Responsibility & Safety Published 6 October 2025 Authors Raluca Ada Popa and Four Flynn Using advanced AI to fix critical software vulnerabilities Today, we’re sharing early results from our research on CodeMender, a new AI-powered agent that improves code security automatically. Software vulnerabilities are notoriously difficult and time-consuming for developers to find and fix, even …

Introducing CodeMender: an AI agent for code security Read More »

of AI hype, it feels like everyone is using Vision-Language Models and large Vision Transformers for every problem in Computer Vision. Many people see these tools as one-size-fits-all solutions and immediately use the latest, shiniest model instead of understanding the underlying signal they want to extract. But oftentimes there’s beauty to simplicity. It’s one of …

Classical Computer Vision and Perspective Transformation for Sudoku Extraction Read More »

Image by Editor   Contents# Introducing ChatGPT Study Mode# Study Mode Key Features# How to Use Study Mode# Benefits & Drawbacks of ChatGPT Study Mode# Conclusion # Introducing ChatGPT Study Mode  Among the unending supply of AI-powered tools and features of late, ChatGPT Study Mode has captured the attention of students, educators, and lifelong learners. It promises to revolutionize study habits …

Is ChatGPT Study Mode a Hidden Gem or a Gimmick? Read More »

dashboard for your customers, clients, or fellow workers is becoming an essential part of the skill set required by software developers, data scientists, ML practitioners, and data engineers. Even if you work primarily on back-end processing, the data you’re processing usually needs to be “surfaced” to users at some point. If you’re lucky, your organisation …

Build a Data Dashboard Using HTML, CSS, and JavaScript Read More »

Image by Editor   Contents# Introduction# Why Feature Selection Matters# The Dataset# Filter Method# Wrapper Method# Embedded Method# Results Comparison# Conclusion # Introduction  In any machine learning project, feature selection can make or break your model. Selecting the optimal subset of features reduces noise, prevents overfitting, enhances interpretability, and often improves accuracy. With too many irrelevant or redundant variables, models become bloated and harder …

We Used 3 Feature Selection Techniques: This One Worked Best Read More »

are large-scale AI models trained on a vast and diverse range of data, such as audio, text, images, or a combination of them. Because of this versatility, foundation models are revolutionizing Natural Language Processing, Computer Vision, and even Time Series. Unlike traditional AI algorithms, foundation models offer out-of-the-box predictions without the need for training from …

Are Foundation Models Ready for Your Production Tabular Data? Read More »

Image by Author | Ideogram   Contents# Introduction# 1. Building Technical Skills# 2. Being Paid to Learn3. AI-Proofing My CareerSummary # Introduction  When I first started my data science career in 2020, the field was booming. Everywhere you looked, companies were hiring data professionals. At that time, I built a data science portfolio and managed to land several high-paying …

Why I Quit My 6 Figure Side Hustle for a Full-Time Data Science Job Read More »

We introduce VaultGemma, the most capable model trained from scratch with differential privacy.

composers are known to reuse motifs (i.e., characteristic note progressions or melodic fragments) across their works. For example, famous Hollywood composers such as John Williams (Superman, Star Wars, Harry Potter) and Hans Zimmer (Inception, Interstellar, The Dark Knight) deftly recycle motifs to create instantly recognizable, signature soundtracks. In this article, we show how to do …

Eulerian Melodies: Graph Algorithms for Music Composition Read More »

Image by Author | ChatGPT   Machine learning has powerful applications across various domains, but effectively deploying machine learning models in real-world scenarios often necessitates the use of a web framework. Django, a high-level web framework for Python, is particularly popular for creating scalable and secure web applications. When paired with libraries like scikit-learn, Django …

Building Machine Learning Application with Django Read More »