The consequences of our being subjected to constant algorithmic scrutiny are often unclear. For instance, artificial intelligence — Silicon Valley’s catchall term for deepthinking and deep-learning algorithms — is touted by tech companies as a path to the high-tech conveniences of the so-called internet of things. This includes digital home assistants, connected appliances and self-driving cars.

Simultaneously, algorithms are already analyzing social media habits, determining creditworthiness, deciding which job candidates get called in for an interview and judging whether criminal defendants should be released on bail. Other machine-learning systems use automated facial analysis to detect and track emotions, or claim the ability to predict whether someone will become a criminal based only on their facial features.

These systems leave no room for humanity, yet they define our daily lives. When I began rebuilding my life this summer, I painfully discovered that they have no time for people who have fallen off the grid — such nuance eludes them. I came out publicly as transgender and began hormone replacement therapy while in prison. When I was released, however, there was no quantifiable history of me existing as a transwoman. Credit and background checks automatically assumed I was committing fraud. My bank accounts were still under my old name, which legally no longer existed. For months I had to carry around a large folder containing my old ID and a copy of the court order declaring my name change. Even then, human clerks and bank tellers would sometimes see the discrepancy, shrug and say “the computer says no” while denying me access to my accounts.

Such programmatic, machine-driven thinking has become especially dangerous in the hands of governments and the police.

In recent years our military, law enforcement and intelligence agencies have merged in unexpected ways. They harvest more data than they can possibly manage, and wade through the quantifiable world side by side in vast, usually windowless buildings called fusion centers.

Such powerful new relationships have created a foundation for, and have breathed life into, a vast police and surveillance state. Advanced algorithms have made this possible on an unprecedented level. Relatively minor infractions, or “microcrimes,” can now be policed aggressively. And with national databases shared among governments and corporations, these minor incidents can follow you forever, even if the information is incorrect or lacking context.