The joke
Two offices. The real one is calm. The copy is on fire. Nobody in the real office has noticed, which is rather the point.
The irony
Most organisations change by experimenting on themselves. New system, new structure, new AI tool, straight onto real people and real customers. Then they discover the half they hadn't mapped. Engineers stopped working that way long ago. Organisations mostly haven't.
So what?
This is the heart of our flagship paper. Before an organisation takes its work apart, it needs a digital twin of itself: a working copy built from its own systems, checked by a person, that says what it could not see. Changes are tried on the copy, not the company, and can be undone. In the paper's words, engineers didn't change Apollo 13 by experimenting on the spacecraft. The Periodic Table's lab starts the same way, on invented organisations before any real one.
What change would you want to try on a copy of your organisation before trying it for real? Tell us in the comments, or respond to the paper.
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