Trademark and Copyright Law: What IP Frameworks Teach Us About Data Ownership
Trademark and copyright law solved intangible ownership through fixation and registration. Here is what those IP frameworks teach us about data ownership.
Updates
Training Data Supply Chain: Where Your Posts Go After You Hit Publish
Trace the training data supply chain from your public post through Common Crawl, LAION, and The Pile to AI model weights. And what you can do about it.
Opt-Out Is Not Enough: Why Proof of Data Ownership Comes Before Permission
Proof of data ownership must come before any dispute. Learn why opt-out frameworks are reactive by design and how origination changes your leverage entirely.
Data Property Rights: Should You Legally Own Your Personal Data?
Should personal data be legally owned? We break down the data property rights debate: proponents, critics, existing law, and where PDAOS fits in.
Voice Data Ownership: Why Voice Cloning Makes Proof of Origin Critical
Voice data scraped from podcasts and calls fuels cloning models. Here's why voice data ownership proof is the next critical privacy frontier in 2026.
Data Breach Trends in 2026: What the Biggest Exposures Mean for Your Ownership Rights
Data breach trends in 2026 expose a deeper property rights problem. Learn what victims can do. And why ownership proof changes your legal standing.
AI Data Settlements: How Will Courts Know Who to Pay?
If AI companies settle data claims, who gets paid? Without origination records, compensation is impossible to distribute. PDAOS provides the infrastructure.
Treating Personal Data Like Property: The Legal Framework That Does Not Exist Yet
Personal data property rights don't exist in US law yet. Here's what the current frameworks miss and what needs to change in 2026.
Data Cooperatives and the Origination Problem: Why Shared Governance Needs Standing First
Data cooperatives require participants with standing. Without origination, you cannot share what you never provably owned. Here is how PDAOS changes that.
Data Licensing: Could You Actually Sell Access to Your Own Information?
Data licensing could let individuals set terms before companies profit from their data. Here's what PDAOS makes possible and what has to change for it to scale.