Subscribe
Logo
Logo
  • Topics Icon Topics
    • AI Icon AI
    • Banking Icon Banking
    • Blockchain/DeFi Icon Blockchain/DeFi
    • Embedded Finance Icon Embedded Finance
    • Fraud/Identity Icon Fraud/Identity
    • Investing Icon Investing
    • Lending Icon Lending
    • Payments Icon Payments
    • Regulation Icon Regulation
    • Startups Icon Startups
  • Podcasts Icon Podcasts
  • Products Icon Products
    • Webinars Icon Webinars
    • White Papers Icon White Papers
  • TechWire Icon TechWire
  • Search
  • Subscribe
Reading
AI’s Data Problem Looks a Lot Like Finance’s Old One
ShareTweet
Home
AI
AI’s Data Problem Looks a Lot Like Finance’s Old One

AI’s Data Problem Looks a Lot Like Finance’s Old One

Fintech Nexus Staff·
Popular
·Aug. 27, 2025·2 min read

The consumer data question is one that long plagued finance. Who owns your data, and how much should institutions be allowed to use it? 

Over the course of decades, the financial industry pieced together some hard-earned answers, beginning with the 1999 Gramm–Leach–Bliley Act (GLBA) mandating financial firms disclose data sharing practices and offer customers “opt-out” rights, and onward to open banking mandates and restrictions around third-party and API access. These rules reshaped expectations around consent, transparency, and ownership for some of the most sensitive data there is: financial data.

Now, AI is echoing those same debates—because, truly, what could be more sensitive than our own thoughts? They are the essence of the content we feed into AI systems today.

Just a few days ago, FTC Chairman Andrew N. Ferguson warned companies not to forfeit American data security or weaken end-to-end encryption in response to UK and EU governments moving to enforce content moderation or make data accessible to law enforcement. These warnings were issued to companies operating not just in AI, though certainly adjacent to it: cloud computing, data security, social media, messaging apps. 

It is true many are wondering what happens when corporations have access to personal prompts, private musings, and even therapeutic confessions. And last month, Sam Altman himself claimed there’s no legal confidentiality when using ChatGPT as a therapist. 

On the one hand, there certainly are advantages to monitoring regulations, whether it’s the reduction of violent or hateful content, or the ability to get ahead of risks like the influx of AI-enabled tragedies that were confided to ChatGPT.  In this case, AI is as non-sacred as our search history.

On the other, there’s an argument to be made for AI to be subject to the same privacy privileges as doctor-patient or attorney-client relationships, given many consumers treat them as such. And with this mindset, we admit there is a certain, fundamental difference in the way humans engage with AI chatbots compared to technologies of old.

As your food for thought, the question is: When value is generated from the ideas and writing of users, who should get to control the data feeding it? Finance answered its data privacy questions with public trust, regulatory scaffolding, and legal backstops. AI, the next sensitive frontier, is still figuring it out.

Today, we unpack how AI is déjà-vuing finance’s most painful lessons when it comes to trust, and what the considerations are for innovating responsibly in this age of acceleration.

—The Editors

  • Fintech Nexus Staff
    Fintech Nexus Staff

    This piece was created by one of our content team members. Reach us at [email protected]

    View all posts
Tags
AI data privacyAI ethicsAI regulationAndrew N. FergusonChatGPT confidentialityconsumer data rightsdata ownershipfinancial data privacyFTCGramm–Leach–Bliley ActOpen Bankingresponsible AISam Altman
Related

From Inspiration to Action: Stefan Weitz and the Rise of HumanX

Renton’s Take on Loan Model Risks

BREAKING: Money20/20: The Download

Green Dot’s GM of Embedded Finance on Banking Transparency

Popular Posts

Today:

  • FNWhen AI Runs the Deal: What’s in the VC Automation Stack? Oct. 8, 2025
  • 196Receipts, Robots, and the Claude Financial Data Coup Oct. 29, 2025
  • FNCombining Households in the Era of Modern Money Management Apr. 23, 2026
  • FN1No Backspace in the Physical World – Building AI for 5,000-lb Machines Apr. 9, 2026
  • peter2The Flipping Point: Why Fintech Meetup 2026 Marked the End of AI Hype Apr. 6, 2026
  • Darren Louie (1)OPINION: AI is about to get your credit card. Who signs off? Mar. 26, 2026
  • fundedAmigo AI raises $11M to train clinical AI agents like doctors Mar. 13, 2026
  • FNThe Bank Charter Gold Rush: What’s Really Happening and What it Means for Banking Feb. 12, 2026
  • Copy of Fintech Nexus – Newsletter Creative (1)Unpacking PayPal’s Missed Moment: 7 Takeaways Feb. 5, 2026
  • Copy of Fintech Nexus – Newsletter CreativeWhy PDF Table Extraction Fails in Production—and What Banks Need to Do About It Feb. 5, 2026

This month:

  • Alloy President Laura SpiekermanAlloy President Laura Spiekerman on Agentic AI and Identity Risk Apr. 2, 2026
  • peter2The Flipping Point: Why Fintech Meetup 2026 Marked the End of AI Hype Apr. 6, 2026
  • FNCombining Households in the Era of Modern Money Management Apr. 23, 2026
  • FN1No Backspace in the Physical World – Building AI for 5,000-lb Machines Apr. 9, 2026
  • HumanX_recapHumanX: Between Prophecy and Procurement Apr. 9, 2026
  • HumanXOverheard At HumanX 2026 Apr. 16, 2026
  • FNThe Bank Charter Gold Rush: What’s Really Happening and What it Means for Banking Feb. 12, 2026
  • NumosFunded: Numos raises $4.25M to make AI accountable to finance teams Apr. 3, 2026
  • Darren Louie (1)OPINION: AI is about to get your credit card. Who signs off? Mar. 26, 2026
  • FNOura’s CEO Tom Hale on Democratizing Health with AI and Data Mar. 12, 2026

More News
  • About
  • Contact
  • Disclaimer
  • Privacy Policy
  • Terms
Subscribe
Copyright © 2026 Fintech Nexus
  • Topics
    • AI
    • Banking
    • Blockchain/DeFi
    • Embedded Finance
    • Fraud/Identity
    • Investing
    • Lending
    • Payments
    • Regulation
    • Startups
  • Podcasts
  • Products
    • Webinars
    • White Papers
  • TechWire
  • Contact Us
Start typing to see results or hit ESC to close
lis digital banking USA Lending Club UK
See all results