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Insights, research, and perspectives from the DecentraSec team.
July 10, 2026
Research Provenance Infrastructure: Ending the Detection Arms Race
The five crises battering scholarly publishing—AI-generated peer review, paper mills, hijacked journals, fabricated images, and data sovereignty threats—share a single root cause: the absence of verifiable provenance across the research lifecycle. Reactive detection has reached its limit; only provenance infrastructure can scale.
July 8, 2026
Decentralized Provenance for Research Integrity – DecentraSec
A deep dive into the PNAS 2025 Su/Trueblood paper: how decentralized provenance using directed acyclic graphs and mathematical validation ensures algorithmic integrity in academic infrastructure.
July 4, 2026
Why Reactive Detection Fails: Mathematical Provenance for Research Integrity
Academic publishing faces structural collapse of verification infrastructure. Mathematical provenance offers deterministic integrity checks that scale beyond reactive detection.
July 1, 2026
Research Integrity Infrastructure: AI Peer Review Crisis & Compliance
Three converging crises—reproducibility, AI peer review, and prompt injection—reveal a single architectural vacuum: the absence of verifiable infrastructure for academic research. Policy mandates are here; institutions must act.
June 29, 2026
Research Integrity Crisis: Why It's One Architectural Failure
The scientific publishing ecosystem suffers from one architectural failure: the absence of mathematically validated data lineage and contributor attestation. Institutions that build Integrity Infrastructure will lead funding and reputation.
June 25, 2026
Infrastructure Crisis in Science: Integrity Reproducibility
Fraud doubles every 18 months. AI overtakes peer review. White House mandates reproducibility. The crisis is infrastructure, not ethics. Discover tamper-evident provenance.
May 21, 2026
The End of the Silicon Era: Why the Future of AI Runs on Sound
New type of GPU that Save Humanity (Researched by DecentraSec)
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