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stuxnet79 8 hours ago

5. Private Equity uses this valuable data to stack rank doctors based on how correct / AI-aligned their diagnoses are over time

6. Rankings are used to periodically "trim the fact" thus delivering more optimized cash flows to clinics that have been saddled with toxic debt

7. Sensing an opportunity AI providers start selling a $200 / month Data Leakage as a Service subscription to overworked physicians so that they can avoid the PE guillotine

fc417fc802 8 hours ago | parent | next [-]

A more realistic step 7 is that physicians gradually align their diagnoses with the LLM as they sacrifice to Moloch in order to (temporarily) game the metric. Eventually the humans become little more than an imperfect proxy for the LLMs and are eliminated.

I agree with GP's solution but we'd need regulation to prohibit what you describe.

cindyllm 7 hours ago | parent [-]

[dead]

avidiax 7 hours ago | parent | prev [-]

Why would private equity want more competent doctors?

Incompetent ones order unnecessary tests and exhaust treatment possibilities, which drives up cost billed to insurance.

Only the insurance industry and perhaps licensing bodies can pressure to keep the quality floor high, at least in terms of accurate diagnosis and prevention of overtreatment.