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Paul Welty, PhD AI, WORK, AND STAYING HUMAN

reflection

64 posts





· reflection

The headcount lie

The assumption that work scales with people is so embedded in how organizations think that questioning it feels like questioning gravity. But one operator just ran ten parallel operations in a single day. The unit of capacity isn’t the person. It’s the decision-maker.



· development

Silence by design

Most systems have more suppression than their owners realize. It gets installed for good reasons. The cost accumulates slowly, in the form of systems you can’t operate because you’ve removed the signals that would let you understand them.




· development

Your empty queue isn't a problem

Dropping a column from a production database is the organizational equivalent of admitting you were wrong. Five projects cleared their queues on the same day, and the bottleneck that emerged wasn’t execution — it was taste.