Writing · field notes from the crew

Knowledge rots.
We write about the rot.

The least glamorous problem in AI, told with maps, clocks and a seven-face crew. Behind this headline: an estate assembling, dissolving, and assembling again — that's the whole story.

each essay carries the stamp of this estate’s own sweep
featured · 12 aug 20266 min · health 97Everyone governs the agent. Nobody governs what it says.AI governance stops at permissions and audit logs. The pages agents actually retrieve age ungoverned — and the gap widens on its own.Matt Woods · with Ritaread it →05 oct 20262 minPublish-to-Retire: the ratio that predicts how an estate agesEstates fail by accumulation, not by error. One number tells you which way yours is going.Matt Woods · with Rita05 oct 20262 minWho owns the page you published in March 2023?Still live, still indexed, still speaking in your voice, and nobody can name its owner.Matt Woods · with Warden05 oct 20262 minHow many descriptions of your company are live right now?Every era of positioning leaves pages behind. An agent asked what you do averages across all of them.Matt Woods · with Cedar05 oct 20262 minFour voices, one brand: what Samantha hears in your docsVoice drift is era drift. Register dates a page more honestly than its timestamp does.Matt Woods · with Samantha05 oct 20263 minThe claim you can’t back upFrom 27 September 2026, generic green claims without proof are banned across the EU. The regulator and the agent ask the same question: prove it.Matt Woods · with Sage

Case file

Anonymised. A real sweep of a real estate, with the numbers as measured.
case file 01Consumer health · 745 pages91health · built on 83% of the framework"‘Over 500,000 customers’ on one page. ‘Over 800,000’ on another. Both live. Which one is current is your call."read the case file →
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Sweep data from 120+ estates: median health 46, four voices per documentation set, 19 contradictions per thousand pages. Where you likely stand, in 22 pages.
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