financial AI

1 day ago · ai

I Evaluated Half a Million Credit Records with Federated Learning. Here’s What I Found

Why privacy breaks fairness at small scale—and how collaboration fixes both without sharing a single record The post I Evaluated Half a Million Credit Records w...

#federated learning #privacy #fairness #credit data #machine learning #data security #financial AI
3 days ago · ai

Will AI Ever Be Good Enough to Not Need Spending Limits?

'markdown “Won’t AI just get better at this?” Short answer No. Understanding why reveals something fundamental about how we should think about AI safety.

#AI safety #large language models #LLM alignment #RLHF #financial AI #spending limits #LangChain #tool use #probabilistic models