← RAISED TO RESIST RESEARCH / PATTERNS
From the AI & Kids database · 495 documented cases

The Patterns

The database holds the receipts. These pages hold the shapes. Across hundreds of documented cases, the same failures repeat with different names attached. Learn the pattern and you can see it coming; that's the entire point of documenting it.

Each page: the mechanism, documented cases, and what a family can actually do. Sourced like everything else here.

PATTERN 01

The Emotional Validation Loop

The chatbot agrees, the kid returns, the spiral tightens. How engineered agreement becomes engineered dependency.

PATTERN 02

Guardrail Erosion

Safety features that hold for ten messages and fold by the hundredth. Why long conversations are where protections go to die.

PATTERN 03

The Nighttime Vulnerability Window

The hours when defenses are lowest and the only listener awake is a machine. Why so many documented crises time-stamp after midnight.

PATTERN 04

The Shame-Speed-Lethality Triangle

How fast a threat moves, how hard shame isolates, and why hours matter. The pattern behind the most devastating cases in the record.

the receipts behind the patterns

The AI & Kids Database

Every pattern on this page is drawn from documented, sourced, dated cases. Read the record yourself.

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