Dual Technology Assurance for Academic Compliance
For testing standards commonly used by academic institutions, Thousand Pens Writing uses the following core technology solutions:
Multi-dimensional weight reduction system
- Semantic reconfiguration engine:A deep learning model based on the Transformer architecture to perform tautological transformation and sentence reorganization of utterances without changing the original meaning
- Literature comparison database:Access to mainstream academic libraries such as Knowledge.com and Web of Science, real-time detection of potential duplicate fragments
- Disciplinary Characterization Adaptation:Differentiated rewriting strategies based on terminological characteristics of different specialized fields (e.g., Latin vocabulary in medicine)
AI Rate Optimization Program
- Modeling Human Writing Style through Adversarial Generative Networks (GAN)
- Random insertion of contextualized "traces of thought" in the text (e.g., moderately redundant expressions)
- Targeted optimization for algorithmic features of detection systems such as Turnitin
The platform promises that the generated content can pass the mainstream detection systems (Knowledge<15%, Turnitin<20%) and provides three free optimization opportunities. The technical team will regularly update the antagonistic algorithm to cope with changes in detection standards.
This answer comes from the articleThousand Pens Writing: an AI tool to assist in completing essay writingThe
May not be reproduced without permission:AI productivity tools " What are the technical guarantees of Thousand Pens Writing in reducing essay repetition rate?
