People think risk modeling protects them. But much of it protects the system—pharma, regulators, & reinsurers. Risk models measure institutional exposure, not individual harm. Here's a breakdown of how public benefit is used to cloak liability. ⤵️ The illusion: “Risk models are here to assess your safety.”

The reality: They assess the system’s risk of lawsuits, payout exposure, & reputational damage.

You’re not the beneficiary. You’re the denominator. ⤵️

-- init karmaBalancingAct() --
I am eternally grateful for the food, shelter, clothing and employment I enjoy. And perhaps more so, the love I have in my life.

But lately…
1/18 I find myself in deep gratitude of the global citizen sleuths in health sciences field, and those who analyze their outputs for further contextualization.
2/18