Machine learning advancements lead to new ways to train models, as well as deceive them. This article discusses ways to train and defend against attacks. (more…)

ML models often exhibit unexpectedly poor behavior when they are deployed in real-world domains. We identify underspecification as a key reason for these failures. An ML pipeline is underspecified when it can return many predictors with equivalently stron... (more…)

On today’s episode of Seed Stories, I had a chance to sit down with Emmanuel Turlay founder and CEO of Sematic https://www.sematic.dev By using Sematic, deve... (more…)

The SOLID principles are Object Oriented Programming (OOP) principles designed for writing Clean Code. According to Robert C. Martin’s “Clean Code” book, in order to keep a good software development pace, it’s important for a team to write Clean Code. By ... (more…)

How we have prevented £400,000 of fraud over the last 6 months...