S7, E269 - You're the Teacher Now: How Companies Are Using Your Data to Build AI That Replaces You
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In this episode of Privacy Please, host Cameron Ivey exposes a troubling shift in how companies are using personal and professional data: no longer just as a product, but as a teacher for AI systems designed to replace users and employees. The episode centers on GitHub's upcoming policy to use customer code, prompts, and interactions to train its AI models—opt-in by default in the U.S., buried deep in settings. Ivey argues this is part of a broader 'playbook' across tech companies, where data collected for one purpose is quietly repurposed for AI training through 'function creep.' The episode highlights how employees across industries—from customer service to legal teams—are unknowingly feeding AI systems that eventually automate their roles, often without consent or protection. Ivey underscores the legal and ethical crisis: even when users request data deletion, the AI model's learned patterns remain, rendering privacy rights ineffective. The episode concludes with actionable steps—auditing privacy settings, documenting employer requests, and demanding transparency—while challenging listeners to question whether their input is being used to train AI that could replace them.
Your data is no longer just a product—it's being used to train AI models that may replace you.
Opt-out settings for AI training are often buried deep and not user-friendly, especially in the U.S.
Function creep—using data for new purposes without consent—is now a widespread, systemic issue.
Employee data is increasingly used to train AI that automates their jobs, with little legal protection.
Even if you delete your data, the AI model trained on it still retains your behavioral patterns.
…and 3 more takeaways available in PodZeus
The New Deal: You're the Teacher Now
“You're not just the product anymore. You're the teacher.”
GitHub's AI Training Policy: A Case Study
“It's off by default in some regions because European law requires opt-in. In the US, it's on by default because the law doesn't require otherwise.”
The Playbook: Function Creep Across Industries
“Former employees described it to Business Insider as building your own coffin.”
The Illusion of Privacy: Why Deletion Doesn't Work
The episode concludes with a sobering truth: even if you delete your data, the AI model trained on it retains your patterns. Legal experts are beginning to classify trained models as 'derived personal data,' making deletion rights ineffective in practice.
“You're not just the product anymore. You're the teacher.”
“The question we're sitting with isn't whether companies should be allowed to do this. It's whether you ever actually agreed to it.”
“You can't delete yourself from a trained model without retaining the model from scratch.”
Host
Cameron Ivey
person
GitHub
organization
Copilot
product
Figma
organization
GDPR
other
Microsoft
organization
JPMorgan Chase
organization
FTC
organization
CCPA
other
Amazon
organization
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