I told a friend, about as much of an AI geek as I am, to switch to the newer model. Much better, I said. No more dumb questions. I had no proof. It just felt sharper than the version before it, almost from the first prompt.
What I did have was a few days of shadowy doubts about the whole thing. I had been making corrections an AI should have caught on its own. Glaring ones. It had gone lazy and started guessing. That is not my read on it. That is what it told me. The AI said it was making guesses.
An AI that tells you it is guessing is scary. It is also why nothing I build posts to a client's books on trust alone. Every pattern has to climb a ladder first.
Exception: the machine does not touch it
This is where everything starts. The AI proposes, a human disposes, and nothing posts on its own.
The place the machine is not allowed to guess at all is the AI controller work, and the research assistant I am building next. The steps that matter run through fixed scripts, deterministic code, the same input giving the same output every time. No guessing inside the workflow. The judgement calls go to a person. Most patterns live here the longest, and some never leave.
Candidate: it posts, but under watch
A pattern earns its way off the exception list with a few clean runs against what a human already did by hand. Then it starts posting, but every entry it writes is flagged for same-day human review. It is doing the work and being marked at the same time. One wrong call and it drops back to exception.
Trusted: it runs on its own
About five clean cycles in, a pattern posts unsupervised. It can still be reversed inside the window, every write still hits the audit log, but nobody reviews each entry as it happens. The kill switch, the rollback, the audit trail, all of that is what makes leaving it alone a safe thing to do, not a brave one. More on the safeguards in the go-live plan and what the AI controller actually does.
Trust is earned in cycles, not granted by a demo. A model that works once is not a model you trust. A model that tells you it is guessing has not even started the climb.
Monthly Revenues $9,200 | Clients 2 | Prospects (Meta to WhatsApp campaign built, WABA pending) | Team: Me + Jan (CTO)
Day 74 of 365.