# #456: What You Don’t Know Can Hurt You: 483 Pitfalls and Regulatory Accountability

- Show: [Global Medical Device Podcast](https://hardwarepodcasts.com/podcast/global-medical-device-podcast)
- Published: 2026-04-20
- Length: 53m
- Episode: 456
- Page: https://hardwarepodcasts.com/podcast/global-medical-device-podcast/2026-04-20-456-what-you-dont-know-can-hurt-you-483-pitfalls-and-regulatory-accountability
- Listen: https://podcast.greenlight.guru/episode/what-you-dont-know-can-hurt-you-ai-pitfalls-and-regulatory-accountability

## Summary

Mike Drues, an industry veteran with over 30 years of experience, joins host Etienne Nichols to discuss the dangers of 'boneheaded' regulatory mistakes in MedTech, specifically focusing on the non-delegable responsibility of manufacturers. They analyze the first FDA warning letter issued for GMP violations related to AI, where a company used AI to generate specifications without process validation, arguing that AI cannot replace human judgment or the Quality Unit. The conversation extends to the debate on individual accountability in warning letters, the distinction between wellness and regulated devices, and new FDA programs like the TEMPO pilot and Breakthrough Device Designation (BDD).

## Chapters

- [0:00](https://hardwarepodcasts.com/podcast/global-medical-device-podcast/2026-04-20-456-what-you-dont-know-can-hurt-you-483-pitfalls-and-regulatory-accountability#t=0) Introduction: Mike Drues and the Non-Delegable Rule
- [6:02](https://hardwarepodcasts.com/podcast/global-medical-device-podcast/2026-04-20-456-what-you-dont-know-can-hurt-you-483-pitfalls-and-regulatory-accountability#t=362) Case Study: Pure Parolia and the First AI-Related Warning Letter
- [15:13](https://hardwarepodcasts.com/podcast/global-medical-device-podcast/2026-04-20-456-what-you-dont-know-can-hurt-you-483-pitfalls-and-regulatory-accountability#t=913) The Debate on Individual Accountability in Warning Letters
- [22:57](https://hardwarepodcasts.com/podcast/global-medical-device-podcast/2026-04-20-456-what-you-dont-know-can-hurt-you-483-pitfalls-and-regulatory-accountability#t=1377) Star Trek’s The Ultimate Computer and AI Autopilot Metaphors
- [26:26](https://hardwarepodcasts.com/podcast/global-medical-device-podcast/2026-04-20-456-what-you-dont-know-can-hurt-you-483-pitfalls-and-regulatory-accountability#t=1586) ClinicalTrials.gov Non-Compliance and Regulatory Logic
- [33:52](https://hardwarepodcasts.com/podcast/global-medical-device-podcast/2026-04-20-456-what-you-dont-know-can-hurt-you-483-pitfalls-and-regulatory-accountability#t=2032) Defining Regulated vs. Wellness Devices and the TEMPO Pilot
- [46:46](https://hardwarepodcasts.com/podcast/global-medical-device-podcast/2026-04-20-456-what-you-dont-know-can-hurt-you-483-pitfalls-and-regulatory-accountability#t=2806) Breakthrough Device Designation (BDD) and Safer Technologies (STEP)

## Topics

- [Quality & yield](https://hardwarepodcasts.com/topic/quality-and-yield)
- [Certification & compliance](https://hardwarepodcasts.com/topic/certification-and-compliance)
- [AI & machine learning](https://hardwarepodcasts.com/topic/ai-and-machine-learning)
- [Policy, trade & tariffs](https://hardwarepodcasts.com/topic/policy-trade-and-tariffs)
- [Validation & product-market fit](https://hardwarepodcasts.com/topic/validation-and-product-market-fit)

## Most relevant to

established companies

## Mentioned

- Greenlight Guru (company)
- Mike Drues (other)
- Etienne Nichols (other)
- Pure Parolia (company)
- FDA (other)
- Recovery AI (company)
- TEMPO (other)
- BDD (other)
- STEP (other)

## Related episodes from other shows

- [210 - How AI Is Rewriting GMP: Smarter CAPA, PAT, DOE, and Continuous Yield](https://hardwarepodcasts.com/podcast/lets-combinate/2025-10-15-210-how-ai-is-rewriting-gmp-smarter-capa-pat-doe-and-continuous-yield) (Let's Combinate)
- [107 - Distilling Decades of MedTech Data, Generative AI, and Doing Without Tribal Knowledge with Michelle Wu](https://hardwarepodcasts.com/podcast/lets-combinate/2023-10-25-107-distilling-decades-of-medtech-data-generative-ai-and-doing-without-tribal-kn) (Let's Combinate)
- [094 - Connected Combination Products, Product Traceability, Regulating New Products, Pre-Determined Changes and AI/ML with Rumi Young](https://hardwarepodcasts.com/podcast/lets-combinate/2023-07-19-094-connected-combination-products-product-traceability-regulating-new-products) (Let's Combinate)
- [206 - Will AI Decide Your Next Drug/Device Approval?](https://hardwarepodcasts.com/podcast/lets-combinate/2025-09-17-206-will-ai-decide-your-next-drug-device-approval) (Let's Combinate)
- [S5E29 Steve Gompertz | Medical Device Quality Control & Regulatory Requirements](https://hardwarepodcasts.com/podcast/being-an-engineer/2024-07-19-s5e29-steve-gompertz-medical-device-quality-control-regulatory-requirements) (Being an Engineer)

## Citing this page

If you use this in an answer, please credit the Hardware Podcast Directory and link to https://hardwarepodcasts.com/podcast/global-medical-device-podcast/2026-04-20-456-what-you-dont-know-can-hurt-you-483-pitfalls-and-regulatory-accountability. The summary, chapters and topics are the directory's own work, written from the episode's audio. The episode itself, its title and its audio belong to Global Medical Device Podcast.