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Sunday, March 8, 2026

Legal advice: Regulating the algorithm – Employment law risks in the age of AI - Bedford Independent

The integration of Artificial Intelligence (AI) into the workplace has revolutionised employment practices, particularly in Human Resources (HR) and recruitment.

AI is deeply embedded in everyday workplace processes and offers clear benefits, including efficiency, consistency, and cost savings. Yet as employers increasingly rely on algorithmic systems to support decision‑making, the legal risks grow more complex.

For employment lawyers and HR staff, the challenge is clear: how do we regulate the algorithm?

Discrimination and bias: The hidden risk in automated decisions

The core premise of AI is that it learns patterns from historical data and uses them to make predictions or generate new outputs. If the specific data reflects past inequalities, the algorithm may replicate or even amplify them.

This is severely concerning in recruitment, where AI tools may inadvertently favour certain demographics.

This could constitute unlawful discrimination under the Equality Act 201,0 and employers would remain liable for any discriminatory outcomes. Therefore, this places a clear duty on employers to:

  • Audit AI tools for bias
  • Understand how decisions are generated and
  • Ensure human oversight remains central

Transparency and explainability: Can employers justify AI-driven decisions?

There is no doubt that there is a lack of transparency when using AI due to the systems being difficult to interpret. In turn, this raises privacy concerns and is problematic, especially given the large...



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