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David Woronov's avatar

Thank you very very much. Clearly presented, it is extremely useful, and complete. As a lawyer, the organization of this article is extraordinarily clear. As a student in Duke’s Sanford Public Policy Institute, this would have been a MODEL predictive memorandum.

Robert Anderson's avatar

Thanks for reading this and I’m glad you liked it. You made my day.

Neural Foundry's avatar

Brilliant breakdown of the extraction architecture here. The AI prior authorization thing is genuinely scary becuase my dad had a procedure delayed last year and it nearly became an emergency situation. Nobody at the insurance company could explain why the AI flagged it for denial, just kept saying it was 'under review'. I dunno if most people realize these algorithms are trained on historical denial patterns not actual medical neccessity.

Richard Priore's avatar

I am firing back Trump’s of fraud. This is a real RPS. Everything’s named after me the company everything I’m a DJ author the developer everything.