Editorial Board & Research Desks
Every analysis, statutory breakdown, and benchmark evaluation published on aitosi.net is produced by our dedicated editorial collective. We maintain strict non-partisan independence, zero corporate sponsorships in rankings, and full transparency.
To maintain strict editorial independence, avoid corporate pressure from frontier AI laboratories, and keep public scrutiny anchored in primary statutory records rather than personal brands, analyses on this platform are published under stable, functional research desk pen names (Marcus Vance for Systems/Compute, Elena Rostova for Statutory/FAR Policy, Devon Chen for Autonomous Agent Benchmarks).
Each desk represents collaborative work by practicing software engineers and legal researchers operating strictly under our Three-Tier Verification Protocol.
Dr. Marcus Vance
Collective research desk identity focusing on distributed compute infrastructure, cluster interconnects, and empirical model benchmark harnesses across SWE-bench Verified and Terminal-Bench.
Elena Rostova, J.D.
Collective research desk identity covering administrative law, federal FAR procurement clauses, export controls, and statutory classification under Title 15 of the United States Code.
Devon Chen
Collective research desk identity specializing in autonomous software engineering agent harnesses, reproduction audits, and non-breaking developer alias serialization.
Our Rigorous Verification Pledge
We operate under a Three-Tier Verification Protocol requiring primary statutory documents, peer-reviewed literature, and empirical benchmark harnesses for every factual claim.