The Titan AI is a machine learning tool designed to detect plagiarism in whitepapers. The tool is an example of the company’s commitment to legitimising the broader cryptocurrency space, in this case, by rooting out frauds and copycat projects. The Invictus team seeks to provide increased safety and accessibility to speculators. The Titan uses Artificial Neural Networks and doc2vec pre-processing, along with Latent Dirichlet Allocation to create abstract representations of white papers, that are then clustered using t-distributed stochastic neighbour embedding (t-SNE).
The company retains a large, ever-growing, number of whitepapers for comparative purposes.
The Titan can identify plagiarised content even where word substitutions and re-orderings have been used in an attempt to obfuscate the plagiarism.
The tool also draws relationships between similar products, so that users can visually inspect content. Users can also generally explore the whitepaper corpus.
The TITAN AI was publicly available but is now being used internally. See more here.