For rare violent re-offense, risk assessment tools face a structural Likelihood Ratio Wall limiting positive predictive value to low levels with current discrimination power, worsened by a Surveillance Ceiling from over-policing that reduces maximum precision for over-policed groups even at equal re
Title resolution pending
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
fields
cs.CY 2years
2026 2verdicts
UNVERDICTED 2representative citing papers
The paper identifies seven asymmetries in access to AI evidence and proposes a three-part test for courts to resolve disclosure disputes using proportionality and reasonable alternatives.
citing papers explorer
-
The Likelihood Ratio Wall: Structural Limits on Accurate Risk Assessment for Rare Violence
For rare violent re-offense, risk assessment tools face a structural Likelihood Ratio Wall limiting positive predictive value to low levels with current discrimination power, worsened by a Surveillance Ceiling from over-policing that reduces maximum precision for over-policed groups even at equal re
-
Barriers to Evidence in AI-Related Cases and the Privatization of Proof
The paper identifies seven asymmetries in access to AI evidence and proposes a three-part test for courts to resolve disclosure disputes using proportionality and reasonable alternatives.