Calyraen
We sat with real households while they set up parental controls, and watched the gap open between the settings people ask for and the ones they actually switch on.
Ask a parent what they want from parental controls and the answer is clear and strict. Watch the same parent set up a new tablet and something else happens. A couple of settings get turned on, the rest stay where the box left them, and the list they described out loud rarely matches the one on the screen. We wanted to understand that gap, because the gap is where children actually live.
The point was to see the real thing, not a demo. So we stayed quiet and let people set up their own devices, their own way, at home.
We joined households setting up a new phone, tablet or shared computer for a child. Their own hardware and accounts, at their own kitchen table.
We did not point at menus or suggest settings. When someone got stuck, we noted where and let them decide what to do next, the way they would on any ordinary evening.
First we asked what they wanted to set up and wrote it down. Then we watched what they actually turned on. The two lists almost never lined up.
Over and over, the moment a parent hit a screen with a dozen toggles and no clear order, they picked one or two, tapped done and moved on. Not because they stopped caring. Because the screen asked for a decision they were not ready to make, at the end of a long day, with a child waiting for the device.
Field notes from the parental-controls study.
In conversation, parents describe a careful setup: limits on screen time, filters on content, control over who can reach their child. They mean it, and many have read up on exactly what they want.
In practice, most stop after the first setting that felt obvious. The stricter controls they described stay off, often because they never found them, or because turning one on seemed to risk breaking something else.
Read our approachThe study did not end in a slide deck. It changed how we build the controls that ship on our own machines.
On a new machine, the settings that keep a child safe are already on. Loosening them is a deliberate act, not the reward for finding a hidden menu.
Child safety at CalyraenThe settings that matter sit in plain sight and plain language, reachable in the first minute, not buried where only a specialist would dig.
A quiet check-in every so often, a clear summary of what is on, and changes that take seconds. The setup stays matched to the child, not stuck on day one.
Our commitments“We build for what people do on a tired Tuesday evening, not for what they told us on a good day. If a safety setting only works when someone goes looking for it, we have not finished the job.”
Households setting up a new device for a child, on their own hardware and their own accounts. We joined at the kitchen table and stayed out of the way.
Only with clear consent, and only to understand behaviour, never to identify anyone. Findings are reported as patterns across households, not as anyone's personal setup.
The study looked at the everyday devices families already own. What we learned then shaped the controls we ship on our own machines, which is the part we can actually fix.
Our child safety page describes the controls and defaults this work led to. The rest of the studies sit on the research index.
The findings here shaped the safety controls and defaults on every Calyraen machine. Read where they landed, or browse the rest of the research desk.
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