Imagine a future where one entity has a dossier of everyone's deepest darkest secrets.

Ads that are perfectly manufactured for you based on your context will be extremely, dangerously convincing.

Small tweaks in the algorithm instantly nudge how everyone in the world thinks.

Individually targeted manipulation is easy.

Blackmail on demand.

The most powerful entity on the planet, that no one would cross.

We must not let that happen.

Previously aggregators had the data, but not the ability.

It wasn't possible to do qualitative nuance at quantitative scale.

LLMs allow qualitative insight at quantitative scale.