At the heart of AI lies machine learning, where models learn to recognize patterns and make predictions based on the data they are fed. As AI models continue to grow in size, the demand for training data has increased exponentially. This growth has led to a surge in interest in data collection, annotation, and management. Companies that can provide AI developers with access to vast, high-quality datasets will play a vital role in shaping the future of AI.
Source: How AI is Creating Explosive Demand for Training Data
There is no way to see full album or song credits on YouTube Music right now. But that may be changing soon. An eagle-eyed reddit user 
The UK’s Centre for Data Ethics and Innovation has published its report on what impact the streaming services’ recommendation algorithms might be having on music consumption. “There are widely held beliefs that the use of these technologies might serve to unfairly advantage certain groups at the expense of others,” says the report’s intro. “This report finds that evidence proving or disproving whether these technologies embed, amplify, or introduce unfair biases is mixed, and at times inconclusive.”


Audio fingerprinting, or music recognition technology (MRT), is an established technology offering that, in recent years, has been developing into new services. Services that present some interesting opportunities for the industry but which I think need very careful consideration. There are many elements to the accuracy of what gets reported by an MRT device. Firstly, did the device really hear all the music that was played and was the fingerprint that was generated an accurate reflection of it?
The music industry’s much-discussed credits problem has caused musicians to miss out on billions in owed payments. Now, VEVA Sound is partnering with universities to help the next generation of music professionals receive their due recognition and compensation. Nearly 20 institutions have already signed on to the program, including Berklee College of Music, The Blackbird Academy, Fisk University, Middle Tennessee State University, the University of Georgia, and the University of Miami, to name some.