S7, E269 - You're the Teacher Now: How Companies Are Using Your Data to Build AI That Replaces You

Privacy Please12mApril 1, 2026

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AI-Generated Summary

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.

Key Takeaways
1

Your data is no longer just a product—it's being used to train AI models that may replace you.

2

Opt-out settings for AI training are often buried deep and not user-friendly, especially in the U.S.

3

Function creep—using data for new purposes without consent—is now a widespread, systemic issue.

4

Employee data is increasingly used to train AI that automates their jobs, with little legal protection.

5

Even if you delete your data, the AI model trained on it still retains your behavioral patterns.

…and 3 more takeaways available in PodZeus

Chapters
0:00
3 min

The New Deal: You're the Teacher Now

You're not just the product anymore. You're the teacher.

Highlight
2:30
3 min

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.

Highlight
5:30
5 min

The Playbook: Function Creep Across Industries

Former employees described it to Business Insider as building your own coffin.

Highlight
10:00
2 min

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.

High-Impact Quotes
You're not just the product anymore. You're the teacher.
Cameron Ivey0:20
Viral: 92.0
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.
Cameron Ivey10:50
Viral: 90.0
You can't delete yourself from a trained model without retaining the model from scratch.
Cameron Ivey8:20
Viral: 88.0
Speakers

Host

Cameron Ivey
Topics Discussed
AI Training Using User Data95%Function Creep in Data Use90%Employee Data and AI Automation88%Privacy Rights in the Age of AI85%Opt-Out Mechanisms and Consent Design80%Corporate Accountability for AI75%Legal Challenges to AI Data Use70%Bias in AI Training Data65%
People & Brands

Cameron Ivey

person

15xNeutral

GitHub

organization

12xNegative

Copilot

product

4xNeutral

Figma

organization

3xNegative

GDPR

other

3xPositive

Microsoft

organization

3xNeutral

JPMorgan Chase

organization

2xNegative

FTC

organization

2xNeutral

CCPA

other

2xPositive

Amazon

organization

2xNegative

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