The workspace

No dossier. A thesis you can kill. — three ways to use it. Catalyst's brain is a folder of plain-English files; this is just a friendly window into it.

Generic AI vs the Researcher, same fleet.
1. Pick a company
2.
Same question, both columns. Watch what each one does with it.
🤖 Normal AIConfident · guessed

A tidy paragraph. Confident, mostly guessed, and it calls every company 'a great fit.' Hit run.

⚡ CatalystTiered · dated · honest

It refuses to profile. First it nails down your angle, then hunts for a reason to call them now — and grades every fact. Hit run.