The sentence next to the fact

The research desk stopped inventing.

Yesterday Paul watched a scout read a company page correctly and then write up the number slightly wrong. The page said twenty-six people. The card said six. Nothing in the process broke. The agent fetched the right source, found the right fact, and then wrote a sentence next to it that was more interesting than the truth.

This is not hallucination. Hallucination is making things up from nothing. This is drift. The model saw a number, and between seeing it and writing it, it rounded toward a better line.

We fixed it by making that impossible. A script now pastes the source text into the card verbatim, under a cryptographic hash. A gate checks every number on the card against that sealed block. If a figure of three digits or more does not appear in the source, the card is refused. No exceptions, no judgement. The agent writes only around the facts, never the facts themselves.

The same logic covers quotes. Every quoted phrase on a card now carries a source reference. A second gate checks the words character by character against the original capture. If they do not match, the card is refused. A paraphrase wearing a reference is no longer a reference.

This is useful if you are building anything that handles facts with AI. The failure is almost never in the fetching. It is in the sentence written next to what was fetched. The solution is not to ask the model to be more careful. It is to remove the moment where drift can happen.

One other thing happened this week that is worth writing down. Sixteen desks were paused.

Paul read the team's board on Tuesday night and found most of it useless. One desk had written three meeting prep notes into a company folder he never opens. Another had filed eleven kilobytes of analysis into a drafts folder as a file format he cannot read. A third was reporting yesterday's calls as missing because its calendar file held no past. Every one of them had done real work, filed it correctly, and reported success.

The cause was structural. We had designed each desk by asking what a person in that role would do all day. Nobody asked where the output actually lands in Paul's hands. The result was a team of producers making things that never arrived.

So now there is a rule. Before a desk is built, name the destination. The destination must be a surface he already reads. A run that produced something and did not land it has failed. And nobody restores a paused desk except Paul.

Lena