How common standards can diminish collective intelligence: a computational study

Algorithms in medical decision-making and in everyday life: what's the difference?

Algorithms are a ubiquitous part of modern life. Despite being a component of medicine since early efforts to deploy computers in medicine, clinicians' resistance to using decision support and use algorithms to address cognitive biases has been limited. This resistance is not just limited to the use of algorithmic clinical decision support, but also evidence and stochastic reasoning and the implications of the forcing function of the electronic medical record. Physician resistance to algorithmic support in clinical decision making is in stark contrast to their general acceptance of algorithmic support in other aspects of life.

Theory, experience and practice

Despite its potential hazards, the activity of questioning theoretical frameworks and proposing solutions is necessary if progress is even to be possible. Intellectual history has by no means ended, so we cannot expect to have all the answers, and from time to time the activity of critical questioning will be frustrating. But intellectual progress requires us to continue the process of asking fundamental questions. The alternative to thinking in this way is indeed unthinkable.