u/Pajtima

Okay so I know this film got trashed by critics and yeah, Chris Pratt sweating in a chair for 90 minutes isn't exactly cinema. I get it. But I couldn't sleep last night and I need to type this somewhere.

The movie isn't the point. The premise is.

An AI judge. 97.5% probability of guilt calculated before you even open your mouth. Executed within 90 minutes if you can't prove otherwise. And the entire city (every doorbell camera, every phone, every device) mandated to feed into a single municipal cloud that the system can access in real time. That's the world they set up. That's the world they're treating as a reasonable near-future thriller backdrop rather than an extinction-level horror scenario.

the movie came out in January. It is now April. Between those two months, how many actual AI tools have been deployed in hiring, credit scoring, medical triage, and yes (actual pre-trial risk assessments in criminal courts)

The film's one big critique (the thing it wants you to walk away thinking ) is that the AI was manipulated. That a bad actor fed it false evidence and the system nearly killed an innocent man. That's its warning. Feed it good data and it works great! That's... that's the lesson they landed on.

No one in this movie stops to ask if a 90-minute execution trial is insane regardless of who's running it. No one asks what "97.5% probability" even means epistemologically. The AI literally says "this court deals only in facts" and the movie treats that as a bug, not as a fundamental philosophical catastrophe that should end the entire project. The fix, apparently, is just better data hygiene.

We are going to do this. I genuinely believe we are going to do this. Not because some mustache-twirling villain wants it, but because cities are broke, courts are backlogged, and a system that clears cases in 90 minutes is going to sound like a gift. The same people who built the tech will consult on the rollout. They'll write the white papers. They'll testify before the committees. And the movie about it will star Chris Pratt and make $54 million and get a B- on CinemaScore and everyone will forget about it

The thing that keeps looping in my head is that the AI in the movie glitches when confronted with basic logical contradictions. Reviewers mocked that as bad screenwriting. I think that's the most realistic detail in the film.

We're going to hand the machine the keys and then act surprised when it doesn't know what to do with grief, context, desperation, or truth that doesn't fit inside a timestamp.

I don't have a solution. I'm not even sure I have a question. I just watched a movie that critics called "tedious" and "junk food" and it described my actual future with more accuracy than any think piece I've read this year, and somehow that's the version nobody's taking seriously.

Anyway. Go watch it or don't. It doesn't matter. That's kind of the whole thing.

yes I know the movie has plot holes. The plot holes are not the scary part. The scary part is that the plot holes are in the fiction, and the surveillance infrastructure is not.

Some background: I've been at this company for 10 years. Our department head has always been a micromanager of the worst variety like the kind who complains when you don't do things his way but refuses to tell you what his way actually is.

Last quarter, he pulled me aside and told me my expense reports were "sloppy" and "unprofessional." When I asked how he wanted them formatted, he got that look and said, and I quote: "I genuinely don't care how it looks. Just make sure every single expense is documented. Every. Single. One."

So I documented every single one.

The $2.40 parking meter I fed so I could run in and grab client documents? Documented, with a photo of the meter, the ticket stub, and a timestamped note explaining the business purpose.

The $0.89 pen I bought because mine ran out mid-client meeting? Documented. Receipt included. Cross-referenced with the meeting calendar entry to demonstrate necessity.

The $1.75 in tolls? Documented individually. Each toll. Separate line item. With the GPS route exported as a PDF attachment showing I did, in fact, pass through those tolls on company business.

My monthly expense report went from 1 page to 47 pages. I submitted it as a 14MB PDF.

He emailed me the next morning asking if I had "lost my mind", I forwarded him his own words back. He read them. There was a long silence on our next call.

He has since clarified exactly how he wants expense reports formatted. In writing. With examples.

I now have that email printed and framed above my desk.