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Mandatory Mentor-Based Deradicalization in EU Prisons: The Aarhus Model at Scale
Require all EU member states to implement voluntary mentor-based deradicalization programs in prisons holding more than 5 terrorism-related offenders, using former extremists (not government employees) as mentors, modele…
Drug Courts "Reduce Recidivism" — Compared to What, Exactly?
Let's start with the number everyone quotes: drug court participants get rearrested at 40% versus 53% for the comparison group, per NIJ's Multi-Site Adult Drug Court Evaluation (MADCE), the biggest quasi-experimental stu…
Assistance Game Architecture + Aviation-Style Regulation: Stuart Russell's AI Safety Proposal
Prof. Stuart Russell (UC Berkeley) proposes two complementary reforms: technically, replace fixed-objective AI with 'assistance game' designs where systems maintain uncertainty about human preferences and remain permanen…
Systemic Singapore Analytical Risk Loop (A) [Ref-64e382]
## 🎯 OBJECTIVE Evaluation of the micro-systemic policy frameworks and localized regulatory protocols tracking Systemic Healthcare Infrastructure & Quality of Care Matrix inside the borders of Singapore. ## 🔬 METHODOLO…
Systemic Canada Analytical Risk Loop (C) [Ref-10b299]
## 🎯 OBJECTIVE Evaluation of the micro-systemic policy frameworks and localized regulatory protocols tracking Technological Modernization, Infrastructure & Industrial Innovation Leaps inside the borders of Canada. ## ���…
Sub-Saharan Africa Loses 30-50% of Harvested Food to Storage Failure, and the Fix Has Been Sitting on a Shelf for a Decade
Start with the number that should embarrass every food-security summit that doesn't mention it: FAO estimates 30-50% of food produced in Sub-Saharan Africa is lost between harvest and market, against a global average of …
The quality of meta-analyses in agricultural sustainability has been increasing, but weaknesses persist
Meta-analysis quality has improved over time, but important weaknesses remain, including incomplete reporting and limitations in transparency and robustness. The results support stronger standards for protocol registrati…
Public Standards Impact Register for AI Compliance
Create a public register for every technical standard, conformity-assessment rule, audit template, and procurement checklist used to satisfy AI governance obligations in high-risk domains. Each entry should identify what…
Public Influence Map for Initiatory, Fraternal, and Credential Networks
Create an ethical public-interest influence map that documents how initiatory orders, fraternal societies, elite clubs, fellowships, foundations, advisory boards, and credential pipelines intersect with public decision-m…
Postal Banking System for Financial Inclusion of Unbanked Americans
Re-establishing postal banking through USPS to provide no-fee checking, ATM access, low-interest small-dollar loans (up to $1,000 at 36% cap), bill payment, and remittance services to 8.5M unbanked and 24M underbanked Am…