In this episode, Dr. Vonda Wright sits down with Gabrielle McKenzie, founder of the Fair Code Initiative and Columbia Law–mentored researcher on algorithmic accountability, and Isabella Wright, a rising scholar focused on constitutional protections in the age of AI. Together, they spotlight how proprietary, black-box tools are increasingly shaping real-world decisions—from courtrooms to clinics—and why transparency, oversight, and human judgment still matter. They explore how risk-assessment algorithms inform bail and sentencing, what data they ingest (age, ZIP code, race), and the constitutional stakes for due process and the Equal Protection Clause. The conversation breaks down bias vs. correlation, where AI can help vs. harm, and the limits of "efficiency" when liberty is on the line. The trio also covers practical steps: public education, standards for auditing and disclosure, engaging policymakers, and mobilizing grassroots advocacy—plus parallels in healthcare, where insurer algorithms can influence access to care. ••• Make sure to follow Dr. Vonda Wright: Instagram: @drvondawright Youtube: https://www.youtube.com/@vondawright Tiktok: https://www.tiktok.com/@drvondawright LinkedIn: https://www.linkedin.com/in/vonda-wright-md-ms-2803374 Website: http://www.DrVondaWright.com ••• If you enjoyed this episode, Subscribe to "HOT For Your Health" for more inspiring episodes. Apple Podcast: https://podcasts.apple.com/us/podcast/hot-for-your-health/id1055206993 Spotify: https://open.spotify.com/show/1Q2Al27D79jCLAyzp4hKBv?si=b62b374994884eed We'd love to hear your thoughts on this episode! Share your comments or join the discussion on social media using #HotForYourHealthPodcast.