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Humanly platform offers traceable evidence for AI-assisted writing

A new writing platform called Humanly has been developed to provide a configurable and traceable environment for human-AI collaborative writing. This system aims to offer clearer evidence of the writing process, distinguishing between human typing, AI generation, and mixed collaboration. Humanly records writing activity and AI assistance within its workspace, and can package sessions into sealed writing certificates with anomaly review, supporting various writing scenarios like assignments and personal certification. AI

IMPACT This platform could enhance academic integrity and provide clearer attribution for AI-assisted academic work.

RANK_REASON The item describes a new research platform and its capabilities, not a commercial product release or a frontier model. [lever_c_demoted from research: ic=1 ai=1.0]

Read on arXiv cs.CL →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

Humanly platform offers traceable evidence for AI-assisted writing

COVERAGE [1]

  1. arXiv cs.CL TIER_1 English(EN) · Shenzhe Zhu, Haoqian Zhang, Xu Yang, Jingyu Tang, Yi Nian, Xiaoxue Du, Shu Yang, Alex Pentland, Joachim Baumann, Jiaxin Pei ·

    Humanly: A Configurable and Traceable Environment for Human-AI Collaborative Writing

    arXiv:2607.21758v1 Announce Type: new Abstract: Teachers, conference chairs, and public readers all judge writing from limited evidence, seeing only a finished document and not the process that produced it. Final text alone cannot reveal whether a document was produced through hu…