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Product announcements, release notes, and company updates from the SciCampus team.

AI Detector False Positive Rates 2026: Turnitin vs GPTZero, Originality.ai, Pangram, and an ESL Defense

AI detector false-positive rates vary widely by tool, threshold, text length, and language background, so no cross-tool number should be trusted outside the benchmark that produced it. This piece reviews sourced 2026 evidence on Turnitin, GPTZero, Originality.ai, and Pangram, explains why STEM/ESL writing triggers false flags, and lays out an evidence-based way to defend legitimate writing.

September 23, 2026

Policy Updates

Journal Indexing Risks in 2026: Verify Q1, SJR, and the Journal Behind the Website

Bioengineered lost its Web of Science listing after 86 retractions. A fake journal used a real Q1 title's credentials to trick authors. A look at the 2026 verification landscape for journal identity, indexing, and metrics.

September 16, 2026

Policy Updates

AI Detection False Positives: Why 2026 Demands Sentence-Level Academic Stylometry

Detectors that mistake polished human writing for machine output penalize exactly the multilingual researchers universities want to support. A review of the 2026 evidence on false positives, watermarking, and paraphrase attacks.

September 15, 2026

Policy Updates

Journal AI Policy 2026: The New Traceability Standard for Research Integrity

Major publishers have moved from asking whether AI was used to asking whether its use was disclosed, verified, and defensible. A look at the 2026 policy landscape, the EU AI Act's research exemption, and what it means for submission.

September 7, 2026