Keep your HTML. Add three attributes. Let AML decide whether the element renders.
SHIPPED prototype bridge. This demonstrates the prototype score rule; it is not the full AML runtime.
<div data-aml-purpose="Create urgency" data-aml-attention-cost="5" data-aml-restoration-value="1">Offer expires soon.</div>
Expected: SUPPRESS
<div data-aml-purpose="Explain the next step" data-aml-attention-cost="1" data-aml-restoration-value="3">Continue when ready.</div>
Expected: ALLOW
Waiting for AML DOM gate…