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
Given some factors which influence goal selection, what can we do to help a team member select a goal that the team needs to achieve? In other words, how can we align an individual’s goals to the team goals? This is the topic in the rest of this text.
What are the necessary and sufficient conditions for a proposition to be called a requirement? In Requirements Engineering research, a proposition is a requirement if and only if specific grammatical and/or communication conditions hold. I offer an alternative, that a proposition is a requirement if and only if specific contractual, economic, and engineering relationships hold….
To override a decision, you need to know a decision was made (observability), have rights to override it (authority), and believe that doing so will lead to a better outcome, including preventing undesirable outcomes (superiority).
Decision governance consists of defining how decisions should be made, and auditing that the processes for doing so are in fact applied. While it often seems like decisions are simply made, and there isn’t much to govern, this is incorrect. It is possible to completely change how to think about decisions, in particular in terms…
Artificial Intelligence, if incorrectly defined, is even more confusing than it can be. Sometimes, it is considered a technology, which itself is problematic: is it a technology on par with database management systems, for example, which are neutral with respect to the data they are implemented to manage in their specific instances? Or, is it…
A “Requirements Loop” is an evidence-supported explanation of How observed events in an environment have led or are leading to the creation and persistence of those requirements, How to change the environment in order to satisfy the requirements in the future, and How to measure the change in the environment, in order to evaluate the…