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How AI Companies Exploit Regulatory Gaps to Evade Accountability

By

Amaia Aguilar

2d ago· 8 min readenOpinion

Summary

This student essay, part of a Harvard Berkman Klein Center series, examines how AI companies exploit regulatory gaps and legal gray areas to cause familiar harms through new mechanisms while evading existing legal protections. The author uses personal experience with an AI image classifier misgendering them as a transgender person to illustrate algorithmic bias. The article argues that regulatory arbitrage in the AI supply chain allows companies to bypass accountability, and calls for updated legal frameworks to address these emerging challenges.

Source

bskyHow AI Companies Exploit Regulatory Gaps to Evade Accountabilitybuff.ly

Key quotes

· 3 pulled
AI companies exploit legal gray areas to cause familiar harms through new mechanisms while evading existing legal protections in place.
While my face stayed the same, the algorithm apparently failed to understand my identity.
Regulatory arbitrage in the AI supply chain allows companies to bypass accountability for harms they enable.
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AI companies exploit legal gray areas to cause familiar harms through new mechanisms while evading existing legal protections in place, writes Amaia Aguilar.

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