Why UX Research Still Supports Trust Signals, Even as Interfaces Get Cleaner

Every few years, trust signals fall out of favor. Badges feel dated. Labels feel noisy. Designers start asking whether users even notice them anymore. The instinct is understandable. Interfaces keep getting simpler, so anything that looks like an extra element can feel like clutter. But this cycle keeps repeating for a reason. The research never […]

AI Can Remember Longer Than Ever. Companies Still Won’t Say What It Remembers

Google recently published a research post titled Titans + MIRAS: Helping AI Have Long-Term Memory. It outlines new techniques that allow AI systems to retain and retrieve information across much longer spans of text and interaction. This is a meaningful technical milestone. It also quietly raises a harder question that most companies are not prepared […]

Why People Are Starting to Distrust AI Content and What Brands Should Do About It

AI-made content is everywhere now. Blog posts, ad copy, product descriptions, even videos are being spun out by algorithms in seconds. It was exciting at first. Now, a growing number of people are complaining that what they read or watch feels off. The trust that once came naturally between brand and audience is starting to […]