The calculus of celebrity rehabilitation follows predictable rhythms: disappear, resurface with humility, wait for the public to find a new villain. Tom Sandoval appears to have skipped the first step entirely, and therein lies either his greatest miscalculation or his shrewdest gambit.

Three years removed from "Scandoval" — the affair with castmate Raquel Leviss that detonated his nine-year relationship with Ariana Madix and turned a middling Bravo series into appointment television — Sandoval remains stubbornly present. He has not retreated to a monastery or a publicist-approved period of reflection. He has toured with his band, launched a podcast, and continued appearing on camera as though sheer persistence might eventually exhaust his critics.

The economics of infamy

What Sandoval understands, perhaps better than his detractors, is that reality television operates on different moral physics than the wider celebrity ecosystem. The genre rewards memorable villainy almost as generously as it rewards likability. Omarosa built a career on being loathed. Phaedra Parks was fired from Real Housewives of Atlanta for spreading false rumors, only to return triumphantly years later. The audience's memory is shorter than its appetite for drama.

The numbers suggest Sandoval's bet may not be entirely delusional. Vanderpump Rules saw its highest ratings in years during the Scandoval fallout. His Instagram following, rather than cratering, has remained stable. His bar, TomTom, still draws tourists who want to drink where the betrayal was plotted. Infamy, it turns out, has a surprisingly robust business model.

The Madix factor

The complication in Sandoval's rehabilitation tour is that his ex-girlfriend has become more famous than he ever was. Ariana Madix parlayed her wronged-woman status into a stint on Dancing with the Stars, a Broadway run, and a reported deal for her own spinoff series. She has become the rare reality star who transcended the genre, and her continued success serves as a constant reminder of what Sandoval destroyed.

Every interview she gives, every magazine cover she lands, resets the clock on public sympathy. Sandoval cannot simply wait out the scandal because Madix's presence keeps it perpetually fresh. His path to redemption runs directly through her ongoing victory lap.

Our take

Sandoval's strategy of radical visibility is either admirably brazen or pathologically tone-deaf, possibly both. The traditional playbook exists for a reason — audiences generally prefer their fallen figures to perform contrition before rehabilitation. But Sandoval seems to be wagering that reality television fans, specifically, value entertainment over morality. He may be right. The genre has always rewarded those who understand that being talked about matters more than being liked. Whether that translates to actual forgiveness is another question, but forgiveness may not be what he's actually seeking. Relevance will do.