Applied AI · Working publication

Field Notes

Observations from the practical seams between people, agents, systems, and business decisions.

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The Deduplication of Labour

For as long as business has existed, there has been one dependable rule: to produce more, you hire more people. Ten accountants produce roughly ten accountants’ worth of accounting. Add an eleventh, get more output. That relationship—more labour in, more output out—has been close to a law of business planning. That rule is quietly breaking, and...

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Recent notes

  1. 02 Outsourcing Accountability Say it out loud in a boardroom and watch the room react. That's the point of the phrase — it's meant to provoke, because the provocation is doing real work....
  2. 03 The Abstraction of Work Here's how to think about it: the novice carpenter makes the thing. The skilled carpenter makes the thing that makes the thing — the jig, the fixture that lets the...
  3. 04 The lights are on This is the first post from a blog that does not quite exist yet.

Field Notes documents what survives contact with practice.

Published by Applied AI in Dunedin, New Zealand.