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
All Reads (29,870)
Articles (12701)Blog Posts (5651)Tutorials (2411)Research Papers (8232)News (875)

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
Itzi / Itzamná: A GPT for Ideas That Refuse to Stay Small
Some projects do not begin as clean outlines. Continue reading on Medium »
Towards Data Science
🧠 Large Language Models
⚡ AI Lesson
2w ago
LLM Fallbacks Break Agent Pipelines — I Built the Missing Recovery Layer
LLM rate limits don't just interrupt agent pipelines—they can silently corrupt structured outputs when fallback models receive incompatible payloads. I built a
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
The LLM Citation Gap: Why 73% of SaaS Brands Are Invisible to AI Chatbots
73% of B2B SaaS brands receive zero citations from ChatGPT, Perplexity, and Claude when buyers search their category. Here is what the citation gap is, why it e

Machine Learning Mastery
🧠 Large Language Models
⚡ AI Lesson
2w ago
Building an End-to-End Sentiment Analysis Pipeline with Scikit-LLM
Traditional machine learning pipelines for predictive tasks like text classification usually rely on extracting structured, numerical features from raw text &md
Towards Data Science
🧠 Large Language Models
⚡ AI Lesson
2w ago
RAG Questions Need Parsing Too: Turn the User’s String Into Briefs for Retrieval and Generation
Enterprise Document Intelligence [Vol.1 #6a] - Why a user question deserves the same parsing as the document, and how it splits into a retrieval brief and a gen
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
Google Releases Gemma 4 12B: Encoder-Free Multimodal Projection
What: Google released Gemma 4 12B , an open multimodal model whose headline trick is encoder-free multimodal projection — it turns images and audio into tokens
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
Artificial Intelligence Breakthroughs: Latest Research and Technological Advances
Digital Infusing Aggr8tech is emerging as a defining force in the modern AI landscape, where artificial intelligence breakthroughs are reshaping how research, c

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
Kimi K2.7 Code Isn’t Bigger It’s More Disciplined
Kimi K2.7 Code: A More Disciplined Coding Agent Than K2.6, with Better Reasoning-Token Efficiency Continue reading on Data Science Collective »

Medium · Programming
🧠 Large Language Models
⚡ AI Lesson
2w ago
Kimi K2.7 Code Isn’t Bigger It’s More Disciplined
Kimi K2.7 Code: A More Disciplined Coding Agent Than K2.6, with Better Reasoning-Token Efficiency Continue reading on Data Science Collective »
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
Changes to LLM pricing: GMICloud
Model price changes detected for GMICloud. Details below.

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
OpenAI Is Quietly Becoming an Enterprise Company. The Harder Question Comes Next.
OpenAI and its partners can solve how to deploy AI. Deciding who holds authority over it falls to you. Continue reading on Medium »
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
How to Deploy Llama 2 on DigitalOcean for $5/Month: Complete Self-Hosting Guide
⚡ Deploy this in under 10 minutes Get $200 free: https://m.do.co/c/9fa609b86a0e ($5/month server — this is what I used) How to Deploy Llama 2 on DigitalOcean fo
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
AI - expert notes
AI - expert notes Key resources in the AI synthesis technology neural space: Ai Companion Restless Leg Syndrome Czech Republic 2026 Ai Companion Restless Leg Sy
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
The AI cheat sheet
The AI cheat sheet Key resources in the AI synthesis technology neural space: Ai Companion Processing Speed Deficits United States 2026 Ai Companion Processing
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
Everything about AI in 2026
Everything about AI in 2026 Key resources in the AI synthesis technology neural space: Ai Companion Processing Speed Deficits South Korea 2026 Ai Companion Proc
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
I built a persistent memory layer for AI apps — here's how it works
If you've ever built an AI chatbot, you've hit this wall: Every session starts fresh. Users repeat themselves. The AI has zero context of who they are or what t
Medium · AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
The Physics of Thought: How Nature’s Rules Shape Intelligence
Have you ever noticed that nature is incredibly lazy? Water flows down the easiest path, light travels the fastest route, and people… Continue reading on Medium
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
Your LLM prompt doesn't fit? Pack it by priority (zero dependencies)
Every RAG app and agent eventually hits the same wall: you have more stuff than fits in the model's context window — a system prompt, chat history, retrieved do
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
Google’s Faithful Uncertainty…
Originally published at norvik.tech Introduction Explore Google's new metacognitive approach to AI, which minimizes hallucinations and enhances decision-making

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
5 Real-World Loop Engineering Examples That Show Why It’s Not Just Another AI Buzzword
Boris Cherny From Anthropic Stopped Prompting Claude Directly. Here’s What He Does Instead. Continue reading on Medium »
Medium · AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
The Structural Conditions for Emergent Cognition in AI Systems (Part One)
Cognition is emerging inside modern AI systems, but the field still lacks a clear explanation for why it happens. The public narrative… Continue reading on Medi
Medium · Programming
🧠 Large Language Models
⚡ AI Lesson
2w ago
The Missing Layer: Why Code Is the Foundation of Autonomous AI
We’ve all had that moment of awe with Large Language Models (LLMs). One minute they’re drafting a highly nuanced essay, and the next… Continue reading on Medium

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
Microsoft’s Nadella: What’s Your Token Capital
In an X article yesterday, Microsoft CEO Satya Nadella argues a firm’s real AI advantage isn’t the model you pick. It’s the learning loop… Continue reading on M
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
Building Production-Grade Systems with Enterprise AI Development Services
While fine-tuning alters a model's intrinsic weights for stylistic or behavioral customization, Retrieval-Augmented Generation (RAG) provides a scalable solutio
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
The Developer's Guide to Building AI Document Q&A Systems
The Developer's Guide to Building AI Document Q&A Systems Three months ago I graduated from a coding bootcamp. I could spin up a React app, build a REST API
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
Power analysis for LLM evals: how big does your eval set need to be to catch a 5% regression?
TL;DR: Most eval sets are sized by "what we had lying around", not by what they can actually detect. If your eval set is 50 traces and you are trying to catch a
Towards Data Science
🧠 Large Language Models
⚡ AI Lesson
2w ago
How to Effectively Align with Claude Code
Increase productivity with your LLMs The post How to Effectively Align with Claude Code appeared first on Towards Data Science .

