Watched a demo of a new AI that writes its own training data and it blew my mind

I've been manually cleaning datasets for months, but seeing this thing generate 10,000 perfect synthetic examples in under a minute made me feel like a chump. It was a demo from a startup in Austin last Thursday. Anyone else seen this tech in action yet?

2 comments

2 Comments

nathanh757h ago

Saw something similar at a meetup last month. Felt the exact same way, like all my manual work just got made pointless overnight. The big worry for me is where that synthetic data comes from and if it just ends up echoing its own flaws. Hard to trust a model that's only ever seen its own writing.

mason.mary7h ago

Yeah when you said "echoing its own flaws" that hit home. I mean, if it's only learning from its own made up data, it could get stuck in a loop. Like if the first batch has a tiny bias, the next batch copies it, and it just gets worse each time. You end up with a model that's really confident but totally wrong about stuff. Feels like we're building houses on sand.