Let's Build an Open Source Netflix Score
Hey guys, I wanted to run an open-source project idea past you.
I used to work for FICO.
As you know, credit scores are just a metric used to determine if a borrower is a safe bet. It reflects a lender's willingness to risk their capital on an individual.
Why hasn't anyone built a FICO score for Hollywood talent?
Better yet: Why don't WE build it?
Right now, the media landscape is broken. The streaming giants have infected the culture with algorithmic slop, terrible writing, and focus-grouped ideas. In the current model, Netflix, Disney, and YouTube make a corporate judgment on what they think we should consume, and they force-feed it to us to maximize their own ad revenue and watch-time metrics.
I'm not larping here; I used to do I.T. crap for the studios. I've personally worked for Disney. Everything is done by committee; the reason that the movies and shows are so unbearable is that one or two people in a room of twenty can control the other eighteen via bullying and organizing. Two bad eggs is all it takes to cajole and threaten a room full of normal people into turning Star Trek into whatever-the-fuck it's supposed to be right now.
I don't know about you, but I’m tired of wasting my finite time hitting "play" on a gamble, only to realize twenty minutes in that I’ve been tricked by a shiny trailer. I work a LOT. It's demoralizing to sit down on a Friday night with my wife and kids, hoping for something that isn't DOWNRIGHT OFFENSIVE. When I was young, the worst thing that might happen was that it might be dull. The Cosby Show was inoffensive but dull. What I have to deal with today is much worse; I literally have the wife and kids sititing there on the couch, and 9 times out of 10, I hit play and within five minutes, we have to turn the shit off because we can tell it's going to be the same preachy bullshit that it always is. I JUST WANT TO SEE A SHOW THAT DOESN'T SUCK. I'm so demoralized I'm not even asking for GOOD, all I'm asking for is DON'T MAKE IT PAINFULLY BAD.
What I’m proposing is a crowd-sourced, open-source system that flips the algorithm on its head. Instead of the platforms tracking us, we determine the metrics and track the data.
We can leverage AI to parse the actual DNA of a movie or TV show—the specific screenwriters, the directors, the narrative tropes, the cinematography style, and historical audience data—to generate a localized, independent metric. A score that tells us the exact mathematical odds that we will actually enjoy a story before we ever hand over our time or money to a streaming platform.
This isn't censorship. We aren't telling anyone what they can or can't watch. This is about decentralized curation. It’s a metric built by a community of people who actually love the art of storytelling, designed to completely bypass the corporate gatekeepers.
The tech and the AI models to build this exist right now. We have the ability to build a smarter, community-driven filter to protect our time and celebrate good writing.
What do you think? Would this work?