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📰 Medium · Deep Learning

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Non-Orientable Helical Semantic Dynamics: Beyond Euclidean Constraints in High-Dimensional Latent…
Medium · Deep Learning 🧠 Large Language Models ⚡ AI Lesson 2d ago
Non-Orientable Helical Semantic Dynamics: Beyond Euclidean Constraints in High-Dimensional Latent…
Authors: Supat Charoensappuech, in collaboration with Gemini 3.5 Flash — Google AI Studio (June 5, 2026) Continue reading on Medium »
Why Everyone Is Talking About Gemma4–12B Model
Medium · Deep Learning 🧠 Large Language Models ⚡ AI Lesson 2d ago
Why Everyone Is Talking About Gemma4–12B Model
On June 3rd, Google released Gemma4–12B parameter model, which is designed to bring the high-performance multimodal intelligence directly… Continue reading on M
The Age of Choosing an AI Assistant Is Replacing the Age of Choosing Software
Medium · Deep Learning 🧠 Large Language Models ⚡ AI Lesson 2d ago
The Age of Choosing an AI Assistant Is Replacing the Age of Choosing Software
Why the Next Decade of Computing Will Be Defined by AI Relationships Rather Than Applications Continue reading on Medium »
Natural Language Processing: Real World NLP with Word2Vec
Medium · Deep Learning 🧠 Large Language Models ⚡ AI Lesson 3d ago
Natural Language Processing: Real World NLP with Word2Vec
From toy examples to a complete document classification pipeline using pre-trained embeddings. Continue reading on Medium »
The Story of Artificial Intelligence: From Dreams to Deep Learning
Medium · Deep Learning 🧠 Large Language Models ⚡ AI Lesson 5d ago
The Story of Artificial Intelligence: From Dreams to Deep Learning
This whole blog is dedicated to my students, who made me feel that I should pen down this storyline. Continue reading on Medium »
From a Single Threshold Neuron to Large Language Models
Medium · Deep Learning 🧠 Large Language Models ⚡ AI Lesson 5d ago
From a Single Threshold Neuron to Large Language Models
A Time-Series Journey of Intelligence Continue reading on Medium »
Attention Is All You Need , The Paper That Changed AI Forever
Medium · Deep Learning 🧠 Large Language Models ⚡ AI Lesson 6d ago
Attention Is All You Need , The Paper That Changed AI Forever
A thorough, intuition-first guide to Transformers for intermediate ML learners. From the death of RNNs to GPT-4, this is where it all… Continue reading on Mediu
Representation Learning: The Hidden Language of Modern AI
Medium · Deep Learning 🧠 Large Language Models ⚡ AI Lesson 1w ago
Representation Learning: The Hidden Language of Modern AI
How ChatGPT understands language, how Netflix recommends movies, how search engines find the right results, and how modern AI learns… Continue reading on Medium
Medium · Deep Learning 🧠 Large Language Models ⚡ AI Lesson 1w ago
An R&D Engineer’s 3-Year Epistemological Experiment with Silicon Intelligence
Why I stopped looking at LLMs as tools, and started treating them as a mirror to biological consciousness. Continue reading on Medium »
APEX-1 Can Now See: Building a Vision-Language AI Architecture From Scratch
Medium · Deep Learning 🧠 Large Language Models ⚡ AI Lesson 1w ago
APEX-1 Can Now See: Building a Vision-Language AI Architecture From Scratch
Most people know AI models can read text. Continue reading on Medium »
Black-Scholes vs PINNs: Can Neural Networks Learn Option Pricing?
Medium · Deep Learning 🧠 Large Language Models ⚡ AI Lesson 1w ago
Black-Scholes vs PINNs: Can Neural Networks Learn Option Pricing?
I recently started exploring Physics-Informed Neural Networks (PINNs) and wanted to try a very simple experiment before moving into more… Continue reading on Me
Why Training Large Language Models Costs a Fortune — And What Lighthouse Attention Does About It
Medium · Deep Learning 🧠 Large Language Models ⚡ AI Lesson 1w ago
Why Training Large Language Models Costs a Fortune — And What Lighthouse Attention Does About It
I built an interactive demo to make this problem visible. Here is everything I learned. Continue reading on Medium »
Medium · Deep Learning 🧠 Large Language Models ⚡ AI Lesson 1w ago
Every Transformer Running Today Is a MacLaurin Series in Disguise.
The attention mechanism, the softmax function, the positional encoding, the GELU activation — all of them are polynomial approximations to… Continue reading on
The Difference Between AI, ML, and DL
Medium · Deep Learning 🧠 Large Language Models ⚡ AI Lesson 1w ago
The Difference Between AI, ML, and DL
Artificial Intelligence, Machine Learning, and Deep Learning are closely related technologies, but they are not the same . Continue reading on Medium »
Modern Advances in Prompt Engineering
Medium · Deep Learning 🧠 Large Language Models ⚡ AI Lesson 1w ago
Modern Advances in Prompt Engineering
Distilling and understanding the most rapidly-evolving research topic in AI… Continue reading on Medium »
DLPack: The Tensor Protocol You’re Already Using
Medium · Deep Learning 🧠 Large Language Models ⚡ AI Lesson 2w ago
DLPack: The Tensor Protocol You’re Already Using
We talk about PyTorch, TensorFlow, ONNX and CuPy like they’re separate countries, each with its own borders, its own memory, its own way… Continue reading on Me
The Unification Imperative: How End-to-End Neural Networks Are Replacing Cascaded Pipelines Across…
Medium · Deep Learning 🧠 Large Language Models ⚡ AI Lesson 2w ago
The Unification Imperative: How End-to-End Neural Networks Are Replacing Cascaded Pipelines Across…
For two decades, the dominant architecture for any non-trivial AI system was the same: a cascade of specialized models, each trained… Continue reading on Medium
What Actually Happens When You Type Into ChatGPT or Claude From Keystroke to Answer?
Medium · Deep Learning 🧠 Large Language Models ⚡ AI Lesson 2w ago
What Actually Happens When You Type Into ChatGPT or Claude From Keystroke to Answer?
To most users, typing a prompt into Claude or ChatGPT feels like texting a hyper-intelligent human sitting on the other side of the screen… Continue reading on
How can it be hard to build your own chat assistant
Medium · Deep Learning 🧠 Large Language Models ⚡ AI Lesson 2w ago
How can it be hard to build your own chat assistant
Construire un système RAG dés le début Continue reading on Medium »
How Artificial Intelligence is Transforming Medical Healthcare
Medium · Deep Learning 🧠 Large Language Models ⚡ AI Lesson 2w ago
How Artificial Intelligence is Transforming Medical Healthcare
Artificial Intelligence (AI) is revolutionizing the healthcare industry by improving diagnosis, treatment planning, and patient care. From… Continue reading on