In a Clean World, we strongly believe that the mission of technology is to serve humanity, not control it. Currently, issues such as internet addiction, children’s mental health problems, and the negative impact of harmful content on society are causing increasing concern among parents, governments, and society. Many online platforms, however, exacerbate these problems by using algorithms to keep users engaged endlessly. In contrast, In a Clean World is moving against the tide, taking it upon itself to promote kindness, respect, and trust, and is committed to creating a clean and safe online environment to pioneer a trend of non-addictive browsing.
By employing cutting-edge technology, we have developed the Ethical AI of In a Clean World, incorporating various advanced Content Intelligence Systems and deep learning models to effectively analyze content in videos, images, text, and audio. These intelligent modules are interconnected, not only accurately filtering out harmful content but also prioritizing the recommendation of content that conveys positive values and promotes an uplifting experience, providing users with a safe and positive online experience while aiding in preventing cyberbullying.
The VQR module is responsible for evaluating the quality and aesthetics of videos and thumbnails, rating them on a scale of 0 to 5 to measure their suitability for viewers.
For instance, AI automatically scores thumbnails based on their quality. All images are used under CC licensing terms:
1, 2, 3, 4, 5, 6, 7, 8, 9.
The ICD module detects harmful content in video thumbnails and frames, achieving an accuracy rate of over 90%. The detection of harmful content covers four major areas: “sexual implications,” “harmful substances,” “violence,” and “terror content.”
An example showcases the detection results of the ICD module, marking inappropriate content for children in red. All images are used under CC licensing terms: 1, 2, 3, 4, 5, 6, 7, 8.
The Text Intelligence Analysis module can identify tones, emotions, and sentiments in unstructured text, supports multi-language detection, and can recognize entities in the real world. The analysis results can be used to tag inappropriate language and content unsuitable for minors.
At the core of In a Clean World’s values is the commitment to creating a safe, healthy online environment to ensure the healthy growth of the next generation. Through the use of cutting-edge technology and artificial intelligence models, we aim to build a content-rich, all-encompassing, non-toxic online community for global users, allowing everyone to explore online safely.