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Nervous About the Job Market? 5 Ways to Stand Out in the Age of AI

  • Plaintiffs filed a proposed class-action in California against Eightfold AI, arguing its ranking system should be regulated under the Fair Credit Reporting Act, as reported by The New York Times.
  • Eightfold AI's model, plaintiffs say, is trained on LinkedIn data of 1 million job titles, 1 million skills and more than 1 billion profiles to score applicants one-to-five, invoking the Fair Credit Reporting Act.
  • Victoria-Based human resources professional Leighan Morrell said last week she was rejected within two hours, and Erin Kistler tracked applications last year with only 0.3 percent advancing, while applicants cannot see final scores or AI steps.
  • The legal team seeks court orders forcing Eightfold AI and its clients to disclose data use and ranking methods, affecting about one-third of Fortune 500 companies including Salesforce.
  • Research by University of Melbourne lawyer Natalie Sheard found AI hiring risks discrimination, Adelaide University’s Connie Zheng calls for human oversight, and Sapia reports 9 million AI interviews raising policy concerns.
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11 Articles

Sydney Morning HeraldSydney Morning Herald
+3 Reposted by 3 other sources
Lean Left

Computer says no: AI vetting rejects job hunters in record time

Experts are flagging the need for legal guardrails as employers increasingly rely on AI to screen applications and conduct job interviews.

·Sydney, Australia
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It sorts resumes, answers emails, looks for new talent, and also tracks your tracks on the internet and social networks. AI is becoming the right hand of HR professionals. How can you prepare so that your resume, with which you are applying for an interesting job, does not fall into the trash, but gets to the top of the list?

·Čestlice, Czechia
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Merca2.es broke the news in on Sunday, January 25, 2026.
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