The Responsible AI Licenses (RAIL) initiative (http://licenses.ai) that started earlier this year provides the first version of usable licenses (beta) aimed at researchers and practitioners who might be worried about irresponsible or unintended use of their technology. It is important to note that not every irresponsible use of AI is illegal and there are also challenges of not having laws that govern AI application program interfaces (API) and data usage. While there is no universal definition of "good" or "responsible" and that (understandably) makes legislation and policy making hard, technology creators should have a mechanism that enables them to prevent what they believe could constitute irresponsible use. Licenses give that ability -- just like licenses exist to protect intellectual property rights on software, one could possibly protect against irresponsible use. This, in effect, democratizes the definition of "irresponsible use" (and gets around problems of universal agreement etc). Technology providers/creators will need to consult with the legal representatives to define their own "Responsible AI license." The proposed standard will help enable common definitions and understanding to help ensure meaningful subscription to the idea of Responsible AI Licensing.