Closed markwhiting closed 1 month ago
Common sense is often defined as “what all sensible people know,” but this definition is circular: how do we know someone is sensible other than that they possess common sense? As a result, most people believe that they themselves possess common sense, but can't articulate which of their beliefs are commonsensical or how common their beliefs are to others.
This project seeks to quantify common sense empirically via a massive online survey experiment. Participants will read a series of "claims" about the physical and social world (e.g. "Dropped pebbles fall to the ground" or "Fully automatic assault rifles should be banned"), state whether they agree with each claim, and also state what they think most other people think.
We have developed novel methods to extract statements from several diverse sources including appearances in mass media, non-fiction books, and political campaign emails, as well as statements elicited from human respondents and generated by AI systems. Our findings will shed light on the nature and limits of common sense, thereby aiding research communities (e.g. AI and ML) who wish to explore and simulate this ubiquitous yet frustratingly elusive concept.
For more detail into this work, see our recent paper A framework for quantifying individual and collective common sense, published in The Proceedings of the National Academy of Sciences.
@amirrr — can you put Duncan's version in production when you have a chance?
Currently:
(waiting for @duncanjwatts to make some tweaks to this)