[rahimnathwani]

"Credit scores are riddled with inaccuracies"

Are you mixing up credit scores and credit histories?

"If you could create a system using publicly available data that is a statistically and meaningfully superior way of predicting risk"

That's what underwriters at banks and other lenders try to do, albeit with not just publicly available data.