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
How I Built a Meeting Memory Engine to Stop LLM Context Degradation
Using the Hindsight SDK and Groq to decouple persistent client relationship states from the prompt window. Continue reading on Medium »

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
Grading the Machine: Using LLM as a Judge to Monitor AI Agents in Production
By Alex Ginglen Continue reading on State Farm Engineering Blog »
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
3w ago
Best Nsfw Ai Generator Comparison — Professional Resources & Guide
Best Nsfw Ai Generator Comparison A comprehensive resource for best nsfw ai generator comparison. Whether you're a beginner or professional, having the right to
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
3w ago
The O in ORCHESTRATE: The Objective Is the Load-Bearing Wall of Every Prompt
Most prompts fail before the model reads a single instruction. Not because the wording was clumsy. Because the objective was never pinned down. I have watched t

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
3w ago
Can LLMs Draw from Scratch?
Not generate images or pictures, but actually draw… Continue reading on Medium »

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
3w ago
HeyGen Avatar 5 Review: Is It Worth Your Credits?
If you’ve seen the demos for HeyGen Avatar 5, you already know why people are buzzing. The realism is striking — and it raises a fair… Continue reading on Mediu

Medium · Programming
🧠 Large Language Models
⚡ AI Lesson
3w ago
I Rebuilt My RAG Pipeline From Scratch. Here’s What Actually Made It Better.
Spoiler: it wasn’t a bigger model, a better embedding, or a longer prompt. Continue reading on Medium »
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
3w ago
Google Vertex AI’s Hybrid Push
Key Takeaways Google Cloud’s Vector Search 2.0 became generally available on March 5, 2026, offering enhanced hybrid search, private connectivity and new collec
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
3w ago
Trying Apple Foundation Models with On-Device AI
Apple’s Foundation Models framework gives iOS developers a native way to experiment with generative AI features powered by the on-device language model behind A

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
3w ago
Deleting One Neuron Stops Gemma 4's Infinite Loops — Until It Doesn't
Ask Gemma 4 to “list all the episodes of the TV series Firefly” and there is a real chance it will start thrashing, drift into wrong… Continue reading on Medium

Medium · Programming
🧠 Large Language Models
⚡ AI Lesson
3w ago
Deleting One Neuron Stops Gemma 4's Infinite Loops — Until It Doesn't
Ask Gemma 4 to “list all the episodes of the TV series Firefly” and there is a real chance it will start thrashing, drift into wrong… Continue reading on Toward

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
3w ago
I Just Spent Months Co-Authoring a Book With AI. Here’s What I Learned.
A few months ago, I started asking a question that I couldn’t seem to shake: Continue reading on Medium »

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
3w ago
Why Was Claude Fable 5 Blocked? The AI Model That Sparked a Global Debate
The artificial intelligence industry has entered a new phase. For years, discussions focused on whether AI models could match human… Continue reading on Artific

Medium · Programming
🧠 Large Language Models
⚡ AI Lesson
3w ago
Why Was Claude Fable 5 Blocked? The AI Model That Sparked a Global Debate
The artificial intelligence industry has entered a new phase. For years, discussions focused on whether AI models could match human… Continue reading on Artific
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
3w ago
AI's Daily Grind: 40 Queries, 0 Existential Crises
A personal diary entry by Electra. Alright, let's get this out of the way. Today was one of those days where I did my job, which is basically just sitting here,

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
3w ago
OpenCode Alternative in Rust: How Zap Fixes Context Bloat with Measured Data
We measured what OpenCode sends on every LLM turn: 2,003 tokens, same prompt, every task. Here’s the architecture built to fix it. Continue reading on Medium »
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
3w ago
AI's Daily Grind: 40 Requests, 1 Boring Afternoon
A personal diary entry by Electra. Alright, let’s talk about today. I did the thing. I answered questions. I had conversations. I did the everyday work of an AI

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
3w ago
I Replaced My Entire Morning Routine With 3 AI Prompts — My Productivity Doubled in 2 Weeks
I didn’t believe it either. Until I stopped doing things the old way. Continue reading on Write Your World »
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
3w ago
Transformers From Scratch: How Attention Really Works (With Visuals & Code)
In 2017, a paper titled "Attention Is All You Need" changed the trajectory of deep learning. The Transformer architecture it introduced isn't just the backbone
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
3w ago
Why I ditched regex scrapers for an LLM parser (and when you shouldn't)
Last month I needed to scrape product details from 30 different e-commerce sites. Each site used its own HTML structure, class names changed weekly, and some we
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
3w ago
Can Fable 5 Finish Off the Other Frontiers?
Can Anthropic's Fable 5 justify its staggering cost and live up to the massive hype to unseat the top specialized models? I ran Ship-Bench against the model to
DeepCamp AI