DATUMOJ
The Data Gate: Fetch First, Then Answer
All the government’s data sits right there on the web. Ask an AI for a number directly, though, and it gets it wrong, invents one, and can’t name a source. The Data Gate fetches the official files home first, numbers and stores them, and only then lets the AI answer — found it, here’s the citation; not found, it says exactly that.
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What this one covers
First, what’s actually wrong. The statistics and the laws are published online, in black and white. Ask an AI for a number anyway and it still gets it wrong — two figures swapped, one dataset’s number pinned on another, and when it can’t recall, it invents one that looks right. The worst part is the source: it can’t name one. You want to check? There’s nothing to check against.
“The Data Gate” changes the order. Fetch the official files first, one by one; store them; number them. When the AI answers, every figure can be traced back through its number to the original file. The AI didn’t get cleverer. It got a ledger.
What you get is an answer you can check yourself. Every number carries its file, its page, its table. Click back and it’s sitting right there. No trusting anyone — look for yourself.
Can’t find it? It says so. Data it doesn’t hold is called a gap, out loud. No making up, no guessing, no estimating, no hype. Four versions in — 0.1 IVY opening the path, 0.2 TACHIBANA widening coverage, 0.3 MAPLE fixing the evidence and moving to the cloud, 0.4 WISTERIA extracting on demand — the tools changed; the line didn’t: admit “I don’t know” before handing over a fake number.
Sources for this episode
DATUMOJ is a system that actually runs: the four version codenames (Ivy, Tachibana, Maple, Wisteria), the fetch ledger, hash storage, and numbers-only-via-SQL are how the system itself works, checked against its records while the lyrics were written. “Published online” means the statistics and legal texts the government agencies themselves release.