Performance Differential Is (Often) A Myth#

There’s just only so much signal in the data.

Regulatory Compliance#

Trusting Model == Trusting Data#

Ethical Transparency#

Ease of Adoption#

(Cite study)

No Magic, Not Undue Deference#

  • Most models internal, where IP-black-box doesn’t matter

  • Handoff and implementation easier

  • Ethical review.