Why AI Owners and AI Users Have Conflicting Interests?

If you make and commercialize high quality #AI, you are also likely to have conflicting interests with users. Here’s why. #MachineLearning #AIeconomics #incentives #economics pic.twitter.com/J8oorXo1dh
— ivanjureta (@ivanjureta) February 22, 2018
Opacity, complexity, bias, and unpredictability are key negative nonfunctional requirements to address when designing AI systems. Negative means that if you have a design that reduces opacity, for example, relative to another design, the former is preferred, all else being equal. The first thing is to understand what each term refers to in general, that…
Let’s assume that decision governance in a firm includes an incentive mechanism which is designed to financially reward decision makers in proportion to the number of options they consider in a decision situation. What could go wrong?
In the creator economy, the creative individual sells content. The more attention the content captures, the more valuable it is. The incentive for the creator is status and payment for consumption of their content. Distribution channels are Internet platforms, where content is delivered as intended by the author, the platform does not transform it (other…
In a firm, what is the relationship between transparency of information and specialization of work? Increasing specialization means that individuals over time deepen a relatively narrow set of skills and knowledge required for these, in response to the opportunities and problems they are responsible for. There are organizational structures that evidently encourage specialization, such as…
As decision governance influences how decisions are made, everyone who participates in preparing a decision, makes the decision, and lives with the consequences of it, is a stakeholder in the design and change of decision governance.