its on noop. ive exited floop. im keeping all my data in zhoop. cancel your whoop subscription. stop using whoop. ploop has it for you. ploop is where its at.
Netflix replaced their 15 years old recommendation algorithm with an LLM.
It’s called "GenRec" and it completely changes how recommendation algorithms are built.
For over a decade, the Netflix recommendation engine was a masterclass in feature engineering. Data scientists built thousands of complex, handcrafted features to figure out what you wanted to watch next.
It required bespoke architectures. Massive infrastructure. Constant manual tuning.
Netflix threw all of it away.
They built GenRec, an LLM-backed ranker.
Instead of translating your behavior into complex math, they just turn your watch history and metadata into a natural language sentence.
They feed that raw text into a foundation LLM.
The AI simply reads your behavior like a story, understands your evolving tastes, and scores the entire catalog in a single forward pass.
No manual feature engineering. No complex bespoke architectures.
Here is the part that should terrify traditional data scientists.
This text-based LLM didn't just match the highly tuned production system Netflix spent years perfecting.
It beat it.
And it achieved those statistically significant gains using roughly 40x fewer labeled training examples.
We are watching a massive paradigm shift in real time.
The most complex predictive algorithms in the world are being replaced by models that just know how to read.
If Netflix can replace their core product engine with an LLM, what complex system in your business is about to become obsolete?
We hired a CS grad last month who genuinely thought writing clean algorithms from scratch was what got you promoted.
He spent 3 days writing a custom parser. I showed him how to do it in 20 seconds with claude, wrapped in an API, and told him to go hit the gym
He looked like his childhood was ruined.
Computer science degrees are officially liberal arts degrees now. Modern tech is just plumbing.
FIRST LOOK: footage from inside Noah’s Ark
Gopher drone was sent down into the core drilling holes in an attempt to reach the mapped voids. Gopher needs some modifications in order to look around, as his wheels had trouble moving on the very loose sediment on the ground.
As radar scans accurately told us, No rock or bedrock found.
Become a part of history! Help us cover core drilling costs and third party lab expenses: https://t.co/QxEcfVMmrD
Jev is an incredible model router.
Ask Jev which models can solve a user’s task, and route it to the cheapest one.
We have a new frontier model overnight.