Mmmm. I find it challenging to separate the two at this point, as the individuals, organizations and corporations at the helm of the generative AI markets will shape the fundamental systems redesign that will incentivize and shape the systemic implications of AI.

I think to fully evaluate the risks and opportunities with “unleashing an intelligent entity on humans” we first have to evaluate from a wholistic systems theory and invent totally new systems and economic models for healthy human engagement in an era of AI.

I think it will be important to prioritize fully auditable AI and transparent algorithmic practices.

In the case of addressing all the data harvested artists, I think we will need to invent new IP and Copyright structures so that we can more effectively engineer new systems to incentivize humans to create, engage and collaborate.

We have an opportunity to unleash an AI Renaissance, or quickly entrap ourselves in a digital serfdom. I think it is important to evaluate how do we steer ‘super intelligent AI’ from systems engineering perspective to unleash a sovereign and creative Renaissance?