{"title":"人们会对存在风险做出次优决策","authors":"Adam Elga , Jian-Qiao Zhu , Thomas L. Griffiths","doi":"10.1016/j.cognition.2025.106216","DOIUrl":null,"url":null,"abstract":"<div><div>Allocating resources to maximize the probability that humanity survives a set of existential risks has a different structure from many decision problems, as the objective is the product of the probabilities of desired outcomes rather than the sum. We derive the optimal solution to this problem and use this solution to evaluate the choices that people make when presented with decisions that have this multiplicative structure. Our participants (total <span><math><mi>N</mi></math></span>=2,072) are appropriately sensitive to how responsive a risk is to investment, but are conservative in their decisions and do not allocate enough resources to risks with lower probability of survival. This pattern persists even with alternative framings that emphasize survival probabilities. Our results highlight a systematic flaw in people’s intuitions about how to respond to existential risks, and suggest that people may have particular difficulty with decisions that involve multiplicative objectives.</div></div>","PeriodicalId":48455,"journal":{"name":"Cognition","volume":"265 ","pages":"Article 106216"},"PeriodicalIF":2.8000,"publicationDate":"2025-07-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"People make suboptimal decisions about existential risks\",\"authors\":\"Adam Elga , Jian-Qiao Zhu , Thomas L. Griffiths\",\"doi\":\"10.1016/j.cognition.2025.106216\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Allocating resources to maximize the probability that humanity survives a set of existential risks has a different structure from many decision problems, as the objective is the product of the probabilities of desired outcomes rather than the sum. We derive the optimal solution to this problem and use this solution to evaluate the choices that people make when presented with decisions that have this multiplicative structure. Our participants (total <span><math><mi>N</mi></math></span>=2,072) are appropriately sensitive to how responsive a risk is to investment, but are conservative in their decisions and do not allocate enough resources to risks with lower probability of survival. This pattern persists even with alternative framings that emphasize survival probabilities. Our results highlight a systematic flaw in people’s intuitions about how to respond to existential risks, and suggest that people may have particular difficulty with decisions that involve multiplicative objectives.</div></div>\",\"PeriodicalId\":48455,\"journal\":{\"name\":\"Cognition\",\"volume\":\"265 \",\"pages\":\"Article 106216\"},\"PeriodicalIF\":2.8000,\"publicationDate\":\"2025-07-21\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Cognition\",\"FirstCategoryId\":\"102\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0010027725001568\",\"RegionNum\":1,\"RegionCategory\":\"心理学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"PSYCHOLOGY, EXPERIMENTAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Cognition","FirstCategoryId":"102","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0010027725001568","RegionNum":1,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"PSYCHOLOGY, EXPERIMENTAL","Score":null,"Total":0}
People make suboptimal decisions about existential risks
Allocating resources to maximize the probability that humanity survives a set of existential risks has a different structure from many decision problems, as the objective is the product of the probabilities of desired outcomes rather than the sum. We derive the optimal solution to this problem and use this solution to evaluate the choices that people make when presented with decisions that have this multiplicative structure. Our participants (total =2,072) are appropriately sensitive to how responsive a risk is to investment, but are conservative in their decisions and do not allocate enough resources to risks with lower probability of survival. This pattern persists even with alternative framings that emphasize survival probabilities. Our results highlight a systematic flaw in people’s intuitions about how to respond to existential risks, and suggest that people may have particular difficulty with decisions that involve multiplicative objectives.
期刊介绍:
Cognition is an international journal that publishes theoretical and experimental papers on the study of the mind. It covers a wide variety of subjects concerning all the different aspects of cognition, ranging from biological and experimental studies to formal analysis. Contributions from the fields of psychology, neuroscience, linguistics, computer science, mathematics, ethology and philosophy are welcome in this journal provided that they have some bearing on the functioning of the mind. In addition, the journal serves as a forum for discussion of social and political aspects of cognitive science.