Deep Find, sharper: the full document, or an honest answer

When we launched Deep Find, the promise was simple: you know a specific document exists, and we dig until we pin it. Watching real digs since then, we found two ways to make it more trustworthy.

The first is completeness. A hunt is not done when a link loads. It is done when the link delivers the whole document. Previews, partial excerpts, and first-chapter teasers can look like a hit and dead-end the moment you click through. Deep Find now reads the candidate and checks it is the full document, not a preview, before handing it over. If a source is only a preview, it keeps digging.

The second is honesty. Sometimes the exact document is not openly available. The easy move is to return something close and hope it passes, but a confident near-miss costs you more time than a straight answer. So when Deep Find cannot verify a full copy, it says so and shows you the closest sources instead of passing off a partial as the real thing.

Digs are also more reliable now: fewer stall out, and results hold up better from run to run.

None of this changes the feel: speed by default, depth when needed. Most searches never need Deep Find. But when you are chasing the one document a general search buries, "here is the full document, checked" beats "here is a link."

It is live for every FIND account. Search as you always do. When a document is buried, dig deeper.