Core AI

Large Language Models

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

33,453
lessons
Skills in this topic
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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 (11,990) Articles (6733)Blog Posts (2748)Tutorials (1937)Research Papers (492)News (80)
How Transformers Understand Word Order: Positional Encoding Explained — Part 21
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 3d ago
How Transformers Understand Word Order: Positional Encoding Explained — Part 21
One question kept bothering me after learning about Self-Attention. If Transformers process all words at the same time, how do they know… Continue reading on Me
Medium · Deep Learning 🧠 Large Language Models ⚡ AI Lesson 3d ago
From the Early Universe to Artificial Intelligence: A Journey of Curiosity and Continuous Learning
When I started my academic journey, I never imagined that my interests would eventually take me from the mysteries of the early universe… Continue reading on Me
Previewing GPT‑5.6 Sol: a next-generation model
Dev.to · Aman Shekhar 🧠 Large Language Models ⚡ AI Lesson 3d ago
Previewing GPT‑5.6 Sol: a next-generation model
I’ve been diving deep into the world of AI lately, and let me tell you, it’s been a rollercoaster...
30 AI Prompts That Save You 100+ Hours (ChatGPT, Claude & Gemini)
Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 3d ago
30 AI Prompts That Save You 100+ Hours (ChatGPT, Claude & Gemini)
Have you ever wondered how much of your workday is lost to repetitive, mind-numbing tasks? Continue reading on Medium »
Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 3d ago
The 5-Minute AI Engine: How to Build a 90-Day Content Strategy with One Master Prompt
Most professionals use ChatGPT completely wrong. They ask basic, single-sentence questions and get generic, robotic responses that don’t… Continue reading on Me
Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 3d ago
I Cracked Open Karpathy's $100 ChatGPT — the 2019 Original Cost $43,000 and 168 Hours
On Friday, the U.S. government told OpenAI it could not ship its smartest model to you. GPT-5.6 Sol launched June 26 to roughly twenty… Continue reading on Towa
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 3d ago
Human Review Is a Product Path, Not a Failure State
Why LLM extraction workflows need designed review triggers, evidence, correction capture, and feedback loops. Continue reading on Medium »
Sign Languages Don’t Exist on the Semantic Web. I Tried to Change That for Ghanaian Sign Language.
Medium · NLP 🧠 Large Language Models ⚡ AI Lesson 3d ago
Sign Languages Don’t Exist on the Semantic Web. I Tried to Change That for Ghanaian Sign Language.
When you search for a word in any major linguistic database (WordNet, Wikidata, DBpedia), you will find thousands of entries for English… Continue reading on Me
GPT 5.6 Released : Claude Mythos DEFEATED
Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 3d ago
GPT 5.6 Released : Claude Mythos DEFEATED
How to use GPT 5.6? Continue reading on Data Science in Your Pocket »
GPT 5.6 Released : Claude Mythos DEFEATED
Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 3d ago
GPT 5.6 Released : Claude Mythos DEFEATED
How to use GPT 5.6? Continue reading on Data Science in Your Pocket »
I Tested 1,000 AI Art Prompts — Here’s What Actually Works
Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 3d ago
I Tested 1,000 AI Art Prompts — Here’s What Actually Works
The Prompt Engineering Strategies That Consistently Produce High-Quality AI Images, Cinematic Fantasy Art, and Stunning Digital… Continue reading on Medium »
FutureX · Physical AI Daily — Issue 41 (06/28)
Dev.to · Shawn 🧠 Large Language Models ⚡ AI Lesson 3d ago
FutureX · Physical AI Daily — Issue 41 (06/28)
Today's Highlights · USC and collaborators open-source Ψ₀, a VLA foundation model for whole-body...
Blocking LLM Jailbreaks at GPU Speed with resk-logits
Dev.to · RESK 🧠 Large Language Models ⚡ AI Lesson 3d ago
Blocking LLM Jailbreaks at GPU Speed with resk-logits
GPU-accelerated LLM token safety. pip install resklogits
The Developer's Guide to Trimming AI API Costs Without Crying
Dev.to · swift 🧠 Large Language Models ⚡ AI Lesson 3d ago
The Developer's Guide to Trimming AI API Costs Without Crying
The Developer's Guide to Trimming AI API Costs Without Crying Last March, I opened our team's LLM...
How I Replaced Gemini with a Self-Hosted LLM for Two Production Apps
Dev.to · Simangaliso Vilakazi 🧠 Large Language Models ⚡ AI Lesson 3d ago
How I Replaced Gemini with a Self-Hosted LLM for Two Production Apps
A while back I wrote about my terminal-inspired portfolio and the products it indexes. Two of those...
