AI Summit 2026

Reframing "Accountability"

with
Nikhil Dey

We often hear mention of “accountability” in tech, but it rarely comes with clarity about who is responsible when things go wrong or how it is upheld. In practice, industry often concentrates power and obscures responsibility. Alix talks with Nikhil Dey to reframe “accountability” in AI, centering ordinary people in demanding and using information about how AI systems affect them.

Frame
We’re often sold a vague idea of “accountability” in AI. This abstract notion that someone, somewhere will be responsible. Who? We’re not sure. How? Also unclear. But it’s always invoked when proposing massive reconfigurations of society and government.
Flip
Reframe
In practice, many AI systems push power upward and push risk downward. Responsibility is obscured, the powerful are shielded when systems break, and structural exploitation is reduced to isolated “errors.” Calls for accountability are frequent, but civic oversight or repair is nowhere to be found.
The path forward
Real accountability comes from ordinary people having the power to demand and use information. That means building AI systems and governance structures that make responsibility legible, enable public challenge, and treat structural exploitation as seriously as transactional harm.

NIKHIL DEY - ACCOUNTABILITY

Nikhil Dey is a social activist and a founding member of the Mazdoor Kisan Shakti Sangathan (MKSS), a workers and peasants empowerment organization. He has helped lead successful campaigns for landmark Indian legislation for the Right to Information and the Right to Work.

In this interview, Dey unpacks how people can demand accountability from power. Even as digital technologies are escalating impunity, those in power everywhere claim to value accountability. In such a situation, MKSS’s grassroots practice demonstrates the importance of demanding, publicizing and using information that power prefers to hide. Dey describes a social approach in which grassroots mobilization and public shaming go hand in hand with the careful design of laws and institutions, leading to major victories. The MKSS’s fight for rural workers’ wages against the opaque state apparatus has institutionalized India’s robust Right to Information law. And its recent work with gig workers has secured the opening of black box platform data. Though ordinary people may be in positions of weakness, Dey says, information can enable them to turn the tables on power.

Read the full essay

"If [accountability] is just an outsider giving an input or two, which seems to be happening in the world of AI, then you’re just being taken for a ride."

Nikhil Dey
Social activist

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