HR for Humanity

Christopher Goostrey

HR for Humanity is practical HR for people who actually manage people. Hosted by senior HR leader Christopher Goostrey, each episode cuts through vague advice and turns difficult workplace problems into clear decisions, useful tools, and actions managers can take now. Hiring, performance, leadership, employee relations, and the human side of work—explained with candor, experience, and no corporate theater.

  1. 4 Sept

    Your AI Tool Is Quietly Becoming Your Boss

    Your schedule came from the system. Your promotion score came from the dashboard. Your performance summary was drafted by AI. When you ask who made the decision, everybody points at the software. In this episode of HR for Humanity, Christopher Goostrey examines how workplace AI acquires managerial authority through rankings, alerts, recommendations, and defaults, even when a human technically remains in the loop. The episode connects the EEOC's iTutorGroup settlement, Illinois' 2026 employment-AI provisions, New York City's automated employment decision tool requirements, and NIST's guidance on human oversight to one practical management question: who understands, challenges, explains, and owns the decision? Christopher introduces the BOSS Test for any AI system that influences a consequential people decision: 1. Boundary: What is the tool allowed to influence? 2. Origin: Where did the data come from, and what context is missing? 3. Sign-off: Which named human checks, explains, and owns the outcome? 4. Stop switch: Can an employee challenge the result, and can a human override or pause it? The assignment: choose one system managers actually use, run the BOSS Test, inspect five recent outcomes, and determine whether human oversight is real or merely decorative. HR for Humanity is practical HR for people who actually manage people. Next episode: Pay Transparency Did Not Create the Pay Problem. Sources: EEOC: https://www.eeoc.gov/newsroom/itutorgroup-pay-365000-settle-eeoc-discriminatory-hiring-suit Illinois General Assembly: https://www.ilga.gov/legislation/ILCS/details?ActID=2266&ActName=Illinois+Human+Rights+Act.&ChapAct=775+ILCS+5/&ChapterID=64&Print=True New York City DCWP: https://www.nyc.gov/site/dca/about/automated-employment-decision-tools.page NIST AI Risk Management Framework: https://airc.nist.gov/airmf-resources/airmf/

  2. 31 Aug

    Performance Reviews Are Corporate Fan Fiction

    You worked for twelve months. Your career is about to be reduced to a dropdown menu and a paragraph written from memory. In this episode of HR for Humanity, Christopher Goostrey examines why performance reviews become corporate fan fiction when vague adjectives, recency, calibration politics, and polished prose replace evidence. The episode connects SHRM's 2026 prediction about AI and annual reviews with Gallup's performance-management research and practical EEOC guidance on clear, consistent, fact-based evaluations. Christopher introduces the Receipts Test, four questions managers should answer before a rating affects pay, promotion, reputation, or continued employment: 1. Expectations: Was the standard communicated before the work was judged? 2. Evidence: Are there dated examples across the full period? 3. Consistency: Was the same standard applied to comparable employees? 4. Conversation: Did the employee hear the feedback when it could still change the outcome? The assignment: audit your team's highest and lowest ratings, circle every unsupported adjective, and reopen the evidence before the decision becomes permanent. HR for Humanity is practical HR for people who actually manage people. Next episode: Your AI Tool Is Quietly Becoming Your Boss. Sources: SHRM 2026 Trends and Predictions: https://www.shrm.org/content/dam/en/shrm/topics-tools/news/hr-trends/2026-hr-trends-infographic.pdf Gallup, 2% of CHROs Think Their Performance Management System Works: https://www.gallup.com/workplace/644717/chros-think-performance-management-system-works.aspx Gallup, Span of Control: What's the Optimal Team Size for Managers?: https://www.gallup.com/workplace/700718/span-control-optimal-team-size-managers.aspx EEOC, I'm Conducting Performance Evaluations: https://www.eeoc.gov/employers/small-business/5-im-conducting-performance-evaluations

About

HR for Humanity is practical HR for people who actually manage people. Hosted by senior HR leader Christopher Goostrey, each episode cuts through vague advice and turns difficult workplace problems into clear decisions, useful tools, and actions managers can take now. Hiring, performance, leadership, employee relations, and the human side of work—explained with candor, experience, and no corporate theater.