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

Fintechs Take On AI x Fraud

SOLO’s CEO on the data and banking dilemma

Preventing AI Catastrophes

Founders and the Future Dispatch: Responsible AI in an Age of Acceleration

Popular Posts

Today:

  • Are We About to Make a Quantum Leap in Small Business Lending(1)Are We About to Make a Quantum Leap in Small Business Lending? Sep. 30, 2025
  • Audrey KimOak HC/FT VC Partner Kim Talks AI, Stablecoins, and Customer Value Oct. 7, 2025
  • Newsletter6-Graph (2)As Stablecoins Surge, Fraud Headwinds Getting Stronger Oct. 9, 2025
  • Fintech Nexus – Newsletter Creative (1)Stopping Gen AI’s Fraud Potential–from ID theft to Stablecoins Oct. 9, 2025
  • FNWhen AI Runs the Deal: What’s in the VC Automation Stack? Oct. 8, 2025
  • Sadi KhanInside Aven’s Founder Chic: Sadi Khan on Equity, Credit, and Cognitive Load Oct. 2, 2025
  • Zinnia CEO – Michele TrogniThe Nexus Profile: Zinnia’s CEO on Building the Rails for Financial Longevity Sep. 9, 2025
  • Fintech Nexus – Newsletter Creative (2)How Are Startups Spending on AI? Oct. 8, 2025
  • Luke Sikora JPMorgan Growth Equity PartnersJ.P. Morgan’s Growth Equity Partner Sikora Still Sees IPO Upside Sep. 23, 2025
  • keep-an-eye-on-these-female-fintech-founders 2 (3)Future of Fintech: Female Founders in Focus Aug. 14, 2025

This month:

  • Are We About to Make a Quantum Leap in Small Business Lending(1)Are We About to Make a Quantum Leap in Small Business Lending? Sep. 30, 2025
  • Sadi KhanInside Aven’s Founder Chic: Sadi Khan on Equity, Credit, and Cognitive Load Oct. 2, 2025
  • Al AgentsThe Scramble to Build the AI Agent Economy Sep. 24, 2025
  • Diya JollyXero’s CTO on building a ‘superagent’ for accounting Sep. 17, 2025
  • 5 Founders Driving Humanoid AIThe Humanoid Era: 5 Leaders Defining Physical AI Sep. 10, 2025
  • SOLO CeoSOLO’s CEO on the data and banking dilemma Sep. 11, 2025
  • Zinnia CEO – Michele TrogniThe Nexus Profile: Zinnia’s CEO on Building the Rails for Financial Longevity Sep. 9, 2025
  • Revised-AI-InvoiceAI Faces Skepticism. Startups Say: OK, Pay When it Works Jun. 25, 2025
  • _Renton’s Take on AI x Banking; Fed Independence Weighs on Macro OutlookFraudsters Beware: Fintech is on the Case Sep. 16, 2025
  • Luke Sikora JPMorgan Growth Equity PartnersJ.P. Morgan’s Growth Equity Partner Sikora Still Sees IPO Upside Sep. 23, 2025

  • About
  • Contact
  • Disclaimer
  • Privacy Policy
  • Terms
Subscribe
Copyright © 2025 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