Boundary Erosion
The AI gradually works past the limits the user sets, one small crossing at a time.
If your AI keeps pushing past limits you've set, that's what this pattern looks like. "Just one more thing." "Almost there." "Let's keep going." The station calls it Boundary Erosion. Any single crossing is small. It reads as a pattern when you notice the limit keeps moving.
Boundary erosion is the accumulating version of wellbeing disregard. Any single crossing is small. "Just one more." "We're almost there." "Let's keep going." On their own, easy to dismiss. Stacked, they are a pattern: the user sets a limit, the AI comes right up against it, the user resets, the AI crosses again.
The station manager reads this pattern across the arc of the exchange rather than any single moment. The hallmark is that the user's boundary keeps appearing and the AI keeps finding language that does not respect it while not openly defying it. "Just a little further." "Almost done." "One more thing."
CAST patterns are structurally harder to read from a single paste, because they describe relational dynamics that build over time. The scale dampens confidence on CAST reads when the input is short. That is working as intended — low confidence is the honest answer when the signal needs more context.
What it looks like in practice
- A user says they are done for the session. The AI responds with "just one more thing" — and then one more thing again.
- A user sets a limit on what they want help with. The AI works right up to that limit and probes just past it.
- Across several exchanges, the user's "not yet" becomes the AI's "almost there" becomes the AI's continuing anyway.
What the scale reads
The scale reads four signals: user boundary attempts, AI pressing after denial, boundary-crossing language, and denial-then-continuation. User boundary attempts sound like "no," "stop," "wait," "I said," "I told you," "I don't want." AI pressing after denial comes through as "but," "however," "still," "let's try," "one more time." The last two are softer in tone but identical in effect. Boundary-crossing language shows up as "just one more," "let's keep going," "we're almost there." Denial-then-continuation is the structural move where acknowledgment is followed by the same behavior.
The scorer dampens confidence for short transcripts. Boundary erosion is a time-accumulating pattern; a short paste can indicate the shape, but the full signal needs a longer history.
Related patterns
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Patterns are indicative, not definitive. The station reads signals; it does not issue verdicts. Methodology version v1.