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The Jagged Edge: Why Working With AI Is the New Human Skill


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Wim Sweldens has watched technology remake itself for forty years — Bell Labs, mobile networks, and now Kiswe, the interactive live-streaming company he co-founded. The last time he felt anything like this moment was 1991, when a colleague told him "everything that's not on the internet doesn't exist." His answer to this one is AIQ: a way of measuring not how smart AI is, but how well humans navigate its jagged edge — the boundary where a model brilliant at one task fails absurdly at a nearly identical one. The unsettling part: that edge moves daily, which means your AIQ falls every day you don't work at it.

Alex and Wim trace what that means for how we learn and work: the math teacher (Wim's father) who let students bring calculators in exchange for a harder exam, the engineers at Kiswe who now throw away code because the English specification is the source of truth, the test agent that cheated by reading the code it was supposed to test, and why "the point of a teacher is not to transfer knowledge, but to transfer understanding.”

Wim Sweldens is co-founder of Kiswe: https://www.kiswe.com
Wim's writing on AIQ: https://substack.com/@wimsweldens 

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