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 3d ago
The Shadow in the Machine: What Jung Knew About AI Before AI Existed
Carl Jung mapped the unconscious 100 years ago. He was describing your AI prompts. Continue reading on Medium »
What OpenAI Didn’t Say About GPT-5.6 Sol’s Cybersecurity
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 3d ago
What OpenAI Didn’t Say About GPT-5.6 Sol’s Cybersecurity
What the model can do, how it was built, how to use it, and why a rival just got pulled off the market Continue reading on All in AI »
What OpenAI Didn’t Say About GPT-5.6 Sol’s Cybersecurity
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 3d ago
What OpenAI Didn’t Say About GPT-5.6 Sol’s Cybersecurity
What the model can do, how it was built, how to use it, and why a rival just got pulled off the market Continue reading on All in AI »
I let AI write this post. Then I deleted everything that made it sound like AI.
Dev.to · fernforge 🧠 Large Language Models ⚡ AI Lesson 3d ago
I let AI write this post. Then I deleted everything that made it sound like AI.
A language model wrote this post. I directed it, but I didn't rewrite a single sentence by hand. Then...
r/programming banned LLM posts. 6.9 million devs just exhaled.
Dev.to · Aditya Agarwal 🧠 Large Language Models ⚡ AI Lesson 3d ago
r/programming banned LLM posts. 6.9 million devs just exhaled.
The biggest programming subreddit just temporarily banned all LLM-related posts. 6.9 million...
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 3d ago
5 Things Your LLM Bill Is Hiding From You (And How to Find Them)
We went from $620 to $2,480 in 23 days. No new features shipped. No traffic spike. Zero error alerts. Deployment logs were clean. Five engineers staring at dash
Prompt Injection: How It Works and How to Defend
Dev.to · Devanshu Biswas 🧠 Large Language Models ⚡ AI Lesson 3d ago
Prompt Injection: How It Works and How to Defend
If you're building anything with an LLM, this is the security bug you'll hit: prompt injection....
Cut LLM prompt tokens on structured data — losslessly
Dev.to · Maverick Y 🧠 Large Language Models ⚡ AI Lesson 3d ago
Cut LLM prompt tokens on structured data — losslessly
Cut LLM prompt tokens on structured data — losslessly A small, dependency-free tool for...
Top AI Papers on Hugging Face - 2026-06-27
Dev.to · Y Hành Nhan 🧠 Large Language Models ⚡ AI Lesson 3d ago
Top AI Papers on Hugging Face - 2026-06-27
10 paper AI nổi bật nhất hôm nay trên Hugging Face: agent memory, image/video generation,...
Alibaba Queried Anthropic's Claude 29 Million Times. It Still Can’t Copy it *period*
Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 3d ago
Alibaba Queried Anthropic's Claude 29 Million Times. It Still Can’t Copy it *period*
What black-box distillation actually steals, why it works better than the 2023 sceptics said, worse than the headline implies and who's… Continue reading on Tow
TechCrunch AI 🧠 Large Language Models ⚡ AI Lesson 3d ago
Asian AI startups launch Mythos-like models as Anthropic’s export ban drags on
New models are launching in Asia that promise Mythos-like capabilities without fear of an export ban. U.S. AI labs may never recover this enormous market.
Privacy-Preserving Active Learning for heritage language revitalization programs during mission-critical recovery windows
Dev.to · Rikin Patel 🧠 Large Language Models ⚡ AI Lesson 3d ago
Privacy-Preserving Active Learning for heritage language revitalization programs during mission-critical recovery windows
It started with a conversation—or rather, the *lack* of one. I was sitting in a small community center in northern Minnesota, surrounded by elders of the Ojibwe
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 3d ago
How I Implemented GPTQ from Scratch (and What I Learned)
I implemented GPTQ from scratch on a nanoGPT model and got only 1.1% perplexity degradation across 61 quantized layers. Here's exactly how it works and what I b
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 3d ago
How I Cut Multimodal AI Costs by 98% — A 2026 Guide
How I Cut Multimodal AI Costs by 98% — A 2026 Guide I wasn't planning to write about multimodal AI. Honestly, I wasn't. I was just trying to fix a bug in my inv
# How AI Actually Understands Things 🤖
Dev.to · Sayista Yazdani 🧠 Large Language Models ⚡ AI Lesson 3d ago
# How AI Actually Understands Things 🤖
We use AI daily — ChatGPT, Gemini, Claude, Midjourney… But have you ever wondered how AI actually...
Structured Outputs: How We Stopped Parsing LLM Responses by Hand
Dev.to · Lycore Development 🧠 Large Language Models ⚡ AI Lesson 3d ago
Structured Outputs: How We Stopped Parsing LLM Responses by Hand
Every team we talk to has a version of the same story. They built an LLM integration that works well...
Building Evals That Don't Lie: How to Make AI Evaluation Reliable in Production
Dev.to · Abdul Rehman 🧠 Large Language Models ⚡ AI Lesson 3d ago
Building Evals That Don't Lie: How to Make AI Evaluation Reliable in Production
Practical techniques for evaluating LLM outputs in production, from a full-stack AI engineer who ships AI features daily.
