WMTrace, a new open-source forensic workbench for LLM text watermark detection, launched on Hacker News, offering scheme-aware analysis with evidence grades and abstention rather than opaque AI scores…
The European Patent Office (EPO) faces a growing challenge in detecting AI-generated patent applications, with 2026 guidelines tightening requirements under Article 83 and Rule 42. Tests on telecom pa…
Pangram Labs, a startup with over 25 employees, claims to have built the most accurate AI text detector, achieving 100% detection on adversarial AI text and 93.66% on humanized AI text in a recent pap…
A study found that by mid-2025, roughly 35% of newly published websites were AI-generated or AI-assisted, up from zero before ChatGPT's launch in late 2022. The research indicates that increases in AI…
A paper by Saha et al. (arXiv 2506.07001) demonstrates that detector-guided paraphrasing using RoBERTa as a reward reduces the true positive rate of AI-generated text detectors by 87.88% across Binocu…