When an AI Recruitment Tool Starts Rejecting the Wrong Candidates
INTRODUCTION AI is becoming a bigger part of recruitment because, honestly, recruiters can receive hundreds or even thousands of resumes for one job. So, using AI to quickly screen resumes sounds like a really good idea. It can save time, reduce repetitive work, and help recruiters find candidates faster. But there is one big problem. AI learns from data, and if the data has a problem, the AI can learn that problem too. So basically, an AI recruitment tool can look very objective because it is a computer making the decision, while actually repeating the same patterns that humans created in the past. This is exactly what happened with Amazon's experimental recruitment tool. PROBLEM The main problem is that companies may trust an AI recruitment system too much just because it is based on data. Like, if an AI system rejects a candidate, recruiters may assume there must be a logical reason behind it. But what if the system learned the wrong definition of a "good candidate...