Ask HN: Pure mathematical route to intelligence?

Are there purely mathematical inspired routes to Artificial intelligence. Such routes perhaps assume intelligence as a property of some exotic pure mathematical structure? Such route deviate from the human-brain/nature inspired ways of intelligence