Too Many Resumes, Not Enough Humans: AI Slop, Hiring, and Disability Inclusion

Recruiters and hiring managers are drowning in applications, but disabled job seekers are still being overlooked.

In this episode of Disability@Work, host Ashley Sims breaks down the growing problem of AI “slop” in recruiting: mass‑produced resumes, keyword‑stuffed applications, and automated screening tools that prioritize volume over viability. While AI is often seen as a solution to hiring overload, the reality is more complicated, especially for candidates with disabilities.

Ashley explores how automation can unintentionally amplify bias, flatten lived experience, and filter out qualified candidates who do not follow traditional career paths. She also offers a more practical question for employers: Is there a believable path to success? Instead of searching for perfect matches, inclusive hiring requires judgment, context, and human decision‑making.

This episode digs into what helps recruiters move through high‑volume pipelines: why niche job boards and community‑based sourcing matter, where AI can support good hiring decisions, and how employers can refocus on real people instead of resume noise.

Show Notes:

In this episode, we cover:

• Why recruiters are seeing an explosion of applications
• How automated screening tools can unintentionally exclude disabled candidates
• The difference between “matching criteria” and identifying a believable path to success
• Why traditional resumes fail to capture disability‑related career context
• When AI helps—and when it makes hiring worse
• How niche job boards and targeted sourcing reduce noise and improve outcomes

About the show:

Disability@Work is a Disability Solutions podcast about inclusion, accessibility, and equity in the workplace. Hosted by Ashley Sims, each episode offers practical insight for employers, HR/TA leaders, and advocates working to build more inclusive organizations. Find out more at DisabilityTalent.org.