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Designing for safe and trustworthy AI

Weekly curated resources for designers — thinkers and makers.

Oct 30, 2023

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“Current AI systems seek to mitigate AI mistakes by requiring human oversight, by keeping the human in the loop and relying on them to detect and fix the AI output if needed.

If an AI, like ChatGPT, is right most of the time, it is really hard as a human to judge if it is right or wrong in a particular case. And just adding a small disclaimer pointing out that the AI “may produce inaccurate information,” as done by ChatGPT apparently doesn’t prevent people from falling for the AI’s hallucinations. It also puts the human in the unpleasant position of taking all responsibility for an output or action that was mainly determined by the AI.”

Designing for safe and trustworthy AI →


What happens when usability is no longer a priority? →
[Sponsored] “I’m starting to think that some designers are just being lazy. A failure to test is undoubtedly a part of the problem, but I don’t think it’s just that. I believe there is a lack of education and awareness. (…) With new technology will come new interaction paradigms and modalities. Importantly, we must not see innovation and usability as a dichotomy.”


Editor picks

How Loom drives growth with email →
A 10/10 example of a retention loop.

The tyranny of consistency →
Consistency is a helpful tool for designers. Until it isn’t.

The usability problem with prompt-driven AI →
Addressing declining engagement and retention.


The UX Collective is an independent design publication that elevates unheard design voices and illuminates the path to design mastery and critical thinking. Here’s how we’re boosting stories through our partnership with Medium.

Internet Artifacts: you may touch the artifacts →


Make me think

It's 2023, here is why your web design sucks →
“There is also the larger issue of who we hire for. This is something I think about often when I think about moving teams or companies. Am I going to find a place that will allow me to actually utilize all of this web design knowledge I have? Or, am I going to just be a JS engineer who spends most of my time configuring pipelines or doing ops work?”

We were never supposed to see our own faces this much →
“Our ancestors’ realities were hugely different. The earliest type of “mirror” used was nature – reflections in ponds, lakes and rivers when waters were calm enough to reveal a flat surface. But even then, we had never truly “seen” ourselves and, because of this, we had a very different concept of who we were.”

Double diamond Is not how most companies work →
“Do you actually rely on the well-established Double Diamond process in your design work? Chances are high that you had to cut corners, make tough compromises and keep convincing stakeholders about the right approach to design.”


Little gems this week

Hey Siri: call an ambulance →


Why are we so fascinated by letters? →


How effective are tobacco warning labels? →


Tools and resources

The design manager’s toolkit →
A playbook for handling challenges as a manager.

Smashing Conf Design & UX 2023 →
Sketchnotes & key takeaways.

Sheet, dialog, or snackbar? →
What should a designer go for?


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We believe designers are thinkers as much as they are makers. So we created the design publication we have always wanted to read.

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