{"id":"https://openalex.org/W4396944934","doi":"https://doi.org/10.48550/arxiv.2405.08597","title":"Risks and Opportunities of Open-Source Generative AI","display_name":"Risks and Opportunities of Open-Source Generative AI","publication_year":2024,"publication_date":"2024-05-14","ids":{"openalex":"https://openalex.org/W4396944934","doi":"https://doi.org/10.48550/arxiv.2405.08597"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2405.08597","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2405.08597","pdf_url":"https://arxiv.org/pdf/2405.08597","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"volume":null,"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2405.08597","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064603755","display_name":"Francisco Eiras","orcid":"https://orcid.org/0000-0002-7994-7314","observed_orcids":["https://orcid.org/0000-0002-7994-7314"]},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Eiras, Francisco","raw_affiliation_strings":["University of Oxford"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Oxford","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103052945","display_name":"Aleksandar Petrov","orcid":"https://orcid.org/0000-0002-2128-4298","observed_orcids":["https://orcid.org/0000-0002-2128-4298"]},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Petrov, Aleksandar","raw_affiliation_strings":["University of Oxford"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Oxford","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084936290","display_name":"Bertie Vidgen","orcid":"https://orcid.org/0000-0002-7892-0814","observed_orcids":["https://orcid.org/0000-0002-7892-0814"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vidgen, Bertie","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033231652","display_name":"C. Schroeder","orcid":"https://orcid.org/0000-0001-6449-0668","observed_orcids":["https://orcid.org/0000-0001-6449-0668"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Schroeder, Christian","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078065160","display_name":"Fabio Pizzati","orcid":"https://orcid.org/0000-0002-6249-5649","observed_orcids":["https://orcid.org/0000-0002-6249-5649"]},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Pizzati, Fabio","raw_affiliation_strings":["University of Oxford"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Oxford","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075943427","display_name":"Katherine Elkins","orcid":"https://orcid.org/0000-0001-9887-4854","observed_orcids":["https://orcid.org/0000-0001-9887-4854"]},"institutions":[{"id":"https://openalex.org/I166972335","display_name":"Kenyon College","ror":"https://ror.org/04ckqgs57","country_code":"US","type":"education","lineage":["https://openalex.org/I166972335"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Elkins, Katherine","raw_affiliation_strings":["Kenyon College"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kenyon College","institution_ids":["https://openalex.org/I166972335"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Mukhopadhyay, Supratik","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I121820613","display_name":"Louisiana State University","ror":"https://ror.org/05ect4e57","country_code":"US","type":"education","lineage":["https://openalex.org/I121820613"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mukhopadhyay, Supratik","raw_affiliation_strings":["Center for Computation & Technology , Louisiana State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Computation & Technology , Louisiana State University","institution_ids":["https://openalex.org/I121820613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091670711","display_name":"Adel Bibi","orcid":"https://orcid.org/0000-0002-6169-3918","observed_orcids":["https://orcid.org/0000-0002-6169-3918"]},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Bibi, Adel","raw_affiliation_strings":["University of Oxford"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Oxford","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5098537184","display_name":"Aaron Purewal","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Purewal, Aaron","raw_affiliation_strings":["University of Texas at Austin"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Texas at Austin","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080635838","display_name":"Botos Csaba","orcid":"https://orcid.org/0000-0001-6598-2162","observed_orcids":["https://orcid.org/0000-0001-6598-2162"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Botos, Csaba","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025474312","display_name":"Fabro Steibel","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210134293","display_name":"Institute for Technology & Society","ror":"https://ror.org/0488afy73","country_code":"BR","type":"nonprofit","lineage":["https://openalex.org/I4210134293"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Steibel, Fabro","raw_affiliation_strings":["Institute for Technology & Society (ITS) , Rio"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Technology & Society (ITS) , Rio","institution_ids":["https://openalex.org/I4210134293"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017876645","display_name":"Fazel Keshtkar","orcid":"https://orcid.org/0000-0002-7022-6238","observed_orcids":["https://orcid.org/0000-0002-7022-6238"]},"institutions":[{"id":"https://openalex.org/I142823887","display_name":"St. John's University","ror":"https://ror.org/00bgtad15","country_code":"US","type":"education","lineage":["https://openalex.org/I142823887"]},{"id":"https://openalex.org/I4210097625","display_name":"St. John's University","ror":"https://ror.org/00wyq5s37","country_code":"TW","type":"education","lineage":["https://openalex.org/I4210097625"]}],"countries":["TW","US"],"is_corresponding":false,"raw_author_name":"Keshtkar, Fazel","raw_affiliation_strings":["St. John's University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"St. John's University","institution_ids":["https://openalex.org/I142823887","https://openalex.org/I4210097625"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050436152","display_name":"Fazl