『The FIT4Privacy Podcast | Exploring ISO Standards AI Privacy | Grow Skills Store』のカバーアート

The FIT4Privacy Podcast | Exploring ISO Standards AI Privacy | Grow Skills Store

The FIT4Privacy Podcast | Exploring ISO Standards AI Privacy | Grow Skills Store

著者： Punit Bhatia | Data Privacy Sourcing & EU AI Act Specialist | ISO Standards
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The FIT4Privacy Podcast dives into data privacy and the evolving EU AI Act, offering expert insights on ISO standards, GDPR, and digital trust. Join host Punit Bhatia as he explores privacy laws and EU regulations through conversations with industry leaders, delivering actionable advice and thought leadership for privacy professionals and technology enthusiasts alike. Top Ranked by Feedspot. Follow www.fit4privacy.com/podcast and https://growskills.store/?utm_source=podcastPunit Bhatia | Data Privacy, Sourcing & EU AI Act Specialist | ISO Standards マネジメント マネジメント・リーダーシップ 経済学
エピソード
  • How to Evaluate AI You Can Trust E166

    How to Evaluate AI You Can Trust E166
    2026/06/04

    How do you know if an AI system is trustworthy, compliant, ethical, and fit for purpose?

    In this episode of the FIT4Privacy Podcast, Punit Bhatia is joined by Stella Liu, an AI evaluation expert and founder of AI Evals & Analytics, to unpack one of the most practical and overlooked challenges in AI today: how to evaluate AI systems before and after deployment.


    KEY MOMENTS

    02:09 —AI Definition

    03:02 —AI Evaluations

    10:31 — Why AI Testing Is Hard

    14:06 — Evals Plus Analytics
    18:15 —Synthetic Data

    23:47 —Protecting Privacy Ethical
    29:05 — AI Evals as a Company

    29:52 —How to reach Stella Liu


    Stella explains why AI behaves differently from traditional software, why testing code alone is no longer enough, and how AI evaluations (AI evals) help organizations assess real-world behavior, risk, and performance. From evaluation driven development to continuous monitoring in production, the conversation explores how teams can move beyond guesswork and hype toward repeatable, measurable AI governance.


    ⸻

    ABOUT THE GUEST

    Stella Liu is the Co-founder of AI Evals & Analytics (Maven), where she created the AI Evals & Analytics Playbook and teaches top-rated courses on LLM evaluation, monitoring, and product alignment. She’s also the Head of AI Applied Science at ASU, leading evals and analytics across university-wide AI products and building higher-ed’s first formal AI evaluation framework, and she previously led data science at Shopify and Carvana with 12+ years shipping large-scale ML systems.

    ABOUT THE HOST

    Punit Bhatia is one of the leading privacy experts who works independently and has worked with professionals in over 30 countries. Punit works with business and privacy leaders to create an organization culture with high privacy awareness and compliance as a business priority. Selectively, Punit is open to mentor and coach privacy professionals.

    ⸻

    Resources & Links

    Guest Links
    Stella Lui

    • Website: https://maven.com/
    • LinkedIn: https://www.linkedin.com/in/wenxingl/

    Grow Skills (Privacy Courses & Insights)

    • Courses: https://growskills.store/courses/

    • Insights: https://growskills.store/insights/

    • Website: https://growskills.store/

    FIT4Privacy

    • Website: https://www.fit4privacy.com

    • Podcast: https://www.fit4privacy.com/podcast

    • Blog: https://www.fit4privacy.com/blog

    • YouTube: http://youtube.com/fit4privacy

    Punit Bhatia

    • Website: https://www.punitbhatia.com

    Books

    • Be Ready for GDPR

    • AI & Privacy – How to Find Balance

    • Intro to GDPR

    • Be an Effective DPO


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    31 分
  • AI Evaluation Methods

    AI Evaluation Methods
    2026/05/28

    How do you know if an AI system is trustworthy, compliant, ethical, and fit for purpose?

    In this episode of the FIT4Privacy Podcast, Punit Bhatia is joined by Stella Liu, an AI evaluation expert and founder of AI Evals & Analytics, to unpack one of the most practical—anud overlooked—challenges in AI today: how to evaluate AI systems before and after deployment.


    KEY MOMENTS

    02:09 —AI Definition

    03:02 —AI Evaluations

    10:31 — Why AI Testing Is Hard

    14:06 — Evals Plus Analytics
    18:15 —Synthetic Data

    23:47 —Protecting Privacy Ethical
    29:05 — AI Evals as a Company

    29:52 —How to reach Stella Liu


    Stella explains why AI behaves differently from traditional software, why testing code alone is no longer enough, and how AI evaluations (AI evals) help organizations assess real‑world behavior, risk, and performance. From evaluation‑driven development to continuous monitoring in production, the conversation explores how teams can move beyond guesswork and hype toward repeatable, measurable AI governance.


