potential to transform scientific research, we advocate for their use to augment and
ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 6d ago
Narrative-Driven Paper-to-Slide Generation via ArcDeck
arXiv:2604.11969v1 Announce Type: new Abstract: We introduce ArcDeck, a multi-agent framework that formulates paper-to-slide generation as a structured narrativ
ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 6d ago
Identity as Attractor: Geometric Evidence for Persistent Agent Architecture in LLM Activation Space
arXiv:2604.12016v1 Announce Type: new Abstract: Large language models map semantically related prompts to similar internal representations -- a phenomenon inter
ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 6d ago
Memory as Metabolism: A Design for Companion Knowledge Systems
arXiv:2604.12034v1 Announce Type: new Abstract: Retrieval-Augmented Generation remains the dominant pattern for giving LLMs persistent memory, but a visible clu
ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 6d ago
LLM-HYPER: Generative CTR Modeling for Cold-Start Ad Personalization via LLM-Based Hypernetworks
arXiv:2604.12096v1 Announce Type: new Abstract: On online advertising platforms, newly introduced promotional ads face the cold-start problem, as they lack suff
ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 6d ago
The A-R Behavioral Space: Execution-Level Profiling of Tool-Using Language Model Agents in Organizational Deployment
arXiv:2604.12116v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly deployed as tool-augmented agents capable of executing system-leve
ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 6d ago
Towards Platonic Representation for Table Reasoning: A Foundation for Permutation-Invariant Retrieval
arXiv:2604.12133v1 Announce Type: new Abstract: Historical approaches to Table Representation Learning (TRL) have largely adopted the sequential paradigms of Na