October 27–29, 2026
Vibe Credit Union Showplace, Novi, Michigan, USA

Intelligent Vehicle Symposium

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AI, the Hidden Debt in Your Next Build

28 Oct 2026
Day 2 AM – AI, SDV and security
Software-defined vehicles inherit more than code. Every waiver, exception, and conditional approval in a prior design carries assumptions, dependencies, and bounded conditions that were acceptable at the time — and may no longer be. When AI systems ingest prior designs, they inherit that debt without inheriting the context that made it acceptable. This session introduces interpretive debt as a governance challenge specific to SDV programs, identifies five failure modes when waiver debt goes ungoverned, and provides a practical governance protocol any program can implement before the next build. No new tools required to
  • Why waivers are governance artifacts, not administrative paperwork — and what happens when that distinction is ignored across builds
  • How AI systems silently inherit unresolved conditional decisions from prior designs, and why structured governance data must precede ingestion
  • The five failure modes that occur when waiver debt goes ungoverned in SDV programs — from OTA scope expansion to audit reconstruction failure
  • A practical waiver governance protocol with five mandatory elements any program can implement before the next build
  • How to establish the minimum viable governance loop: when a dependency changes, the waiver that relies on it gets reviewed
Speakers
Scott McCormick, President - Connected Vehicle Trade Association

Partners

Media Partner

  • ADAS & Autonomous Vehicle International

 

Media Partner

  • Automotive Testing Technology International

 

Partner

  • PAVE USA

 

Media Partner

  • Vehicle Dynamics International logo

 

Media Partner

  • Electric & Hybrid Vehicle Technology

 

Media Partner

  • Global Spec

 

Supporting Partner

  • Autotech Council

 

Supporting Partner

  • https://www.asam.net/

 

Supporting Partner

  • https://www.mema.org/

 

Supporting Partner

  • https://www.womenautotech.org/

 

Partner

  • Connected Vehicle Trade Association

 

Partner

  • Square One Network

 

Media partner

  • Automotive World

 

Media partner

  • Autoline

 

Partner

  • WYCD

 

Media partner

  • WWJ

 

Media Partner

  • Munro & Associates

 

Media Partner

  • Munro Live

 

Media Partner

  • AWAF (Automotive Women’s Alliance Foundation)