Using Friction As A Feature In Machine Learning Algorithms

Friction often has a negative connotation in user experience design, but it actually has many benefits. Its best-known use case is mitigating unintended consequences in high-risk scenarios, yet it has a new place in the age of artificial intelligence. Adding strategic friction to interfaces can lead to profound efficiency gains in machine learning algorithms. https://smashingmagazine.com/2023/08/friction-feature-machine-learning-algorithms/

Creato 2y | 8 ago 2023, 10:50:02


Accedi per aggiungere un commento

Altri post in questo gruppo

UX Job Interview Helpers

Talking points. Smart questions. A compelling story. This guide helps you prepare for your UX job interview. And remember: no act of kindness, however small, is ever wasted. https://smashingmagazine.c

5 ago 2025, 16:20:05 | Smashing magazine
Stories Of August (2025 Wallpapers Edition)

Do you need a little inspiration boost? Well, then our new batch of desktop wallpapers might be for you. The wallpapers are designed with love by the community for the community and can be downloaded

31 lug 2025, 13:20:08 | Smashing magazine
The Core Model: Start FROM The Answer, Not WITH The Solution

The Core Model is a practical methodology that flips traditional digital development on its head. Instead of starting with solutions or structure, we begin with a hypothesis about what users need and

30 lug 2025, 14:10:09 | Smashing magazine
Web Components: Working With Shadow DOM

Web Components are more than just Custom Elements. Shadow DOM, HTML Templates, and Custom Elements each play a role. In this article, Russell Beswick demonstrates how Shadow DOM fits into the broader

28 lug 2025, 11:10:16 | Smashing magazine
Designing Better UX For Left-Handed People

Today, roughly 10% of people are left-handed. Yet most products — digital and physical — aren’t designed with it in mind. Let’s change that. More design patterns in <a href="https://smart-

25 lug 2025, 20:30:06 | Smashing magazine
Handling JavaScript Event Listeners With Parameters

Event listeners are essential for interactivity in JavaScript, but they can quietly cause memory leaks if not removed properly. And what if your event listener needs parameters? That’s where things ge

21 lug 2025, 16:50:07 | Smashing magazine
Why Non-Native Content Designers Improve Global UX

Ensuring your product communicates clearly to a global audience is not just about localisation. Even for products that have a proper localisation process, English often remains the default language fo

18 lug 2025, 19:20:07 | Smashing magazine