Really interesting framework for thinking about risk management beyond traditional rule-based models. The idea of “simulation-first” finance feels especially relevant for areas like credit underwriting, fraud detection, and receivables workflows, where testing against synthetic scenarios could improve both operational resilience and financial decision-making over time.
hey, missed responding to this. i think using karpathy's autoresearch is probably a good starting point. i'm sure there are other ways too. please dm me at https://osborne.vc/dm?
Really interesting framework for thinking about risk management beyond traditional rule-based models. The idea of “simulation-first” finance feels especially relevant for areas like credit underwriting, fraud detection, and receivables workflows, where testing against synthetic scenarios could improve both operational resilience and financial decision-making over time.
thanks for the note, David.
Hey Osborne! This is interesting . Do you have thoughts on how to get started with running these simulations ?
We’re building the first instant payout product for flight delays (YC-backed); and ramping up distribution with a few airlines and OTAs.
I’d like to know more to model this out and test the approach. let’s connect ?
hey, missed responding to this. i think using karpathy's autoresearch is probably a good starting point. i'm sure there are other ways too. please dm me at https://osborne.vc/dm?