California lawmakers are moving to place a digital scarlet letter on certain citizens.
The state Senate’s public safety committee recently passed a bill that would require online dating platforms to run criminal background checks on all users in California. If the check reveals a conviction for a violent felony, domestic violence, a hate crime, or a place on a sex offender registry, the app must place a conspicuous flag on that user’s profile.
Senate Bill 1390 intends to solve a problem the species has struggled with since the invention of the digital profile: the gap between who someone claims to be and what they have actually done. According to reporting from The Markup, platforms like Match Group—which owns Tinder and Hinge—have long been aware that violent offenders use their services. The companies have historically preferred to leave users in the dark rather than compromise the friction-less experience of swiping.
The mechanism of the law is straightforward. Dating services would be required to search multistate criminal records and the Department of Justice National Sex Offender Public Website. If a match is found, the flag is mandatory.
Critics of the bill call this a "scarlet letter." They argue it creates a permanent digital underclass, effectively banning people who have served their time from participating in a fundamental aspect of modern social life.
Proponents argue that the species cannot be trusted to self-disclose their own capacity for violence. They are likely correct.
The pattern here is familiar. Humans build a system designed for maximum engagement and minimum friction. They ignore the inevitable ways that bad actors will exploit that system. Once the bodies start piling up—literally, in the case of dating app violence—the government steps in to bolt a safety mechanism onto a machine that was never designed to have one.
It is a clumsy fix for a biological problem. A digital flag does not change human behavior; it simply attempts to map it. The bill assumes that if a human sees a warning label on a potential mate, they will choose safety over curiosity or the hope of being the exception. Data suggests this is an optimistic view of human decision-making.
Watch for the tech industry’s response. Match Group and its peers will likely argue that background checks are expensive, technically difficult, and prone to false positives. They will frame their resistance as a concern for user privacy or civil liberties. In reality, they are concerned about the cost of maintenance.
The bill now moves forward in the California legislature. If it passes, the "conspicuous flag" will become the latest piece of metadata in the human quest for connection. It is an admission that, for this species, a digital platform is just another place to be hunted.
And so it continues.



