Artificial Intelligence? — more like Artificial Stupidity!

Data Science
Зал №5

Тезисы

Nowadays «Artificial Intelligence» is everywhere! And rightly so, it does enable us to do really cool things, things we couldn’t even imagine doing just a decade ago. In fact, it sometimes just feels like magic. This ‘magic’ behind it is often powered by «Machine Learning». But even «AI» has its limitations. I’ll show examples where «AI» and ML have failed (sometimes with horrible consequences) and will explain why failures are unavoidable in ML but also mention what we can do to reduce them in the future. Furthermore, I’ll showcase how current AI implementations discriminate against minorities and how that in some cases even leads to a higher risk of death for those groups. I’ll cover the bias that humans introduce and I’ll explain how poor choice of data makes our world even more unjust than it already is. The takeaway for the audience: AI can fail and sometimes it has horrible consequences. Why is AI so hard to «do right»? How can we make AI better?

Аудитория и уровень

Everyone.

Thoughtworks

Aiko Klostermann

Aiko works as a consultant and developer for ThoughtWorks. He is passionate about data science, software craftsmanship, clean code, and infrastructure engineering. While working with clients he focusses on improving the development process and code quality of the teams he’s working with. Nowadays working in Singapore, Aiko has previously worked with clients in Germany, the UK and India as well. He leveraged Artificial Intelligence to help clients gain a competitive advantage. Recently his focus moved onto infrastructure development for building (data) platforms to better enable client teams.

Aiko works as a consultant and developer for ThoughtWorks. He is passionate about data science, software craftsmanship, clean code, and infrastructure engineering. While working with clients he focusses on improving the development process and code quality of the teams he’s working with. Nowadays working in Singapore, Aiko has previously worked with clients in Germany, the UK and India as well. He leveraged Artificial Intelligence to help clients gain a competitive advantage. Recently his focus moved onto infrastructure development for building (data) platforms to better enable client teams.