{"id":"https://openalex.org/W4392736552","doi":"https://doi.org/10.48550/arxiv.2403.05592","title":"Eternal Sunshine of the Mechanical Mind: The Irreconcilability of Machine Learning and the Right to be Forgotten","display_name":"Eternal Sunshine of the Mechanical Mind: The Irreconcilability of Machine Learning and the Right to be Forgotten","publication_year":2024,"publication_date":"2024-03-06","ids":{"openalex":"https://openalex.org/W4392736552","doi":"https://doi.org/10.48550/arxiv.2403.05592"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2403.05592","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2403.05592","pdf_url":"https://arxiv.org/pdf/2403.05592","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2403.05592","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058503816","display_name":"Meem Arafat Manab","orcid":"https://orcid.org/0000-0002-2336-4160","observed_orcids":["https://orcid.org/0000-0002-2336-4160"]},"institutions":[{"id":"https://openalex.org/I42934936","display_name":"Dublin City University","ror":"https://ror.org/04a1a1e81","country_code":"IE","type":"education","lineage":["https://openalex.org/I42934936"]},{"id":"https://openalex.org/I5518804","display_name":"BRAC University","ror":"https://ror.org/00sge8677","country_code":"BD","type":"education","lineage":["https://openalex.org/I5518804"]}],"countries":["BD","IE"],"is_corresponding":true,"raw_author_name":"Manab, Meem Arafat","raw_affiliation_strings":["School of Data and Sciences , BRAC University , Dhaka , Bangladesh","School of Law and Government , Dublin City University , Dublin , Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Data and Sciences , BRAC University , Dhaka , Bangladesh","institution_ids":["https://openalex.org/I5518804"]},{"raw_affiliation_string":"School of Law and Government , Dublin City University , Dublin , Ireland","institution_ids":["https://openalex.org/I42934936"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5058503816"],"corresponding_institution_ids":["https://openalex.org/I42934936","https://openalex.org/I5518804"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13364","display_name":"Digitalization, Law, and Regulation","score":0.9682999849319458,"subfield":{"id":"https://openalex.org/subfields/3308","display_name":"Law"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13364","display_name":"Digitalization, Law, and Regulation","score":0.9682999849319458,"subfield":{"id":"https://openalex.org/subfields/3308","display_name":"Law"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.02630000002682209,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13851","display_name":"Law, AI, and Intellectual Property","score":0.001500000013038516,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/right-to-be-forgotten","display_name":"right to be forgotten","score":0.996999979019165},{"id":"https://openalex.org/keywords/machine-learning","display_name":"machine learning","score":0.7540000081062317},{"id":"https://openalex.org/keywords/deep-learning","display_name":"deep learning","score":0.8790000081062317},{"id":"https://openalex.org/keywords/data-deletion","display_name":"data deletion","score":0.6729999780654907},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"artificial intelligence","score":0.5429999828338623},{"id":"https://openalex.org/keywords/privacy","display_name":"privacy","score":0.5609999895095825},{"id":"https://openalex.org/keywords/data-protection","display_name":"data protection","score":0.4790000021457672},{"id":"https://openalex.org/keywords/black-box-modeling","display_name":"black-box models","score":0.6430000066757202},{"id":"https://openalex.org/keywords/emergent-behavior","display_name":"emergent behavior","score":0.5609999895095825},{"id":"https://openalex.org/keywords/legal-personhood-of-ai","display_name":"legal personhood of AI","score":0.49300000071525574}],"concepts":[{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.36863985657691956},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3578227758407593},{"id":"https://openalex.org/C107038049","wikidata":"https://www.wikidata.org/wiki/Q35986","display_name":"Aesthetics","level":1,"score":0.3491494655609131},{"id":"https://openalex.org/C52119013","wikidata":"https://www.wikidata.org/wiki/Q50637","display_name":"Art