I Think AI’s Biggest Crisis Will not Be Technical It Will Be Legal
@OpenLedger I think the AI industry is still pretending that growth is the only direction possible. Every conversation is about faster models, smarter agents, bigger valuations, and endless automation. But history shows that industries built this aggressively eventually face breakdowns, disputes, bankruptcies, and painful restructurings. And when that happens, the real question is not whether the model was impressive. It is who owns what, who contributed what, and who carries the liability when revenue disappears.
That is why I believe provenance infrastructure matters far more than most people realize. Modern AI products are not built in isolation. They are layered with licensed datasets, external annotation work, fine-tuning pipelines, APIs, and hidden dependencies everywhere. If a company fails tomorrow, untangling those relationships becomes a legal nightmare. Without a durable record of contribution and ownership, everything turns into confusion and expensive forensic battles.
I do not see systems like OpenLedger as simple reward mechanisms for contributors anymore. I see them as potential infrastructure for managing collapse in a predictable way. Enterprise adoption will ultimately depend less on hype and more on trust, auditability, and accountability. Because when the AI boom slows down and the lawyers start digging, a clear history of provenance may become the only thing preventing total chaos.