Vladyslav Manzyuk

Linda-Pro 1.3.2 and Linda-Pro Lite: two local detectors of AI-generated text in English, Polish and Russian

Technical report on Linda-Pro 1.3.2, a local, privacy-preserving detector of AI-generated text in English, Polish and Russian that runs on the user's own computer without cloud services. The package, installed by desktop application version 2.0.3.7, now contains two tiers. Linda-...

Linda-Pro 1.0: a local ensemble detector of AI-generated English text

Technical report on Linda-Pro 1.0, a local ensemble detector of AI-generated English text (stylometry + two fine-tuned DeBERTa models, windowed scoring). Reports calibration, benchmark results including weak spots (non-native essays, humanizers), and a test on generators unseen b...