Barez","orcid":"https://orcid.org/0009-0008-1889-6577","observed_orcids":["https://orcid.org/0009-0008-1889-6577"]},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Barez, Fazl","raw_affiliation_strings":["University of Oxford"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Oxford","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Smith, Genevieve","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Smith, Genevieve","raw_affiliation_strings":["University of California , Berkeley"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California , Berkeley","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060373954","display_name":"Gianluca Guadagni","orcid":"https://orcid.org/0000-0003-4568-0487","observed_orcids":["https://orcid.org/0000-0003-4568-0487"]},"institutions":[{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Guadagni, Gianluca","raw_affiliation_strings":["University of Virginia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Virginia","institution_ids":["https://openalex.org/I51556381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034544789","display_name":"Jon Chun","orcid":"https://orcid.org/0000-0002-5315-6784","observed_orcids":["https://orcid.org/0000-0002-5315-6784"]},"institutions":[{"id":"https://openalex.org/I166972335","display_name":"Kenyon College","ror":"https://ror.org/04ckqgs57","country_code":"US","type":"education","lineage":["https://openalex.org/I166972335"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chun, Jon","raw_affiliation_strings":["Kenyon College"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kenyon College","institution_ids":["https://openalex.org/I166972335"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074872542","display_name":"Jordi Cabot","orcid":"https://orcid.org/0000-0003-2418-2489","observed_orcids":["https://orcid.org/0000-0003-2418-2489"]},"institutions":[{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]},{"id":"https://openalex.org/I4210112527","display_name":"Luxembourg Institute of Science and Technology","ror":"https://ror.org/01t178j62","country_code":"LU","type":"nonprofit","lineage":["https://openalex.org/I4210112527"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Cabot, Jordi","raw_affiliation_strings":["Luxembourg Institute of Science and Technology","University of Luxembourg"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Luxembourg Institute of Science and Technology","institution_ids":["https://openalex.org/I4210112527"]},{"raw_affiliation_string":"University of Luxembourg","institution_ids":["https://openalex.org/I186903577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040428208","display_name":"Joseph Marvin Imperial","orcid":"https://orcid.org/0000-0003-1073-6129","observed_orcids":["https://orcid.org/0000-0003-1073-6129"]},"institutions":[{"id":"https://openalex.org/I4210090490","display_name":"National University","ror":"https://ror.org/000a8qk84","country_code":"PH","type":"education","lineage":["https://openalex.org/I4210090490"]},{"id":"https://openalex.org/I51601045","display_name":"University of Bath","ror":"https://ror.org/002h8g185","country_code":"GB","type":"education","lineage":["https://openalex.org/I51601045"]}],"countries":["GB","PH"],"is_corresponding":false,"raw_author_name":"Imperial, Joseph","raw_affiliation_strings":["National University Philippines","University of Bath"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University Philippines","institution_ids":["https://openalex.org/I4210090490"]},{"raw_affiliation_string":"University of Bath","institution_ids":["https://openalex.org/I51601045"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5098625313","display_name":"Juan Arturo Nolazco","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nolazco, Juan Arturo","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033087917","display_name":"Lori Landay","orcid":"https://orcid.org/0000-0003-4362-5791","observed_orcids":["https://orcid.org/0000-0003-4362-5791"]},"institutions":[{"id":"https://openalex.org/I193106197","display_name":"Berklee College of Music","ror":"https://ror.org/05k9wtr55","country_code":"US","type":"education","lineage":["https://openalex.org/I193106197"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Landay, Lori","raw_affiliation_strings":["Berklee College of Music"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Berklee College of Music","institution_ids":["https://openalex.org/I193106197"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jackson, Matthew","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jackson, Matthew","raw_affiliation_strings":["University of Oxford"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Oxford","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035244617","display_name":"Phillip Torr","orcid":"https://orcid.org/0009-0006-0259-5732","observed_orcids":["https://orcid.org/0009-0006-0259-5732"]},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Torr, Phillip H. S.","raw_affiliation_strings":["University of Oxford"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Oxford","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029105520","display_name":"Trevor Darrell","orcid":"https://orcid.org/0000-0001-5453-8533","observed_orcids":["https://orcid.org/0000-0001-5453-8533"]},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Darrell, Trevor","raw_affiliation_strings":["University of California , Berkeley"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California , Berkeley","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031732004","display_name":"Yong Suk Lee","orcid":"https://orcid.org/0000-0002-3930-0292","observed_orcids":["https://orcid.org/0000-0002-3930-0292"]},"institutions":[{"id":"https://openalex.org/I107639228","display_name":"University of Notre Dame","ror":"https://ror.org/00mkhxb43","country_code":"US","type":"education","lineage":["https://openalex.org/I107639228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lee, Yong","raw_affiliation_strings":["University of Notre Dame"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Notre