@prefix this: <https://w3id.org/np/RApCaFWLTzWdxDVuebQoJAvjp6Wo01CqAX6Z8b6OlqO0A> .
@prefix sub: <https://w3id.org/np/RApCaFWLTzWdxDVuebQoJAvjp6Wo01CqAX6Z8b6OlqO0A#> .
@prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#> .
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .
@prefix np: <http://www.nanopub.org/nschema#> .
@prefix npx: <http://purl.org/nanopub/x/> .
@prefix dcterms: <http://purl.org/dc/terms/> .
@prefix prov: <http://www.w3.org/ns/prov#> .
@prefix schema: <https://schema.org/> .
@prefix foaf: <http://xmlns.com/foaf/0.1/> .
sub:head {
  this: np:hasAssertion sub:assertion ;
    np:hasProvenance sub:provenance ;
    np:hasPublicationInfo sub:pubinfo ;
    a np:Nanopublication .
}
sub:assertion {
  <https://arxiv.org/abs/2309.13638> <https://sense-nets.xyz/hasZoteroItemType> "preprint" .
  sub:assertion dcterms:creator <https://w3id.org/np/RAN3iDVMsE1_visINe_g3tz3oAZtINfq9XyT3kki0XW6U> ;
    <http://purl.org/spar/cito/linksTo> <https://arxiv.org/abs/2309.13638> ;
    rdfs:comment """ These are cool papers on examining LLMs as statistical systems rather than reasoning system. They look at tasks and evaluate the models' sensitivity to probability even if the tasks themselves are deterministic. https://arxiv.org/abs/2309.13638

""" ;
    schema:keywords "autoregression" , "large-language-models" , "next-word-prediction" , "sensitivity-to-probability" .
}
sub:provenance {
  <https://sense-nets.xyz/> a prov:SoftwareAgent ;
    prov:actedOnBehalfOf <https://w3id.org/np/RAN3iDVMsE1_visINe_g3tz3oAZtINfq9XyT3kki0XW6U> .
  <https://w3id.org/np/RAN3iDVMsE1_visINe_g3tz3oAZtINfq9XyT3kki0XW6U> foaf:account <https://bsky.app/profile/weswalla.bsky.social> .
  sub:activity a <https://sense-nets.xyz/unsupervisedActivity> ;
    prov:wasAssociatedWith <https://sense-nets.xyz/> .
  sub:assertion prov:linksTo <https://bsky.app/profile/weswalla.bsky.social/post/3l5pauasah72q> ;
    prov:wasAssociatedWith <https://bsky.app/profile/weswalla.bsky.social> ;
    prov:wasAttributedTo <https://w3id.org/np/RAN3iDVMsE1_visINe_g3tz3oAZtINfq9XyT3kki0XW6U> ;
    prov:wasGeneratedBy sub:activity .
}
sub:pubinfo {
  <https://w3id.org/np/RAN3iDVMsE1_visINe_g3tz3oAZtINfq9XyT3kki0XW6U> foaf:name "Wesley Finck" .
  sub:sig npx:hasAlgorithm "RSA" ;
    npx:hasPublicKey "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAoWenJzEuzPmfkMRSKSwCflfKiFtZOzacYCEF6/CSHmpWQRN/zqsOXbIWUM+l/ePd8Cj7eBPpEX7XFZyhSK6EmNAWmn2/i7RsJI9El1YUDgeI7Re3BV1ZSja09b8oFAqkyI3QMK23M4D/l/hg/L1h7PMamUj+zZL4mP+x+bnX+gxezjfodZrNZhJO4JtK8INFo3AHTEUYakWSl1KV6veWokccyEWhThaNSK7QnnS2Eyfb2lLsKqYYi+CtIdX2ANnLFprVN33VvKpSoliM8J4ZQtK4JOEmWYA1md+2Sp1VDHNykmuJuwLwBzp3V0fu29egfoPv8/o1rR8KNJToyPFhSQIDAQAB" ;
    npx:hasSignature "Fb1QQ52/9wHJEASCXxf96FunhWohrtknL33Et4xpbvPBZm0fpGImBybYy6djeM/XWRSO8kkqgFYy8WwnXH0XCLXFomuvuhaO11gD8Gg0+jHcsoJvlHl1klXPjlYjPRFQtu42Go9oWEzhIPi6eEK4aE42O1qaD8pbPikRC5ay4xXxcK7chyVBaEpjaHNvZPtMPrvgOCVQhiISw2lY7ypEJXino4rmlDJOYgZeYskzrr6tAMliRJlVbOXK8hjm/A7hbJVttxCb2EMqQMtgQT9eAACOhK02rG3fjc6n5d0/1/PTYd+pErQ5nN0Osjgzenkvfm3QaTXDz08x9YkxXNTGOA==" ;
    npx:hasSignatureTarget this: ;
    npx:singedBy <https://sense-nets.xyz/> ;
    prov:wasAssociatedWith <https://w3id.org/np/RAN3iDVMsE1_visINe_g3tz3oAZtINfq9XyT3kki0XW6UsigningDelegation> .
  this: dcterms:created "2024-10-04T17:18:23.705Z"^^xsd:dateTime ;
    dcterms:creator <https://w3id.org/np/RAN3iDVMsE1_visINe_g3tz3oAZtINfq9XyT3kki0XW6U> ;
    dcterms:license <https://creativecommons.org/licenses/by/4.0/> ;
    npx:hasNanopubType <https://sense-nets.xyz/SemanticPost> ;
    npx:wasCreatedAt <https://sense-nets.xyz/> ;
    rdfs:label "CoSMO Semantic Post" ;
    <https://sense-nets.xyz/hasRootSigner> "0x4E5A0CD736B08E8AC88b5a2C02aa30702C6782D5" .
}