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discrimination

The Price of a Perfect Score Human Rights at Risk
Posted in
  • Free

The Price of a Perfect Score Human Rights at Risk

The Pressure Cooker: Academic Excellence and Mental Health

The relentless pursuit of perfect scores, particularly in highly competitive educational systems, takes a significant toll on students’ mental well-being. The pressure to achieve top marks often leads to anxiety, depression, and

…
by pauline•May 9, 2025March 5, 2025
The Legal Risks of AI Workplace Evaluations
Posted in
  • About

The Legal Risks of AI Workplace Evaluations

Bias and Discrimination in AI-Driven Performance Reviews

AI systems learn from the data they’re fed, and if that data reflects existing biases within a company, the AI will likely perpetuate and even amplify those biases. For example, if performance reviews

…
by pauline•April 24, 2025March 5, 2025
AI Resumes Fairer Hiring or Algorithmic Bias?
Posted in
  • Civil Law

AI Resumes Fairer Hiring or Algorithmic Bias?

The Promise of AI in Recruitment

For years, recruiters have struggled with the inherent biases in human judgment. Subconscious preferences, stereotypes, and even simple time constraints can lead to unfair hiring practices. The promise of AI was to create a

…
by pauline•April 17, 2025March 5, 2025
The Algorithm’s Prejudice Policing the Future
Posted in
  • Statutory

The Algorithm’s Prejudice Policing the Future

The Promise and Peril of Algorithmic Policing

The integration of algorithms into law enforcement is rapidly transforming policing, promising increased efficiency and reduced bias. However, the reality is far more nuanced. While algorithms can process vast amounts of data to

…
by pauline•March 11, 2025March 5, 2025

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