Will manifold introduce LLM-based spam detection by EOY 2026?

Question

I'm encountering spam almost daily lately and the common feature seems to be that spam bots create default yes/no markets with no attempt at making it an actual market.
It should be easy to ask an LLM if a newly created market is a genuine Y/N market or an attempt to promote a product. It also only needs to be done for markets by new users. I've never encountered old accounts being hacked so far, if it happens - it's low enough volume to deal with manually. Posts flagged by LLM then can be shadowbanned pending mod review. Since Manifold already uses AI a lot - makes sense to do it for spam prevention as well.

The market resolves YES if my proposed solution or any other system that analyses market title+description with LLMs in order to prevent spam is introduced by Dec 31.

Manifold Markets · Answer

Probably not — Manifold Markets prediction market estimates a 40% chance (12 traders, as of Mar 31, 2026).