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Bias in AI-Driven Hiring Processes
Manage episode 449799462 series 3609872
Το περιεχόμενο παρέχεται από το Nicola Martin. Όλο το περιεχόμενο podcast, συμπεριλαμβανομένων των επεισοδίων, των γραφικών και των περιγραφών podcast, μεταφορτώνεται και παρέχεται απευθείας από τον Nicola Martin ή τον συνεργάτη της πλατφόρμας podcast. Εάν πιστεύετε ότι κάποιος χρησιμοποιεί το έργο σας που προστατεύεται από πνευματικά δικαιώματα χωρίς την άδειά σας, μπορείτε να ακολουθήσετε τη διαδικασία που περιγράφεται εδώ https://el.player.fm/legal.
In this episode of Tech Pathways, host Nicola Martin talks about the important issue of bias in AI-driven hiring processes. Nicola explores the impact of AI on diversity, the challenges posed by technical colonialism, and the gender digital divide.
Learn how transparent AI testing, regular audits, and career coaching can help bridge these gaps, fostering a fairer, more inclusive hiring landscape. Plus, hear about the latest in AI model testing, including a new resource Nicola contributed to for understanding ethical AI in recruitment.
GeekWire - AI Bias in Hiring
Summary of how AI-driven hiring tools can perpetuate racial and gender biases, potentially impacting diversity in tech.
GeekWire Article
Wired - Technological Colonialism in AI
Analysis of how AI's design can favor dominant cultures, potentially creating biases that marginalize underrepresented groups.
Wired Article
BBC Worklife. "AI recruiting: Can hiring software ever be fair?"
BBC Article
UN Women - Gender Digital Divide
Explores the barriers women face in accessing digital resources, highlighting how this impacts their representation in tech.
UN Women Article
Book - Software Testing with Generative AI by Mark Winteringham
A resource on testing AI models, with a focus on reducing bias and ensuring transparency.
Book Link
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