The frontline AI detector for video, audio & text.

AI Aware is an entrepreneurial and creative UK AI deep tech start-up that has been pioneering AI detection since 2023. The company, with support from Innovate UK, is developing an innovative approach to AI image, video, audio and text detection and manipulation. We use a unique ensemble framework that combines a range of detection models that is more accurate than existing systems and provides confidence measures of detection. Our approach is more effective with out-of-distribution (not seen before) hybrid content (content that starts as human and is manipulated by AI or starts as AI and is adjusted to be more human). We have experience of testing and benchmarking AI detection models and building ensemble models.

In our work on AI text detection, we have gained experience in the combination of different models. Specifically, machine learning models tend to be brittle when encountering new forms of input, e.g. from a new AI generator or an unseen domain, while static models, so called zero-shot, with no or reduced learning components are more robust to new data, but less effective on known data types. With a rigorous modelling and evaluation regime, it is possible to combine both type of models and improve results in both cases. This is our approach for images, text and video which improves accuracy rates.