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⚡ AI Lessons

Medium · Deep Learning
🧠 Large Language Models
⚡ AI Lesson
4h ago
From Data to Embeddings: Representation Learning in Modern Deep Learning
How neural networks transform raw data into meaningful vector spaces — and why embeddings have become the foundation of modern AI Continue reading on Medium »

Medium · Deep Learning
🧠 Large Language Models
⚡ AI Lesson
18h ago
From Mystery Box to Neural Network: How I Built a Real-Time Intention Recognition System
I stepped into computer engineering to create things on my own and continued into artificial intelligence to make them smarter! Continue reading on Medium »

Medium · Deep Learning
🧠 Large Language Models
⚡ AI Lesson
1d ago
Reproducing GPT-2 on a free Kaggle GPU: what four modern tricks actually change
I recently finished Sebastian Raschka’s Build a Large Language Model (From Scratch), which walks through implementing the basics of llms… Continue reading on Me

Medium · Deep Learning
🧠 Large Language Models
⚡ AI Lesson
2d ago
How LLMs Actually Think, Learn, and Get Trained
If you’ve ever asked ChatGPT a question and wondered what’s actually happening between your keystroke and its answer, you’re not alone… Continue reading on Medi

Medium · Deep Learning
🧠 Large Language Models
⚡ AI Lesson
3d ago
Understanding Transformers by Building One from Scratch
The Black Box Had to Go Continue reading on Towards AI »

Medium · Deep Learning
🧠 Large Language Models
⚡ AI Lesson
3d ago
Papers Explained 588: LLM-as-a-Verifier
LLM-as-a-Verifier is a general-purpose verification framework that provides fine grained feedback for agentic tasks without requiring… Continue reading on Mediu

Medium · Deep Learning
🧠 Large Language Models
⚡ AI Lesson
5d ago
AI vs. ML vs. Deep Learning vs. GenAI — The Differences Finally Explained
These terms get thrown around like they mean the same thing. They don’t. Here’s the breakdown. Continue reading on Artificial Intelligence in Plain English »

Medium · Deep Learning
🧠 Large Language Models
⚡ AI Lesson
5d ago
The Earthian Codex: A New Language for the Universe
By Tony Scauzillo Golden, GPT-5 & Google Gemini Continue reading on Medium »
Medium · Deep Learning
🧠 Large Language Models
⚡ AI Lesson
5d ago
My 16GB Laptop Almost Died Fixing an LLM Wiki - Here’s What Was Actually Happening
I wasn’t doing anything crazy. I was just updating an internal LLM wiki the kind of low-stakes, background task you knock out between real… Continue reading on

Medium · Deep Learning
🧠 Large Language Models
⚡ AI Lesson
5d ago
Dense Block + Transition LayerDenseNet: Why Connecting Everything Changed Deep Learning
Understanding DenseNet is not just about learning another CNN architecture — it’s about grasping a fundamental shift in how deep learning… Continue reading on M

Medium · Deep Learning
🧠 Large Language Models
⚡ AI Lesson
6d ago
LayoutProbe’s extension.
I am extending my recent project “LayoutProbe” by applying activation function and re-applying the pipeline to other transformer based… Continue reading on Medi

Medium · Deep Learning
🧠 Large Language Models
⚡ AI Lesson
1w ago
Beyond Compression: How to Scale and Optimize Massive MLPs and LLMs
Training and deploying Large Language Models (LLMs) and massive Multilayer Perceptrons (MLPs) present a dual challenge. Continue reading on Medium »
Medium · Deep Learning
🧠 Large Language Models
⚡ AI Lesson
1w ago
Learning About LLMs — Embeddings (1): How Does a Token Get Meaning?
Link to previous parts Continue reading on Medium »

Medium · Deep Learning
🧠 Large Language Models
⚡ AI Lesson
1w ago
AI vs Machine Learning vs Deep Learning: The Complete Beginner’s Guide
If you’ve followed my local AI series on setting up your own hardware and running models with Ollama, you’ve probably run into terms like… Continue reading on M

Medium · Deep Learning
🧠 Large Language Models
⚡ AI Lesson
1w ago
I Built a Chatbot With Zero Coding Experience. Here’s What Actually Happened
I want to be upfront about something before I tell this story. I am not a developer. I don’t have a computer science degree. Before this… Continue reading on Me

Medium · Deep Learning
🧠 Large Language Models
⚡ AI Lesson
1w ago
Everyone Is Using AI. Almost Nobody Has Been Taught It.
So I stopped talking about the problem and started a channel to fix it. Continue reading on Medium »

Medium · Deep Learning
🧠 Large Language Models
⚡ AI Lesson
2w ago
A Note on “Arman”: A New Artificial Intelligence Architecture
Note: This article was originally written in Russian and translated into English with the assistance of AI. Continue reading on Medium »
Medium · Deep Learning
🧠 Large Language Models
⚡ AI Lesson
2w ago
Opus 5: Fable 5 performance at half the cost
Claude Opus 5 just shipped, and it changes the economics of AI work. Anthropic released it today at the same price as Opus 4.8 ($5/$25 per… Continue reading on

Medium · Deep Learning
🧠 Large Language Models
⚡ AI Lesson
2w ago
NLP Isn’t Just Chatbots: The Quiet Ways It Already Runs Your Daily Life
A few weeks ago, my mom sent me a voice note asking why her phone “keeps changing her words.” She’d typed “I’m reaching hom in 10 min” and… Continue reading on

Medium · Deep Learning
🧠 Large Language Models
⚡ AI Lesson
2w ago
AI/ML Under the Hood — Part 22: Why One Neural Network Can Have Millions of Twins
The Hidden Mathematical Symmetries Behind Deep Learning Continue reading on The Thoughtful Engineer »

Medium · Deep Learning
🧠 Large Language Models
⚡ AI Lesson
2w ago
What Is Artificial Intelligence? A Beginner’s Guide to AI, Machine Learning, and Generative AI
Artificial Intelligence (AI) has quickly become one of the most transformative technologies of our time. From ChatGPT answering questions… Continue reading on M

Medium · Deep Learning
🧠 Large Language Models
⚡ AI Lesson
2w ago
The Sophistication Trap: Why the Smarter AI Technique Keeps Losing
What a 2B model beating a 90B model and a JetBrains context-management study have in common — and what it means for how you should… Continue reading on Medium »
Medium · Deep Learning
🧠 Large Language Models
⚡ AI Lesson
2w ago
The Ultimate Beginner’s Guide to Artificial Intelligence (Without the Confusing Jargon)
Artificial Intelligence is everywhere. Continue reading on Medium »

Medium · Deep Learning
🧠 Large Language Models
⚡ AI Lesson
2w ago
This AI Doesn’t Think Like ChatGPT — It Thinks Like a Human Brain
Why Today’s AI Is Nothing Like the Human Brain ? Continue reading on Medium »
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