The automation stopped exactly where the web page started. Last year, a hardware vendor owed us a credit whenever a software update shipped with a known bug that hit our devices. The bug was public. The amount was a formula. Someone still had to open the vendor’s security notice, check that our exact version was listed, and declare the credit due. Their reports came late, the wording got disputed, and once they were out sick. A smart contract, a program that holds and pays out money by fixed rules, could have kept the funds safe. It still would have waited on that person. In crypto, a middleman like that is called an oracle. I think of it as the last trusted step. Write any rule you like, but the moment it needs a fact from the web, someone outside the contract gets the final say. @GenLayer’s Intelligent Contracts go and look for themselves instead of waiting to be told, then ask an AI whether the credit is owed. And no single reader gets the last word: one validator proposes an answer, others check it with their own AI models, and it only stands if they agree. If not, it tries again. A bad notice is still a bad notice. But a sick day stops being a problem, and a wording dispute becomes several readings instead of one person’s opinion. Who is the last trusted step in your own work? The one person everything waits on?