Abstract

We believe in many different ways. One very common one is by supporting ideas we like. We label them correct and we act to dismiss doubts about them. We take sides about ideas and theories as if that was the right thing to do. And yet, from a rational point of view, this type of support and belief is not justifiable. The best we can hope when describing the real world, as far as we know today, is to have probabilistic knowledge. In practice, estimating a real probability can be too hard to achieve but that just means we have more uncertainty, not less. There are ideas we defend that define, in our minds, our own identity. And recent experiments have been showing that we stop being able to analyze competently those propositions we hold so dearly. In this paper, I gather the evidence we have about taking sides and present the obvious but unseen conclusion that these facts combined mean that we should actually never believe in anything about the real world, except in a probabilistic way. We must actually never take sides since taking sides compromise our abilities to seek for the most correct description of the world. That means we need to start reformulating the way we debate ideas, from our teaching to our political debates. Here, I will show the logical and experimental basis of this conclusion. I will also show, by presenting new models for the evolution of opinions, that our desire to have something to believe is probably behind the emergence of extremism in debates. And we will see how this problem can even have an impact in the reliability of whole scientific fields. The crisis around $p$-values is discussed and much better understood under the light of this paper results. Finally, I will debate possible consequences and ideas on how to deal with this problem.

Highlights

  • Some of us believe in deities, some believe in political or economical ideas, some believe in scientific results

  • We fail at very trivial logical problems [37, 38] and we provide different answers to the same question because it was framed differently [39]

  • While the first obvious difference between the bounded confidence (BC) and continuous opinions and discrete action (CODA) models is what agents observe from the other agents, the assumptions about the mental model agents have of the world are subtly different

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Summary

INTRODUCTION

We have made those tools central to the whole process of acceptance of ideas in some areas of knowledge This human desire to know the absolute truth and avoid dealing with the undesired uncertainty of the probabilities is at the very core of the whole problem caused by the widespread use of p-values and tests of hypothesis. Those tests are making whole fields of knowledge far less trustworthy than we can tolerate. We must change as fast as possible what is considered proper statistical techniques as they make our desire to defend an idea a much stronger problem

Individual and Group Reasoning
Normative Reasoning
Psychology Experiments and Logic Combined
HOW THE WAYS WE HANDLE BELIEFS AND HOW WE COMMUNICATE CAN INFLUENCE EXTREMISM
The Models
Communication or Assumptions
Creating and Evaluating Theories
Tests and the Desire to Know
Findings
DISCUSSION
Full Text
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