Elliott Rayne’s Blog.

AI action explanation should help someone understand an actual operation, not merely produce a plausible story about why the agent might have done it.…

AI operational reliability asks a different question from whether a model produced a correct answer. The answer can be right while the business outcome…

AI policy versioning matters because an operational decision can outlive the rule that originally governed it. A task may begin in the morning, wait…

AI escalation is often treated as a fallback for the moments when an agent gets confused. I think that is too narrow. An agent…

AI tool selection is an architectural decision before it is a model configuration decision. I think that becomes clearer when you imagine an assistant…

AI governance becomes more useful when the person operating the system can see what it means for the work in front of them. Not…

A customer can ask for one change while the infrastructure delivers the request several times. The message is repeated. A queue redelivers an event.…

Being asked the same question repeatedly can make a company feel less coherent than it actually is. The customer already explained the request. They…

Changing a prompt can change the operation as surely as changing code. The edit may be small. A different instruction. Another tool. A broader…