Matches in SemOpenAlex for { <https://semopenalex.org/work/W3198455557> ?p ?o ?g. }
- W3198455557 endingPage "24" @default.
- W3198455557 startingPage "1" @default.
- W3198455557 abstract "An impossibility theorem demonstrates that a particular problem or set of problems cannot be solved as described in the claim. Such theorems put limits on what is possible to do concerning artificial intelligence, especially the super-intelligent one. As such, these results serve as guidelines, reminders, and warnings to AI safety, AI policy, and governance researchers. These might enable solutions to some long-standing questions in the form of formalizing theories in the framework of constraint satisfaction without committing to one option. We strongly believe this to be the most prudent approach to long-term AI safety initiatives. In this paper, we have categorized impossibility theorems applicable to AI into five mechanism-based categories: deduction, indistinguishability, induction, tradeoffs, and intractability. We found that certain theorems are too specific or have implicit assumptions that limit application. Also, we added new results (theorems) such as the unfairness of explainability, the first explainability-related result in the induction category. The remaining results deal with misalignment between the clones and put a limit to the self-awareness of agents. We concluded that deductive impossibilities deny 100%-guarantees for security. In the end, we give some ideas that hold potential in explainability, controllability, value alignment, ethics, and group decision-making. They can be deepened by further investigation." @default.
- W3198455557 created "2021-09-13" @default.
- W3198455557 creator A5004227278 @default.
- W3198455557 creator A5060472193 @default.
- W3198455557 date "2023-08-25" @default.
- W3198455557 modified "2023-09-25" @default.
- W3198455557 title "Impossibility Results in AI: A Survey" @default.
- W3198455557 cites W1480000461 @default.
- W3198455557 cites W1571292232 @default.
- W3198455557 cites W1615222761 @default.
- W3198455557 cites W1968746567 @default.
- W3198455557 cites W1972780278 @default.
- W3198455557 cites W1998541552 @default.
- W3198455557 cites W2006565216 @default.
- W3198455557 cites W2012762214 @default.
- W3198455557 cites W2028227692 @default.
- W3198455557 cites W2030143409 @default.
- W3198455557 cites W2037776905 @default.
- W3198455557 cites W2043278166 @default.
- W3198455557 cites W2056401770 @default.
- W3198455557 cites W2068341291 @default.
- W3198455557 cites W2071581217 @default.
- W3198455557 cites W2081148745 @default.
- W3198455557 cites W2082034759 @default.
- W3198455557 cites W2085492521 @default.
- W3198455557 cites W2102219503 @default.
- W3198455557 cites W2106038630 @default.
- W3198455557 cites W2116274133 @default.
- W3198455557 cites W2124221042 @default.
- W3198455557 cites W2126160338 @default.
- W3198455557 cites W2129286663 @default.
- W3198455557 cites W2151554678 @default.
- W3198455557 cites W2151557482 @default.
- W3198455557 cites W2159080528 @default.
- W3198455557 cites W2164558494 @default.
- W3198455557 cites W2173023892 @default.
- W3198455557 cites W2313226205 @default.
- W3198455557 cites W2323777246 @default.
- W3198455557 cites W2401610261 @default.
- W3198455557 cites W2463389769 @default.
- W3198455557 cites W2472097883 @default.
- W3198455557 cites W2477695133 @default.
- W3198455557 cites W2548389436 @default.
- W3198455557 cites W2735905869 @default.
- W3198455557 cites W2741895469 @default.
- W3198455557 cites W2762221702 @default.
- W3198455557 cites W2804016275 @default.
- W3198455557 cites W2903822982 @default.
- W3198455557 cites W2907468092 @default.
- W3198455557 cites W2962937807 @default.
- W3198455557 cites W3021366120 @default.
- W3198455557 cites W3040826712 @default.
- W3198455557 cites W3043284412 @default.
- W3198455557 cites W3105432754 @default.
- W3198455557 cites W3121612517 @default.
- W3198455557 cites W3157999207 @default.
- W3198455557 cites W3177619443 @default.
- W3198455557 cites W3183976931 @default.
- W3198455557 cites W3211644888 @default.
- W3198455557 cites W3215362648 @default.
- W3198455557 cites W4231240622 @default.
- W3198455557 cites W4237718205 @default.
- W3198455557 cites W4238893454 @default.
- W3198455557 cites W4243567537 @default.
- W3198455557 cites W4245657762 @default.
- W3198455557 cites W4247434369 @default.
- W3198455557 cites W4249297534 @default.
- W3198455557 cites W4256369010 @default.
- W3198455557 cites W4281572676 @default.
- W3198455557 cites W4309530926 @default.
- W3198455557 cites W4310232028 @default.
- W3198455557 doi "https://doi.org/10.1145/3603371" @default.
- W3198455557 hasPublicationYear "2023" @default.
- W3198455557 type Work @default.
- W3198455557 sameAs 3198455557 @default.
- W3198455557 citedByCount "0" @default.
- W3198455557 crossrefType "journal-article" @default.
- W3198455557 hasAuthorship W3198455557A5004227278 @default.
- W3198455557 hasAuthorship W3198455557A5060472193 @default.
- W3198455557 hasBestOaLocation W31984555571 @default.
- W3198455557 hasConcept C119857082 @default.
- W3198455557 hasConcept C121332964 @default.
- W3198455557 hasConcept C134306372 @default.
- W3198455557 hasConcept C142696051 @default.
- W3198455557 hasConcept C144237770 @default.
- W3198455557 hasConcept C151201525 @default.
- W3198455557 hasConcept C177264268 @default.
- W3198455557 hasConcept C17744445 @default.
- W3198455557 hasConcept C189352744 @default.
- W3198455557 hasConcept C199360897 @default.
- W3198455557 hasConcept C199539241 @default.
- W3198455557 hasConcept C2524010 @default.
- W3198455557 hasConcept C2776036281 @default.
- W3198455557 hasConcept C2776261394 @default.
- W3198455557 hasConcept C2776291640 @default.
- W3198455557 hasConcept C28826006 @default.
- W3198455557 hasConcept C33923547 @default.
- W3198455557 hasConcept C41008148 @default.