A girl designs a dashboard

Avoiding AI Gimmicks: Designing for Real User Needs

I’m going to start with a Steve Jobs clip. In it, he says “you’ve got to start with the customer experience and work backwards to the technology. You can’t start with the technology and figure out how you’re going to sell it.” You can’t make people want something. It’s easy to get excited about AI. … continue reading

illustration of a woman who is using an ai dashboard to make decisions

Designing for Trust in AI Applications

I’ve been looking into how we can make user perceptions of AI systems more positive when it comes to trust. This is particularly crucial in fields like healthcare, finance, or any area where AI decisions have a real impact on people’s lives. Here’s a top level view of that. I have used Google’s People + … continue reading

The Power of Narrow Inputs and Outputs for Language Models

Yes this is about generative AI. Large language models (LLMs) have become versatile tools capable of handling tasks ranging from creative writing to detailed technical analyses. I wrote recently about whether chat interfaces are the right interface for LLMs, because that’s what most people see LLMs as. And so interface design is stuck in this … continue reading