Intellectual Property, Licensing, and Openness

Intellectual property (IP) is something that you create using your mind - for example, a story, an invention, an artistic work or a symbol.

The timeline of “opening” matters when one seeks legal protection for their IP.

For example, patents are granted only for inventions that are new and were not known to the public in any form. Publishing in a journal or presenting in a conference information related to the invention completely prevents the inventor from getting a patent!

You can benefit from new collaborations, industrial partnerships, and consultations which are acquired by openness. This can yield greater benefit than from patent-related royalties.

(Optional) Intellectual property protection

You can use a patent to protect a non-obvious (technical) invention that provides “technical contribution” or solves a “technical problem”. It gives you the right to take legal action against anyone who makes, uses, sells or imports it without your permission.

In principle, software can be patented. It is usually, settled by the court for each case.

Software code is copyrighted. Copyright prevents people from:

Data cannot be patented, and in principle, it cannot be copyrighted. It is not possible to copyright facts!

Facts are not patentable, and since machine learning algorithms like neural networks are basically mathematical methods, they are exempt from protection. However, applied to a certain problem, an algorithm may become part of a patent. IF framed it in the right way, patenting an algorithm is possible. For example, a deep learning algorithm generating a certain kind of audio may be eligible. But that would not prevent the network from being applied to any other problem.

However, how data are collated and presented (especially if it is a database), can have a layer of copyright protection. Deciding what data needs to be included in a database, how to organize the data, and how to relate different data elements are all creative decisions that may receive copyright protection. Again, it is often a case by case situation and may come down to who has better lawyers.

Checking common licenses