Here, I review current state-of-the-arts in many areas of AI to estimate when it’s reasonable to expect human level AI development. Predictions of prominent AI researchers vary broadly from very pessimistic predictions of Andrew Ng to much more moderate predictions of Geoffrey Hinton and optimistic predictions of Shane Legg, DeepMind cofounder. Given huge rate of progress in recent years and th...

The publisher does not give any warranty express or implied or make any representation that the contents will be complete or accurate or up to date. The accuracy of any instructions, formulae and drug doses should be independently verified with primary sources. The publisher shall not be liable for any loss, actions, claims, proceedings, demand or costs or damages whatsoever or howsoever caused...

This paper reports on a qualitative research study that examined the experience of expert and novice nurses participating in a new, reflective program of “clinical supervision”, intending to facilitate the transition of new graduate nurses into the workforce. Three patterns emerged during the constructivist inquiry: readiness to reflect, valuing of clinical supervision, and sustainability of th...

Computer power in recent years has been advancing very rapidly and as increasingly more Artificial Intelligence (AI) experts turn their attention to game design, there is a clear opportunity to think more radically about digital game AI design. We suggest that not only is it timely for significant AI innovation but that it is essential to appreciably enhance key interactive aspects of digital g...

and on their differing feelings toward the politicians (in this case, across liking, trusting, and feeling affiliated with the candidates). After 16 test runs, the voters did indeed change their attitudes and feelings toward the candidates in different and yet generally realistic ways, and even changed their attitudes about other issues based on what a candidate extolled.

This paper is in a form unconventional in modern journals but traditional for the discussion of foundational questions: a dialogue. It is a form that makes it possible to contrast two deeply held but incompatible views, each with its standard forms of defense, in order to seek common ground and make the diierences more precise. In artiicial intelligence, or at least in the major part of it stil...

Police departments across the country have come under scrutiny for racial bias in their stops and searches, but it is impossible to know whether the distribution of stops and searches is inequitable without first analyzing what equity requires of the police in this area. This paper provides that analysis in order to develop a normative foundation for empirical research. I first consider the leg...

The field of AI has changed significantly in the past couple of years and will likely continue to do so. Driven by a desire to expose our students to relevant and modern materials, we conducted two surveys, one of AI instructors and one of AI practitioners. The surveys were aimed at gathering information about the current state of the art of introducing AI as well as gathering input from practi...

qualitative decision theory: its motivating tasks and issues, its antecedents, and its prospects. Qualitative decision theory studies qualitative approaches to problems of decision making and their sound and effective reconciliation and integration with quantitative approaches. Although it inherits from a long tradition, the field offers a new focus on a number of important unanswered questions...

We propose an answer to the “What is AI?” question, namely, that AI is really (or at least really ought in significant part to be) Psychometric AI (PAI). Along the way, we: set out and rebut five objections to PAI; describe PERI, a robot in our lab who exemplifies PAI; and briefly treat the future of Psychometric AI, first by pointing toward some promising PAI-based applications, and then by ra...