My Netflix Recommendations Are All Wrong! How to Teach AI What You Really Like

You settle into your favorite chair, ready for a cozy evening with a good movie. You’ve just finished a delightful series of British mysteries where the most scandalous event involves a stolen scone recipe. You open Netflix, eager for another clever whodunit. Instead, it suggests a show called “Intergalactic Chainsaw Zombies from Planet X.”

You stare at the screen. Where did it get that idea? It’s as if you asked a librarian for a Jane Austen novel and she handed you a motorcycle repair manual. If your Netflix recommendations have gone from helpful suggestions to bizarrely random guesses, you are not alone. It’s a common frustration, right up there with trying to open a new jar of pickles.

The good news is you’re not at the mercy of a rogue computer brain. Netflix’s recommendation system, a form of Artificial Intelligence (AI), is less like a super-genius and more like a very eager-to-please puppy. It desperately wants to bring you things you’ll love, but sometimes it gets confused. You just need to teach it a few tricks.

So, How Does Netflix Read My Mind (So Badly)?

Before we can train the puppy, we have to understand how it thinks. Netflix doesn’t have a crystal ball. Instead, it has a powerful AI that acts like a team of detectives, constantly gathering clues about what you enjoy.

It’s watching everything you do on the platform (in a non-creepy, data-gathering sort of way). It notes what you watch, what you stop watching after five minutes, what you search for, and even the time of day you tend to watch certain types of shows.

This AI uses two main detective methods to figure you out:

1. The “People Like You” Method (Collaborative Filtering): This is the nosy neighbor approach. The AI notices that you and your friend Susan both loved The Crown. When Susan watches a new historical drama and gives it two thumbs up, the AI thinks, “Aha! If Susan liked it, there’s a good chance my other historical drama fan will, too!” It then suggests it to you.
2. The “Apples to Apples” Method (Content-Based Filtering): This method is less about your neighbors and more about the shows themselves. The AI breaks down every movie and show into a bunch of tags, like “Witty Banter,” “1950s Setting,” “Courtroom Drama,” or “Features a Dog.” When you watch something, it pays attention to the tags you seem to enjoy and then hunts for other titles with similar tags.

The problem starts when the clues get mixed up. Maybe your grandson visited and watched 12 hours of superhero cartoons on your account. Suddenly, the AI thinks you have a deep, hidden passion for animated squirrels with laser eyes. This is where you, the human, need to step in and set the record straight.

Taking Back Control: 3 Steps to Better Recommendations

Think of this as a spring cleaning for your Netflix account. We’re going to tidy up the bad information and replace it with good, clear instructions for your personal AI assistant.

Step 1: Speak Its Language with Thumbs and Double Thumbs

This is the most direct way to communicate with the algorithm. For years, Netflix used a five-star rating system, but now it’s all about the thumbs.

• Thumbs Down: Use this without mercy. If Netflix suggests “Swamp Monsters on Ice” and you have no interest, give it a thumbs down. This tells the AI, “No, thank you. Never show me this or anything like it again.” It’s like telling the puppy “drop it” when it brings you a muddy sock.
• Thumbs Up: This is a simple “I liked this.” It’s a pat on the head for the AI. It tells the system to find more things with similar tags and that are liked by similar people.
• Two Thumbs Up: This is the secret weapon. This is you shouting, “I LOVED THIS! FIND ME MORE EXACTLY LIKE IT!” This signal is incredibly powerful. It tells the AI that this isn’t just a casual like; it’s a new favorite, and it should prioritize finding similar content.

To see and adjust your past ratings, go to your Account page, select your Profile, and find the Rating option. You can remove old ratings that no longer reflect your taste.

Step 2: Erase the Evidence with Viewing History

Did your spouse use your profile to watch a marathon of zombie movies while you were out? It’s time to wipe the slate clean. You can selectively delete items from your viewing history so they no longer influence your recommendations.

Here’s how to play detective:

1. Open Netflix in a web browser (this is easier on a computer than a TV).
2. Click on your profile icon in the top right corner and go to Account.
3. Under Profile & Parental Controls, select your profile.
4. Click on Viewing activity.
5. You’ll see a list of everything you’ve watched. Next to each title, there’s a little “hide” icon (it looks like a circle with a slash through it). Clicking this removes it from your history.

This is the perfect way to get rid of those cartoon shows your grandkids binged or that one weird documentary you clicked on by mistake.

Step 3: The Fresh Start – Create a New Profile

Sometimes, an account is just too cluttered with the tastes of different people. If your recommendations are a chaotic mix of your love for classic movies, your spouse’s obsession with reality TV, and your kids’ sci-fi shows, it might be time to move out. Digitally, that is.

Creating a separate profile for each person in your household is the single best way to get personalized recommendations. Each profile is like its own little apartment where the AI only pays attention to one person’s taste.

Think of it as giving the AI a much easier job. Instead of trying to find a movie that satisfies a fan of both romantic comedies and alien invasion films, it can focus on just one.

Frequently Asked Questions

Why are my recommendations suddenly so bad?

Usually, it’s because of “polluted” data. Someone else used your profile, you watched something out of character, or you haven’t given enough feedback (thumbs up/down) for the AI to learn from.

Will deleting my viewing history mess up my account?

Not at all! It just tells the AI to forget you ever watched that specific show or movie. Your lists, settings, and everything else will remain untouched.

How long will it take for my recommendations to get better?

It’s a gradual process. The more you watch and rate, the faster the AI learns. After actively rating a dozen or so shows and clearing out any mistakes from your history, you should start seeing an improvement within a week.

I heard about “secret codes.” What are those?

They’re real! Netflix categorizes everything into super-specific genres, many of which you can’t find by browsing. Each has a unique code. You can find lists of these codes by searching online for “Netflix secret codes.” Simply type netflix.com/browse/genre/CODE into your web browser (replacing CODE with the number) to see a whole new world of movies!

You’re the Boss of Your Binge-Watching

Your television is your castle, and you are the ruler of the remote. You don’t have to accept a programming schedule chosen by a confused algorithm. By giving clear feedback, tidying up your history, and making sure everyone has their own profile, you can train your Netflix AI to be the world’s best movie-picker.

Start small. The next time you log in, give a “Two Thumbs Up” to a movie you truly loved or a “Thumbs Down” to a suggestion that makes you scratch your head. With a few clicks, you’ll be on your way from “Intergalactic Chainsaw Zombies” to the cozy British mysteries you actually wanted to watch. Happy viewing