# Technical Debt

## [7 Costly Surprises of ML Part VIII: Configuration and R&D Debt](/content/blog/7-costly-surprises-of-machine-learning-part-eight/index.html)

We explore the final two areas where the concealed complexities of machine learning can create costly surprises: configuration and R&D debt.

Jan 29, 2020

## [7 Costly Surprises of ML Part I: Technical Debt](/content/blog/7-costly-surprises-of-machine-learning-part-one/index.html)

Everyone knows that machine learning (ML) has the power to create positive change, but not everyone is aware of its 7 biggest blockers you need to overcome to actually make it work in the real-world. This introductory post introduces the dark side of ML, ready to be combated in further instalments in the series.

Nov 21, 2019