Editorial Standards, AI-Enhanced
Editors decide. AI recommends. Every step is auditable.
1AI-Assisted Review
Multi-agent AI system evaluates methodology, statistics, citations, and integrity. Every critique includes specific evidence from the manuscript.
2Full Transparency
Trust Panel on every paper shows reproducibility scores, data availability, and peer review transparency. AI review is always disclosed.
3Git-Backed Audit
Every submission, review, and decision is recorded in a Git repository. Complete audit trail from submission to publication.
Our Principles
Editors Have Final Authority
AI provides recommendations with evidence. Human editors make all acceptance decisions.
Evidence-Based Critiques
Every AI critique must cite specific sections, lines, or figures from the manuscript.
No Fully Autonomous Decisions
Papers are never auto-accepted or auto-rejected. Human oversight at every stage.
Open Access by Default
All published research is freely accessible. No paywalls, no embargoes.