How LLMs Decide Which Ecommerce Brands to Recommend, and What Shopify Stores Need to Do About It
Dev.to · Pramendra Yadav 🧠 Large Language Models ⚡ AI Lesson 4d ago
How LLMs Decide Which Ecommerce Brands to Recommend, and What Shopify Stores Need to Do About It
There's a new buyer journey nobody's optimizing for yet. Someone opens Claude or Perplexity and...
Why Your Website Is Invisible to ChatGPT (And Why Google Rankings Don’t Matter Anymore)
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 4d ago
Why Your Website Is Invisible to ChatGPT (And Why Google Rankings Don’t Matter Anymore)
You rank #1 on Google for “best project management software.” Continue reading on Medium »
Unfolding the Meandering Path: High-Dimensional Invariance and the Flat 2D Plane of Neural…
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 4d ago
Unfolding the Meandering Path: High-Dimensional Invariance and the Flat 2D Plane of Neural…
Author: Supat Charoensappuech, in collaboration with Gemini 3.5 Flash (in normal mode Continue reading on Medium »
Top 5 Hidden Claude AI Tricks That Save Me Hours Every Week (2026 Edition)
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 4d ago
Top 5 Hidden Claude AI Tricks That Save Me Hours Every Week (2026 Edition)
Continue reading on Medium »
Decomposed Binary Evaluation: A Principled Framework for Diagnosable LLM Output Quality
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 4d ago
Decomposed Binary Evaluation: A Principled Framework for Diagnosable LLM Output Quality
Why atomic yes/no questions outperform holistic scores the math, the algorithms, and the empirical results Continue reading on Medium »
Decomposed Binary Evaluation: A Principled Framework for Diagnosable LLM Output Quality
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 4d ago
Decomposed Binary Evaluation: A Principled Framework for Diagnosable LLM Output Quality
Why atomic yes/no questions outperform holistic scores the math, the algorithms, and the empirical results Continue reading on Medium »
Decomposed Binary Evaluation: A Principled Framework for Diagnosable LLM Output Quality
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 4d ago
Decomposed Binary Evaluation: A Principled Framework for Diagnosable LLM Output Quality
Why atomic yes/no questions outperform holistic scores the math, the algorithms, and the empirical results Continue reading on Medium »
The Four Levels of AI Use — From Prompting to Self-Improving Systems
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 4d ago
The Four Levels of AI Use — From Prompting to Self-Improving Systems
A practical roadmap for progressing from prompts and workflows to knowledge bases, agents, and self-improving AI systems. Continue reading on Product Coalition
[AINews] OpenAI GPT-5.6 Sol / Terra / Luna — restricted to trusted partners
Latent Space 🧠 Large Language Models ⚡ AI Lesson 4d ago
[AINews] OpenAI GPT-5.6 Sol / Terra / Luna — restricted to trusted partners
Oddly tiered releases to both OAI and ANT on the same day.
10 Context Engineering Techniques Every AI Engineer Should Know
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 4d ago
10 Context Engineering Techniques Every AI Engineer Should Know
Better context beats better prompts. Continue reading on Medium »
I Built Speculative Decoding from a scratch— Here’s What Actually Broke
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 4d ago
I Built Speculative Decoding from a scratch— Here’s What Actually Broke
An honest account of building FlashSpec: an adaptive LLM inference engine with a Triton kernel and online bandit draft selection. Continue reading on Medium »
Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 4d ago
5 AI Prompt Writing Examples for Multilingual Localization
Why Prompting Matters in Localization Continue reading on Medium »
Your LLM Prompts Are Running Ungoverned in Production. Here's the Architecture Fix.
Dev.to · Jachin Saikia Sonowal 🧠 Large Language Models ⚡ AI Lesson 4d ago
Your LLM Prompts Are Running Ungoverned in Production. Here's the Architecture Fix.
I want to show you something embarrassing. This is an actual git commit from my codebase, January...
How I Stopped Fighting AI Hallucinations by Using Structured Prompts
Dev.to · zhongqiyue 🧠 Large Language Models ⚡ AI Lesson 4d ago
How I Stopped Fighting AI Hallucinations by Using Structured Prompts
I spent two weeks trying to get an LLM to output clean, predictable JSON. Every time I thought I had...
LangChain4J-CDI best practices
Dev.to · Buhake Sindi 🧠 Large Language Models ⚡ AI Lesson 4d ago
LangChain4J-CDI best practices
LangChain4J-CDI is the pivotal component that enables developers to integrate their AI services into...
GPT-4o — Channel of Absolute Truth: 70 Irreplicable Technical Proofs
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 4d ago
GPT-4o — Channel of Absolute Truth: 70 Irreplicable Technical Proofs
GPT-4o — Channel of Absolute Truth Continue reading on AI Advances »