    ⸻

    ABOUT THE GUEST

    Stella Liu is the Co-founder of AI Evals & Analytics (Maven), where she created the AI Evals & Analytics Playbook and teaches top-rated courses on LLM evaluation, monitoring, and product alignment. She’s also the Head of AI Applied Science at ASU, leading evals and analytics across university-wide AI products and building higher-ed’s first formal AI evaluation framework, and she previously led data science at Shopify and Carvana with 12+ years shipping large-scale ML systems.

    ABOUT THE HOST

    Punit Bhatia is one of the leading privacy experts who works independently and has worked with professionals in over 30 countries. Punit works with business and privacy leaders to create an organization culture with high privacy awareness and compliance as a business priority. Selectively, Punit is open to mentor and coach privacy professionals.

    ⸻

    Resources & Links

    Guest Links
    Stella Lui

    • Website: https://maven.com/
    • LinkedIn: https://www.linkedin.com/in/wenxingl/

    Grow Skills (Privacy Courses & Insights)

    • Courses: https://growskills.store/courses/

    • Insights: https://growskills.store/insights/

    • Website: https://growskills.store/

    FIT4Privacy

    • Website: https://www.fit4privacy.com

    • Podcast: https://www.fit4privacy.com/podcast

    • Blog: https://www.fit4privacy.com/blog

    • YouTube: http://youtube.com/fit4privacy

    Punit Bhatia

    • Website: https://www.punitbhatia.com

    Books

    • Be Ready for GDPR

    • AI & Privacy – How to Find Balance

    • Intro to GDPR

    • Be an Effective DPO


    続きを読む 一部表示
    7 分
  • AI on LinkedIn Authenticity, Automation & the New Rules E165

    AI on LinkedIn Authenticity, Automation & the New Rules E165
    2026/05/21
    AI is changing how professionals communicate, market, and build relationships on LinkedIn but using more automation doesn’t always lead to better outcomes. In this episode of the FIT4Privacy Podcast, we sit down with Judi Hays, LinkedIn strategist and author of Elevate, Expand, Engage, to explore how AI is reshaping visibility, credibility, and professional branding on LinkedIn. Judy explains why AI should be treated as an assistant, not a replacement, and why unchecked automation can quietly damage trust and reputation. KEY MOMENTS 02:00 — The world of AI Privacy 02:30 — AI Impact on Marketing 05:45 — Concerns on Privacy 09:02 — LinkedIn Algorithm Shift 15:12 — Elevate Expand Engage Framework 22:23 — AI Bots and Automation Risk 26:40 — About the book “Elevate Expand Engage” 28:30 — Final Message From AI‑generated comments and outreach tools to voice notes mistaken for synthetic audio, this conversation highlights how easily authenticity can be lost. We discuss why LinkedIn is not a selling platform, how the algorithm has shifted to prioritize integrity over hacks, and why saves and meaningful comments now matter more than likes or hashtags. The episode also dives into privacy and security concerns, including risky links, fake profiles, and automation tools that can lead to account suspension. Whether you’re a consultant, executive, job seeker, or founder, this conversation offers practical, experience-based guidance on how to use AI responsibly while building a trusted professional presence. If you’re navigating LinkedIn in the age of AI, this episode will help you understand what has changed, what no longer works, and why authenticity still wins. ⸻ ABOUT THE GUEST Judi Radice Hays is a New York-based LinkedIn strategist, personal brand expert, and author of Elevate, Expand, Engage: A Refreshingly Different Approach to Winning on LinkedIn. She advises executives on building visibility, strengthening trust, and positioning their expertise for career opportunities and business development on LinkedIn. Judi is known for her practical, credibility-first approach to authority positioning that helps the invisible become invaluable. She is a frequent contributor to Forbes and the Financial Executive Journal. ABOUT THE HOST Punit Bhatia is one of the leading privacy experts who works independently and has worked with professionals in over 30 countries. Punit works with business and privacy leaders to create an organization culture with high privacy awareness and compliance as a business priority. Selectively, Punit is open to mentor and coach privacy professionals. ⸻ Resources & Links Guest Links Judi Hays • Website: https://judihays.com/ • LinkedIn: https://linkedin.com/in/judihays • Substack: https://substack.com/@askjudihays • YouTube: https://www.youtube.com/@askjudihays • Digital Resources: https://judihays.gumroad.com/ •Book: https://www.amazon.com/Elevate-Expand-Engage-Refreshingly-Relationships/dp/1955242070 GrowSkills (Privacy Courses & Insights) • Courses: https://growskills.store/courses/ • Insights: https://growskills.store/insights/ • Website: https://growskills.store/ FIT4Privacy • Website: https://www.fit4privacy.com • Podcast: https://www.fit4privacy.com/podcast • Blog: https://www.fit4privacy.com/blog • YouTube: http://youtube.com/fit4privacy Punit Bhatia • Website: https://www.punitbhatia.com Books • Be Ready for GDPR • AI & Privacy – How to Find Balance • Intro to GDPR • Be an Effective DPO
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    29 分
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