Dame","institution_ids":["https://openalex.org/I107639228"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059094093","display_name":"Jakob Foerster","orcid":"https://orcid.org/0000-0001-9688-2498","observed_orcids":["https://orcid.org/0000-0001-9688-2498"]},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Foerster, Jakob","raw_affiliation_strings":["University of Oxford"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Oxford","institution_ids":["https://openalex.org/I40120149"]}]}],"institutions":[],"countries_distinct_count":6,"institutions_distinct_count":15,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":7,"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9429000020027161,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9429000020027161,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/T13851","display_name":"Law, AI, and Intellectual Property","score":0.02199999988079071,"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/T13904","display_name":"Artificial Intelligence Applications","score":0.01640000008046627,"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/generative-ai-risks","display_name":"generative AI risks","score":0.7590000033378601},{"id":"https://openalex.org/keywords/ai-regulation","display_name":"AI regulation","score":0.9729999899864197},{"id":"https://openalex.org/keywords/training-data","display_name":"training data","score":0.515999972820282},{"id":"https://openalex.org/keywords/evaluation-data","display_name":"evaluation data","score":0.9639999866485596}],"concepts":[{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.7117166519165039},{"id":"https://openalex.org/C3018397939","wikidata":"https://www.wikidata.org/wiki/Q3644502","display_name":"Open source","level":3,"score":0.705742597579956},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4021453857421875},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.296316921710968},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.09969493746757507},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.04855191707611084}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2405.08597","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2405.08597","pdf_url":"https://arxiv.org/pdf/2405.08597","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2405.08597","doi":"https://doi.org/10.48550/arxiv.2405.08597","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2405.08597","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","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2405.08597","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2405.08597","pdf_url":"https://arxiv.org/pdf/2405.08597","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G1526486803","display_name":null,"funder_award_id":"DFR07910","funder_id":"https://openalex.org/F4320322320","funder_display_name":"King Abdullah University of Science and Technology"},{"id":"https://openalex.org/G2059619305","display_name":"UKRI Centre for Doctoral Training in Accountable, Responsible and Transparent AI","funder_award_id":"EP/S023437/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G327663158","display_name":null,"funder_award_id":"EP/S023437/1","funder_id":"https://openalex.org/F4320314731","funder_display_name":"UK Research and Innovation"},{"id":"https://openalex.org/G5670947113","display_name":"EPSRC Centre for Doctoral Training in Autonomous Intelligent Machines and Systems","funder_award_id":"EP/S024050/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320314707","display_name":"Government of the United Kingdom","ror":"https://ror.org/05wnh3t63"},{"id":"https://openalex.org/F4320314731","display_name":"UK Research and Innovation","ror":"https://ror.org/001aqnf71"},{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320322320","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4396944934.pdf","grobid_xml":"https://content.openalex.org/works/W4396944934.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4396506709","https://openalex.org/W6996024404","https://openalex.org/W4399362671","https://openalex.org/W4392909290","https://openalex.org/W7112110336","https://openalex.org/W4417092531","https://openalex.org/W4387508266","https://openalex.org/W4415948629","https://openalex.org/W4412923681","https://openalex.org/W6986157934"],"abstract_inverted_index":{"Applications":[0],"of":[1,12,37,51,73,95,122,136,146],"Generative":[2],"AI":[3,60,83,98,125],"(Gen":[4],"AI)":[5],"are":[6,57],"expected":[7],"to":[8,20,66,103,109],"revolutionize":[9],"a":[10,30,78,144],"number":[11],"different":[13],"areas,":[14],"ranging":[15],"from":[16,49],"science":[17],"&":[18],"medicine":[19],"education.":[21],"The":[22],"potential":[23,35],"for":[24,44,81,151],"these":[25],"seismic":[26],"changes":[27],"has":[28],"triggered":[29],"lively":[31],"debate":[32],"about":[33],"the":[34,38,52,70,91,104,120,133],"risks":[36,92,153],"technology,":[39],"and":[40,87,93,111,139,142,148],"resulted":[41],"in":[42,47,59],"calls":[43],"tighter":[45],"regulation,":[46],"particular":[48],"some":[50],"major":[53],"tech":[54],"companies":[55],"who":[56],"leading":[58],"development.":[61],"This":[62],"regulation":[63],"is":[64],"likely":[65],"put":[67],"at":[68],"risk":[69],"budding":[71],"field":[72],"open-source":[74,96,123,156],"generative":[75,97,157],"AI.":[76,158],"Using":[77],"three-stage":[79],"framework":[80],"Gen":[82,124],"development":[84],"(near,":[85],"mid":[86],"long-term),":[88],"we":[89,131],"analyze":[90],"opportunities":[94],"models":[99],"with":[100,112,155],"similar":[101],"capabilities":[102,114],"ones":[105],"currently":[106],"available":[107],"(near":[108],"mid-term)":[110],"greater":[113],"(long-term).":[115],"We":[116],"argue":[117],"that,":[118],"overall,":[119],"benefits":[121],"outweigh":[126],"its":[127],"risks.":[128],"As":[129],"such,":[130],"encourage":[132],"open":[134],"sourcing":[135],"models,":[137],"training":[138],"evaluation":[140],"data,":[141],"provide":[143],"set":[145],"recommendations":[147],"best":[149],"practices":[150],"managing":[152],"associated":[154]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2}],"updated_date":"2026-10-30T12:39:25.321706","created_date":"2024-05-16T00:00:00"}
