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End wealth-based detention through individualized hearings, counsel, recorded reasons, prompt appeal, and a presumption of release; restore sentencing discretion and fund accountable rehabilitation.
Verification Status
AI-researched, unverifiedLast Reviewed
Jul 12, 2026
Cited Sources
7
Implementation, sequencing, safeguards, tradeoffs, and the practical path from principle to policy.
The 2024 source made three claims: wealth should not determine pretrial detention, rigid sentencing formulas produce injustice, and rehabilitation should become a core purpose of criminal justice. Those claims remain. Its proposed national risk-assessment system does not.
The original mechanism placed too much confidence in a score before establishing the decision rights around it. A bias audit can reveal a pattern, yet it cannot cross-examine a witness, correct a defendant's record in time for a hearing, decide whether a less restrictive condition will work, or take responsibility for confinement. The north-star review therefore moves the decision back to an individualized public process and gives technology a bounded supporting role.
Federal law already supplies useful design elements. 18 U.S.C. § 3142 starts with release on recognizance or unsecured bond, directs judges toward the least restrictive sufficient conditions, prohibits a financial condition that results in detention, provides counsel and an opportunity to present and challenge information, requires clear and convincing evidence for a safety finding, and requires written reasons for detention. State systems differ, and federalism matters, but those process protections form a stronger model than a national score.
The federal judiciary uses a Pretrial Risk Assessment tool as decision support alongside an investigation and professional judgment. Its own description of the PTRA presents the instrument as an aid to officers making recommendations. That is the proper ceiling for such a tool. A validated score can help allocate voluntary support or identify questions for a hearing. Liberty still requires a judge, counsel, disclosed evidence, reasons, and appeal.
Individualized judgment also governs sentencing. Mandatory formulas can erase culpability, context, progress, and proportionality. Judicial discretion must remain bounded by published law, appellate review, sentencing data, and equal-treatment analysis. Rehabilitation programs need measurable outcomes, privacy, voluntary participation where law permits, accessibility, and human alternatives. Virtual reality, AI tutors, or digital training earn support through results for people, never through novelty.
Turn frustration into useful pressure.
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