Drift Artifact: A Method for Writing That Performs Its Own Argument
The problem I kept running into Every time I tried to explain how AI personalization systems drift — how a loop that was accurate six months ago can be confidently wrong today — I ended up with an ...

Source: DEV Community
The problem I kept running into Every time I tried to explain how AI personalization systems drift — how a loop that was accurate six months ago can be confidently wrong today — I ended up with an article. Competent, readable, correct. And completely unable to make you feel what I was describing. The concept is this: iterative systems don't preserve coherence. They reconstruct it each pass. Confidence increases even as alignment drifts. You can read that sentence and understand it. You cannot fully believe it until you experience it. So I built something that would make you experience it. What a Drift Artifact is A Drift Artifact is a document produced across multiple passes through prompt space, where register degradation is preserved intentionally and instrumented explicitly. The document doesn't describe a system behavior. It performs it. Here's the structure: Pass 1 — Institutional: High formality, full argument, long sentences, precise vocabulary Pass 2 — Compression: Same content