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AI Health Leaders

AI Health Leaders

Written by: Rahul Varshneya
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AI Health Leaders is your go-to channel for exclusive insights from the trailblazers of digital health and AI innovation. Join us as we interview industry leaders, visionary founders, and top tech executives shaping the future of healthcare through artificial intelligence.

Rahul Varshneya Economics
Episodes
  • Bill Gibson: Trust Over Tech In Healthcare AI

    Bill Gibson: Trust Over Tech In Healthcare AI
    May 30 2025

    Bill Gibson is an experienced technical leader who has led engineering and product teams across startups and large companies. He brings real-world perspective to AI implementation and product development.

    Bill talks about:

    • Anchoring AI features in natural workflows: don’t bolt on chatbots; embed intelligence where users already expect it.
    • Enforcing trust through transparency: always label AI‑generated content and surface confidence scores and data provenance.
    • Focusing on achievable use cases: massive datasets alone won’t guarantee success; start with narrowly scoped, high impact AI applications.
    • Designing for model evolution: use abstraction layers (like Cursor or Windsurf) so you can swap underlying AI engines as they improve.
    • Outsourcing selectively: retain your strategic “special sauce” and core architecture in‑ house, but consider contracting out standard, non‑differentiating features.

    Key quote: “Trust is the whole thing… we need to make sure that we clearly differentiate that this is not a doc, this is not a nurse, this is not a medical practitioner. This is an AI.”
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    27 mins
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