Core AI
Large Language Models
Deep dives into GPT, Claude, Gemini, Llama and the transformers powering modern AI
Skills in this topic
5 skills — Sign in to track your progress
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 4,983 reads from curated sources

Medium · Machine Learning
🧠 Large Language Models
⚡ AI Lesson
5d ago
Build Your Own ChatGPT Replica in 45 Minutes: A Step-by-Step Guide
Welcome to this guide on building your very own custom AI assistant! Continue reading on Medium »

Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
5d ago
Understanding Core LLM Concepts: A Beginner-Friendly Guide
If you’ve recently started exploring AI, especially Large Language Models (LLMs), you’ve probably come across terms like tokens, context… Continue reading on Me

Medium · NLP
🧠 Large Language Models
⚡ AI Lesson
5d ago
The Papers That Taught Machines to Comprehend
And why the future is essentially, multimodal. Continue reading on Medium »

Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
5d ago
The Papers That Taught Machines to Comprehend
And why the future is essentially, multimodal. Continue reading on Medium »
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
5d ago
Time Relative to Clock Speed & Persistent AI
What Happens If We Build a Persistent AI Mind? Einstein once said something like: two minutes with a pretty girl feels like nothing, but two minutes with your h
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
5d ago
What I Learned Building an MCP Server for a 130K-Node Knowledge Graph
I built a Model Context Protocol server that lets Claude query a knowledge graph with 130,000+ nodes. Here's what I learned — the parts the tutorials skip. The

Medium · Machine Learning
🧠 Large Language Models
⚡ AI Lesson
5d ago
The Asymmetric Efficiency Manifesto: Why Vector RAG is a Dead End for Corporate Memory
How we shattered the SOTA memory benchmarks by ditching stochastic vectors for a deterministic graph. Continue reading on Medium »

Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
5d ago
Part 1: The Custodial Shift — The Knowledge Custodian
AI is not replacing experts, but it is transforming what it means to be one. Are we ready for this? Continue reading on Medium »
Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
5d ago
What happens when AI-generated outputs become the training data for future AI systems?
This is no longer a theoretical concern. With the explosion of AI-generated content — text, code, images, decisions, and logs — there is… Continue reading on Me

Medium · Machine Learning
🧠 Large Language Models
⚡ AI Lesson
5d ago
Microsoft’s New Method Cuts Reasoning Model Memory by 3x — Here’s How It Actually Works
MEMENTO: Teaching LLMs to take notes on their own thinking Continue reading on Towards AI »

Medium · Machine Learning
🧠 Large Language Models
⚡ AI Lesson
5d ago
How AI gets smarter when you push back
Every time you correct an AI output, you’re doing something valuable. Continue reading on Medium »
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
5d ago
Why Your SaaS Needs llms.txt: A Practical Guide with Real Traffic Data
If you run a SaaS or any product with a public website, there is a small text file you should ship this week. It costs nothing, takes an hour, and — in my case
Medium · ChatGPT
🧠 Large Language Models
⚡ AI Lesson
5d ago
7 ChatGPT Prompts So Good They Feel Illegal to Know
I’ve tested hundreds. These 7 changed how I work forever. Continue reading on Medium »
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
5d 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
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
5d ago
Local Inference Breakthrough: 1-bit Bonsai WebGPU, Ollama Multi-Agent & Gemma4 26B
Local Inference Breakthrough: 1-bit Bonsai WebGPU, Ollama Multi-Agent & Gemma4 26B Today's Highlights Today's highlights feature a 1-bit Bonsai model runnin
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
5d ago
Cloud AI APIs vs. Self-Hosted LLMs: When an Old Phone Beats GPT-4
A Reddit post recently caught my eye — someone turned a Xiaomi 12 Pro into a 24/7 headless AI server running Ollama with a quantized Gemma model on a Snapdragon
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
5d ago
The first time my AI bill scared me into building TokenBar
A few months ago I opened my AI bill and did the dumb double-take every solo dev knows. Not because I had a huge team. Because the cost was invisible while I wa

Medium · NLP
🧠 Large Language Models
⚡ AI Lesson
5d ago
Synthetic Identity Engineering: The Missing Layer in AI Training Data
There’s a concept we’ve started using internally that doesn’t seem to exist yet in the standard vocabulary of AI development. Continue reading on Medium »
Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
5d ago
The Tool and the Thinking — on LLMs, merit, and what we owe the work
Software development and philosophy: more in common than you think Continue reading on Medium »
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
5d ago
I Spent 40 Hours Building AI Prompts for Competitive Intelligence — Here's What Actually Works
I Spent 40 Hours Building AI Prompts for Competitive Intelligence — Here's What Actually Works I run competitive intelligence for SaaS founders. Every week I pr
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
5d ago
Why We Built AutoBot: The WordPress of AI
Three years ago I started building AutoBot because I was tired of renting my own intelligence. Every AI tool I used followed the same playbook: send your data t

Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
5d ago
The Art of Guessing Fast: Speculative Decoding & Speculative Speculative Decoding
From tokens to Saguaro, a beginner-to-expert guide to the most clever inference trick in LLMs right now ; Based on: Leviathan et al. Continue reading on Medium

Medium · Deep Learning
🧠 Large Language Models
⚡ AI Lesson
5d ago
Observations of Bing and Google Bots in Sparse Semantic Domains
By Mitchell D. McPhetridge Continue reading on Medium »
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
5d 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 · LLM
🧠 Large Language Models
⚡ AI Lesson
5d ago
Obsidian, Wikis, and Agentic RAG: Which Knowledge Base Gives You the Edge?
The era of “just chunk it and dump it into a vector database” is over. Continue reading on Medium »

Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
5d ago
The AI We Deserve: Claude Saying “No” Is the Most Human Thing a Machine Has Ever Done
What we got in Claude is an LLM that, in some functional sense, developed a point of view. Continue reading on Write A Catalyst »

Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
5d ago
Deep Dive into LangChain: Architecture, Components, and Building LLM Applications
1. Introduction to LangChain Continue reading on Medium »
Medium · NLP
🧠 Large Language Models
⚡ AI Lesson
5d ago
I Tested 3 Biases in LLM-as-a-Judge. The Confidence Bias Result Was Alarming.
When building an AI evaluation pipeline, most practitioners focus on whether the judge model is accurate. Few ask whether it is fair. Continue reading on Medium

Medium · RAG
🧠 Large Language Models
⚡ AI Lesson
5d ago
Low-Resource Code Generation with Long-Context LLM and Retrieval Augmented Retrieval
By: Wilton Lam Continue reading on Medium »

Medium · ChatGPT
🧠 Large Language Models
⚡ AI Lesson
5d ago
The Most Interesting Ways People Use AI
How AI is Shaping Society — Sociology and Psychology Continue reading on Medium »
Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
5d ago
Building a Voice-Controlled AI Agent Architecture and Challenges
How I built an end-to-end voice command system using Groq, Llama 3.3, and mem0 — from speech to action in under 2 seconds. Continue reading on Medium »

Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
5d ago
From Development to Production: Why LLM Evaluations & Observability Matter
Part 1: The mindset…
Before I was a software engineer, I was a nurse, pre- and post-operative cardiac, internal medicine, and emergency. In those settings, you… Continue reading on
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

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 »
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 »

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

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

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

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 »

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 »

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 »

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 »
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