Algorithmic Monoculture – The downfall of UI Personalisation?

Presentation byDavid Lorimer

While we, as individuals, recognise our limitations and biases, what about our AI systems?

With the expansion of AI technologies and algorithms into fields like UI personalisation, are we prepared to advance further? Or are we risking a widespread failure?

In this talk, we'll be looking at issues with algorithmic user profiling and how this can lead to marginalisation and poor user experiences and what to do about it.

Presented with these Guilds
Cover Photo for The Product Model Glasgow by UXDX
Primary Photo for The Product Model Glasgow by UXDX

The Product Model Glasgow by UXDX

Contexts change, and processes should too.

The biggest waste in software development is building the wrong thing. But we continue to use processes that focus on the efficiency of building software instead of effectiveness and sustainability.

We don't know what customers will like until they have the product so we need to build processes around short cycles, quick experiments and iterations. That's what UXDX is all about.

We host speakers who share how they are changing their processes to enable more autonomous, empowered product teams. The goal is for everyone involved in product development from Product Managers, UX Researchers, Designers and Developers to get involved and learn the T-shaped skills necessary for high-performing product teams.

174 Members
Similar Presentations

Algorithmic Monoculture – The downfall of UI Personalisation?

Presentation byDavid Lorimer

While we, as individuals, recognise our limitations and biases, what about our AI systems?

With the expansion of AI technologies and algorithms into fields like UI personalisation, are we prepared to advance further? Or are we risking a widespread failure?

In this talk, we'll be looking at issues with algorithmic user profiling and how this can lead to marginalisation and poor user experiences and what to do about it.

Presented with these Guilds
Cover Photo for The Product Model Glasgow by UXDX
Primary Photo for The Product Model Glasgow by UXDX

The Product Model Glasgow by UXDX

Contexts change, and processes should too.

The biggest waste in software development is building the wrong thing. But we continue to use processes that focus on the efficiency of building software instead of effectiveness and sustainability.

We don't know what customers will like until they have the product so we need to build processes around short cycles, quick experiments and iterations. That's what UXDX is all about.

We host speakers who share how they are changing their processes to enable more autonomous, empowered product teams. The goal is for everyone involved in product development from Product Managers, UX Researchers, Designers and Developers to get involved and learn the T-shaped skills necessary for high-performing product teams.

174 Members
Similar Presentations