Post-Market Oversight Archives

Virtual influencers appear in the same feeds as human creators, are managed through the same creator tools, and are subject to the same published platform policies. In reviews, policy briefings,…

Go Deeper

Go Deeper

3 min

Policy & Society

Why AI Regulation Struggles With Models That Change After Release

December 7, 2025

Most regulatory systems are built around stable products. A device is approved, a drug is certified, or a financial instrument is licensed based on a fixed design. AI models do not…

Go Deeper

Post-Market Oversight

Why Platforms Quietly Govern Virtual Influencers Differently

Why AI Regulation Struggles With Models That Change After Release

Invisible Work: The Labor AI Systems Don’t Eliminate

The Rise of Human Fallback Labor in AI-Driven Work

What Audiences Are Actually Trusting When They Follow a Virtual Influencer

Why Platforms Quietly Govern Virtual Influencers Differently

The Human Work Required to Run a “Synthetic” Influencer

When Virtual Influencers Stop Being Cheaper Than Humans

What Virtual Influencers Actually Are — And Why They Exist

Why Global Investors Are Looking to Chinese AI as U.S. Tech Valuations Stretch

Categories