How to Get the Most Out of Claude Cowork
# Introduction to Claude Cowork Most people who use Claude like a smarter search engine.…
Six Choices Every AI Engineer Has to Make (and Nobody Teaches)
teach you how to make a model accurate. They rarely teach you the decisions that…
Adversarially Robust Neural Style Transfer
A figure in Ilyas, et. al. that struck me as particularly interesting was the following…
TurboQuant: Is the Compression and Performance Worth the Hype?
# Introduction TurboQuant is a novel algorithmic suite and library recently launched by Google. Its…
From Raw Data to Risk Classes
model fails not because the algorithm is weak, but because the variables were not prepared…
Adversarial Examples are Just Bugs, Too
We demonstrate that there exist adversarial examples which are just “bugs”: aberrations in the classifier…
How AI Agents Will Transform Data Science Work in 2026
# Introduction The world of data science moves fast. If you are just starting your…
From Vibe Coding to Spec-Driven Development
I in my previous article, “From Code to Insights: Software Engineering Best Practices for Data…
Learning from Incorrectly Labeled Data
Section 3.2 of Ilyas et al. (2019) shows that training a model on only adversarial…