About us
All updates
News and milestones from DecentraSec.
About us
Latest updates
News and milestones from DecentraSec.
Blog
From the team
August 26, 2026
LLM4SE Reproducibility Crisis: 86.7% of Papers Fail Audit
First 640-paper audit of LLM4SE research finds 86.7% reproducibility failure modes. ScholarMark replaces badges with tamper-evident, mathematically verifiable infrastructure — proof, not presence.
August 25, 2026
Research Integrity as Auditable Infrastructure | DecentraSec
The scientific record is the last unmanaged supply chain. Here is how research integrity becomes auditable infrastructure — and why early-adopting institutions will set the standard before funders enforce it.
August 21, 2026
Why Research Integrity Needs Infrastructure, Not Policy
Retractions top 10,000. Prompt injections flip AI reviews. Preprint platforms accept AI-generated papers. The fix isn't another policy — it's provenance-native infrastructure that catches research fraud at intake.
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DecentraSec works with universities, investors, Tier-1 reviewers, and Open Access contributors through a structured intake process — not a generic contact form. Select your pathway below.
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