Coherence
Why AI pays off only when it and the systems beneath it reinforce each other, and why pointing it at cost-cutting caps the return before you start.
Essays
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Codebase Rot
You cannot inspect coherence back into a system that was assembled without it. Coherence is not a property you audit in at the end; it is a property of how the work was produced. By the time the rot is visible, the cheap moment to prevent it is already gone.
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Where Your Memory Accrues
You are going to generate this asset either way. The only choice that lasts is where it accrues, and whether the truest description of your business ends up belonging to you or to someone else.
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The Ongoing Invoice
AI doesn't behave like the machine the purchase order treats it as. Every answer is metered, the thing itself drifts and has to be pulled back into line, and it takes people to keep honest. So the cost doesn't end at the signature. It starts there, and renews every period for as long as you run it.
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What You Own When the Vendor Leaves
The intelligence is the most replaceable part of this, whether you hire it by the hour or run your own copy. It was never the asset worth owning. The asset is everything that makes an intelligence useful the moment it arrives, and most companies hand it away.
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The Crane and the Building
The crane is only useful because there's a building. The building only rises because there's a crane. The return doesn't come from either one — it comes from the two reinforcing each other, floor by floor.
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The Coupon and the Printing Press
Subtraction has a floor — you can only cut to zero. Capability has no ceiling at all. Point the most capable tool you have ever had at making things cheaper, and the very best you can do is a cheaper version of what you already were.