Weekly Literature Digests (3 Published)
Expand any digest to view routine additions, empirical findings, and sentinel recommendation verdicts.
2026-W41REVIEW6 papers scanned0 escalations
HSRI Literature Digest — Week 2026-W41
New Papers Scanned: 6
Escalation Flags: 0
Pillar Coverage This Week: Cross-Pillar
High-Priority Findings
No papers met escalation thresholds this cycle.
Routine Additions
| Title | Pillar | Study Type | N | Verdict | Escalation |
|---|---|---|---|---|---|
| [Call for Papers] Ethical implications of art... | Cross-Pillar | review | 0 | Neutral | NO |
| From Legal Databases to AI-Assisted Justice: ... | Cross-Pillar | review | 0 | Neutral | NO |
| Exploring or Exploiting Generative AI? A Dual... | Cross-Pillar | review | 0 | Neutral | NO |
| TinZr: A compact wireless ESP32-C3 platform f... | Cross-Pillar | review | 0 | Neutral | NO |
| Processes of Patterning: AI, Literacy, and th... | Cross-Pillar | review | 0 | Challenges | NO |
| Towards Restoring the Soul in Mental Health: ... | Cross-Pillar | review | 0 | Neutral | NO |
Recommendation Verdict
REVIEW
2026-W40MONITOR3 papers scanned0 escalations
HSRI Literature Digest — Week 2026-W40
New Papers Scanned: 3
Escalation Flags: 0
Pillar Coverage This Week: AI Literacy, Critical Discernment, Institutional Governance
High-Priority Findings
No papers met escalation thresholds this cycle.
Routine Additions
| Title | Pillar | Study Type | N | Verdict | Escalation |
|---|---|---|---|---|---|
| Mitigating Automation Bias Through Cognitive ... | Critical Discernment | RCT | 420 | Supports | NO |
| Cross-Cultural Measurement Invariance of AI L... | AI Literacy | quasi-experiment | 750 | Supports | NO |
| Institutional AI Governance Agility: A Compar... | Institutional Governance | meta-analysis | 18 | Supports | NO |
Recommendation Verdict
MONITOR
2026-W39REVIEW4 papers scanned0 escalations
HSRI Literature Digest — Week 2026-W39
New Papers Scanned: 4
Escalation Flags: 0
Pillar Coverage This Week: Cross-Pillar
High-Priority Findings
No papers met escalation thresholds this cycle.
Routine Additions
| Title | Pillar | Study Type | N | Verdict | Escalation |
|---|---|---|---|---|---|
| [Call for Papers] Ethical implications of art... | Cross-Pillar | review | 0 | Neutral | NO |
| The impact of artificial intelligence on huma... | Cross-Pillar | review | 0 | Challenges | NO |
| TinZr: A compact wireless ESP32-C3 platform f... | Cross-Pillar | review | 0 | Neutral | NO |
| The Convergence Index: The Mixing Zone of Hum... | Cross-Pillar | review | 0 | Neutral | NO |
Recommendation Verdict
REVIEW
The HSRI Epistemic Self-Correction Loop
Unlike traditional static policy benchmarks, HSRI operates a living empirical sentinel architecture:
1. Continuous Scanning
Monitors preprint servers and peer-reviewed journals for new experimental evidence on automation bias, human-AI cognitive synergy, and epistemic verification.
2. Automated Reconciliation
Reconciles newly extracted papers against our 44-claim master evidence table, flagging challenged assumptions as REVIEW_REQUIRED.
3. Multi-Model Epistemic Review
Challenged claims trigger adversarial debates across independent frontier model families, enforcing that no ranking hardens into unverified dogma.