FAAES
Fairness, Accountability and Agency in Employment Systems

A system rejected you. No one will tell you why.

FAAES is an independent research and advisory initiative on automated hiring. We document lived experience, conduct independent research, and convene scholars to build the evidence base for fairness, accountability and agency in employment.

The responsibility gap

A growing and largely undocumented number of people are filtered, scored and rejected by automated hiring systems they cannot see, understand or contest. When something goes wrong, responsibility is hard to locate — existing legal frameworks struggle to say who, if anyone, is accountable.

FAAES exists to close that gap. We collect first-person testimony from people affected by these systems, conduct independent research into how the systems behave in practice, and convene scholars to build a public evidence base for fairness, accountability and agency in employment.

Voices

Each week, FAAES publishes a short, anonymous account from someone who applied for a role and was rejected — often within minutes, often with no explanation given even on request. These are self-reported experiences, recorded in the person's own words, and added to a growing public register.

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Complete the form below to share your account anonymously. You can upload a short voice note or write your account — whichever feels right.

This year

FAAES runs a small, deliberate programme across the academic year — building the register, publishing research, and convening the people working on this from different directions.

Ongoing
The Voices testimony register, published weekly, alongside working papers as they're ready.
Term 1
A webinar and a roundtable, each led by a member of the advisory council on their own area of work.
Term 2
A second webinar and roundtable, continuing the series.
Term 3
A closing webinar alongside the year-end report, and FAAES's annual symposium — bringing scholars together with people directly affected by automated hiring.

Advisory council

FAAES is currently forming its founding advisory council — scholars working on different facets of the responsibility gap in automated decision-making. Names will appear here as they're confirmed.

Forming

AI ethics and governance

Forming

Equality law

Forming

Labour rights

Forming

Human oversight and regulation