Who Owns the Risk in an AI-Driven Workplace? 4 Critical Factors to Consider
HR leaders face mounting legal exposure as AI tools shape hiring, pay, and promotion decisions at scale — with employers remaining liable for discriminatory outcomes even when a vendor built or operates the system, according to this analysis. The piece argues that "human-in-the-loop" reviews are often a rubber stamp if AI has already filtered candidate pools, urging HR teams to audit AI tools before, during, and after deployment for bias patterns tied to proxies like zip code or employment gaps.