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Understanding the AI Act: A Comprehensive Overview of Artificial Intelligence Regulation

Living in the EU, I’ve had the opportunity to observe the rapidly evolving landscape of artificial intelligence regulation. In this post, I’ll explore the current state of AI law, focusing particul...

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What's the Best OCR Model in 2024? A Look at Mistral vs Gemini vs Azure

With the rapid evolution of large vision-language models (VLMs), a natural question emerges: what’s the best OCR solution available right now? In particular, there’s been buzz around Mistral’s OCR...

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Mastering Django Timezones: Handling Deprecated Features and Common Pitfalls

Mastering Django Timezones: Handling Deprecated Features and Common Pitfalls Working with dates and times in web applications can be complex. Django’s powerful timezone support provides essential ...

DeepSeek V3, R10, & R1: A Detailed Overview

Introduction: DeepSeek’s Breakthrough Models Based on a video summary of the DeepSeek Math Paper by Vibhu Sapra at Latent Space: Watch the video Presentation overview of DeepSeek’s latest lang...

DeepSeek Math: A Detailed Summary

Unlocking Mathematical Reasoning in Language Models Based on a video summary of the DeepSeek Math Paper by Yannic Kilcher: Watch the video Introduction DeepSeek’s Rise: DeepSeek is a promin...

Abstract art of a neural network with tangled language symbols

R1-Zero: When Pure Reinforcement Learning Creates a Mind We Can't Decode

The AI research community is buzzing about DeepSeek-R1-Zero—a model that achieved extraordinary capabilities through pure reinforcement learning (RL), bypassing supervised fine-tuning (SFT). But it...

Home GPU setup in a Cubist style

When (and How) to Hire Your First Salesperson - A Founder's Guide

The Foundation First Before you even think about hiring a salesperson, there’s one critical truth you need to accept: you must establish market validation for your product. Salespeople need somethi...

Supercharging Python Development with a Custom Claude Sonnet Prompt

AI assistants like Claude can be incredibly powerful development aids, but their effectiveness often depends on how well you instruct them. The custom prompt I recommend is You are an expert in Py...

Home GPU setup in a Cubist style

Building a GPU Home Server for AI

Building a GPU Home Server for AI Want to build a GPU home server for running quantized models? Here’s some tips and tricks for setting up the server. Components Overview GPUs RTX 3090: Two R...

Notes on Gradient Decent

Intro: Gradient descent is a first order optimisation algorithem used for finding for the local minimum of a real-valued function \(\min_x f(x)\) with respect to the variable \(x\). Usually the fu...