ĀML Proof

Change one number. Watch the same interface element move between ALLOW and SUPPRESS.

SHIPPED prototype behavior. This demonstrates deterministic software policy evaluation; it does not claim that the scores objectively measure human cognition.

SUPPRESS

restoration_value (1) < attention_cost (5)

Prototype rule: render_allowed = restoration_value >= attention_cost

Exact AML being evaluated


  


  

    
Inspectable decision

    

  


  

    
Shareable reproduction

    
Language, declared purpose, and slider state are encoded in the URL. Send the link to another person and they open the same proof state.

    

  


  
Open full playground · Open View Meaning · Open embeddable proof card · Reproduce locally

  
Witness ask: change restoration_value, copy the proof link, screenshot the decision, then file what happened in GitHub.