history","level":1,"score":0.3385963439941406},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.3301893472671509},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.32116615772247314}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2403.05592","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2403.05592","pdf_url":"https://arxiv.org/pdf/2403.05592","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2403.05592","doi":"https://doi.org/10.48550/arxiv.2403.05592","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2403.05592","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2403.05592","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2403.05592","pdf_url":"https://arxiv.org/pdf/2403.05592","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392736552.pdf","grobid_xml":"https://content.openalex.org/works/W4392736552.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W1498436455","https://openalex.org/W1667652561","https://openalex.org/W2108598243","https://openalex.org/W2528491735","https://openalex.org/W2596142952","https://openalex.org/W3034942609","https://openalex.org/W3125912651","https://openalex.org/W3135378441","https://openalex.org/W3163154194","https://openalex.org/W4210935470","https://openalex.org/W4220670584","https://openalex.org/W4281258477","https://openalex.org/W4312121697","https://openalex.org/W4313304716","https://openalex.org/W4322718191","https://openalex.org/W4360979863","https://openalex.org/W4362714589","https://openalex.org/W4379652910","https://openalex.org/W4380627439","https://openalex.org/W4386755313","https://openalex.org/W4389977189","https://openalex.org/W4394595144","https://openalex.org/W4412158322"],"related_works":["https://openalex.org/W7215063992","https://openalex.org/W7160431136","https://openalex.org/W6962639252","https://openalex.org/W4385489253","https://openalex.org/W2954412990","https://openalex.org/W7112483358","https://openalex.org/W2563193458","https://openalex.org/W7223331812","https://openalex.org/W4220686836","https://openalex.org/W7160694601"],"abstract_inverted_index":{"As":[0],"we":[1,21,56,92,106,123],"keep":[2],"rapidly":[3],"advancing":[4],"toward":[5],"an":[6,60],"era":[7],"where":[8,64],"artificial":[9,68,113],"intelligence":[10,69],"is":[11,159,173,184],"a":[12,134,165,202,210,220],"constant":[13],"and":[14,30,39,44,48,77,87,103,156,193,213],"normative":[15],"experience":[16],"for":[17,83],"most":[18],"of":[19,26,52,100,112,167],"us,":[20],"must":[22],"also":[23],"be":[24,73,116,140,143,196,207,216],"aware":[25],"what":[27],"this":[28,31,53,162],"vision":[29],"progress":[32],"entail.":[33],"By":[34],"first":[35],"approximating":[36],"neural":[37,101],"connections":[38,102],"activities":[40],"in":[41,125,161,225],"computer":[42],"circuits":[43],"then":[45],"creating":[46],"more":[47,49,94,218],"sophisticated":[50],"versions":[51],"crude":[54],"approximation,":[55],"are":[57,79,129],"now":[58],"facing":[59],"age":[61],"to":[62,118,139,190,198],"come":[63],"modern":[65],"deep":[66,186],"learning-based":[67],"systems":[70],"can":[71,105,136],"rightly":[72],"called":[74],"thinking":[75],"machines,":[76],"they":[78,128,214],"sometimes":[80],"even":[81],"lauded":[82],"their":[84,191],"emergent":[85],"behavior":[86],"black-box":[88],"approaches.":[89],"But":[90],"as":[91,204],"create":[93],"powerful":[95],"electronic":[96],"brains,":[97],"with":[98,147,164],"billions":[99],"parameters,":[104],"guarantee":[107],"that":[108,122,185],"these":[109,148],"mammoths":[110],"built":[111],"neurons":[114],"will":[115],"able":[117],"forget":[119,199],"the":[120,137,157,171],"data":[121,203],"store":[124],"them?":[126],"If":[127],"at":[130],"some":[131],"level":[132],"like":[133,219],"brain,":[135,222],"right":[138],"forgotten":[141],"still":[142,224],"protected":[144],"while":[145],"dealing":[146],"AIs?":[149],"The":[150,181],"essential":[151],"gap":[152,172],"between":[153],"machine":[154],"learning":[155,187],"RTBF":[158],"explored":[160],"article,":[163],"premonition":[166],"far-reaching":[168],"conclusions":[169],"if":[170],"not":[174],"bridged":[175],"or":[176,200],"reconciled":[177],"any":[178],"time":[179],"soon.":[180],"core":[182],"argument":[183],"models,":[188],"due":[189],"structure":[192],"size,":[194],"cannot":[195],"expected":[197,208],"delete":[201],"it":[205],"would":[206],"from":[209],"tabular":[211],"database,":[212],"should":[215],"treated":[217],"mechanical":[221],"albeit":[223],"development.":[226]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-11-13T13:42:25.865203","created_date":"2024-03-13T00:00:00"}