News and Analysis of Artificial Intelligence Technology Legal Issues
A colorful image generated by a GAN without real-world context

Generative Adversarial Networks and the Rise of Fake Faces: an Intellectual Property Perspective

The tremendous growth in the artificial intelligence (AI) sector over the last several years may be attributed in large part to the proliferation of so-called big data.  But even today, data sets of sufficient size and quality are not always available for certain applications.  That’s where a technology called generative adversarial networks (GANs) comes in.  GANs, which are neural networks comprising two separate networks (a generator and a discriminator network that face off against each another), are useful for creating new (“synthetic” or “fake”) data samples.  As a result, one of the hottest areas for AI research today involves GANs,…

Marketing “Artificial Intelligence” Needs Careful Planning to Avoid Trademark Troubles

As the market for all things artificial intelligence continues heating up, companies are looking for ways to align their products, services, and entire brands with “artificial intelligence” designations and phrases common in the surging artificial intelligence industry, including variants such as “AI,” “deep,” “neural,” and others. Reminiscent of the dot.com era of the early 2000’s, when companies rushed to market with “i-” or “e-” prefixes or appended “.com” names, today’s artificial intelligence startups are finding traction with artificial intelligence-related terms and corresponding “.AI” domains. The proliferation of AI marketing, however, may lead to brand and domain disputes. But a carefully-planned…