Essays, op-eds and interviews from Uplevyl founder and CEO Shubhi Rao on the money, rights and health decisions that shape women's lives, and on how AI should serve them.
On a markets show, Shubhi reframes the AI gender data gap as a business risk: lost talent, mispriced risk and compliance exposure, and why closing it belongs on the leadership agenda.
“AI bias is a balance sheet problem, not a PR problem.”
AI exposure is concentrated in clerical and admin roles largely held by women. What employers and policymakers should do before history repeats.
“Almost a century ago, the cost of automating telephone switching fell mostly on women.”
Patchwork AI rules hit small and women-led startups hardest. Shubhi proposes a global floor, one shared documentation package and mutual recognition of audits.
“Today, regulation is disconnected from the cost of complying with it.”
Bias starts in skewed training data, not intent. Vertical models built for women's rights, finances and health are part of the fix.
“The bias is not because it was designed by the engineers to be like that.”
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