{"id":"https://openalex.org/W7155509990","doi":"https://doi.org/10.48550/arxiv.2604.20855","title":"Caesar: Deep Agentic Web Exploration for Creative Answer Synthesis","display_name":"Caesar: Deep Agentic Web Exploration for Creative Answer Synthesis","publication_year":2026,"publication_date":"2026-02-24","ids":{"openalex":"https://openalex.org/W7155509990","doi":"https://doi.org/10.48550/arxiv.2604.20855"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2604.20855","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.20855","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"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":"article"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2604.20855","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5134564304","display_name":"Jason Liang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liang, Jason","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116210764","display_name":"Elliot Meyerson","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Meyerson, Elliot","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5134489283","display_name":"Risto Miikkulainen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Miikkulainen, Risto","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"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/T10028","display_name":"Topic Modeling","score":0.42239999771118164,"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"}},"topics":[{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.42239999771118164,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.11760000139474869,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.09080000221729279,"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/novelty","display_name":"Novelty","score":0.6848999857902527},{"id":"https://openalex.org/keywords/bridge","display_name":"Bridge (graph theory)","score":0.5496000051498413},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.5479000210762024},{"id":"https://openalex.org/keywords/serendipity","display_name":"Serendipity","score":0.5083000063896179},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.44279998540878296},{"id":"https://openalex.org/keywords/associative-property","display_name":"Associative property","score":0.42089998722076416},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.3553999960422516},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.3467000126838684}],"concepts":[{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.6848999857902527},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6827999949455261},{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.5496000051498413},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.5479000210762024},{"id":"https://openalex.org/C2779119418","wikidata":"https://www.wikidata.org/wiki/Q166039","display_name":"Serendipity","level":2,"score":0.5083000063896179},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.44279998540878296},{"id":"https://openalex.org/C159423971","wikidata":"https://www.wikidata.org/wiki/Q177251","display_name":"Associative property","level":2,"score":0.42089998722076416},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.38260000944137573},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.36399999260902405},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.35929998755455017},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.3553999960422516},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.3467000126838684},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.3443000018596649},{"id":"https://openalex.org/C11012388","wikidata":"https://www.wikidata.org/wiki/Q170658","display_name":"Creativity","level":2,"score":0.34209999442100525},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.335999995470047},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3325999975204468},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.2921000123023987},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.29019999504089355},{"id":"https://openalex.org/C13687954","wikidata":"https://www.wikidata.org/wiki/Q4826847","display_name":"Autonomous agent","level":2,"score":0.27480000257492065},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.2727000117301941},{"id":"https://openalex.org/C144097018","wikidata":"https://www.wikidata.org/wiki/Q4329404","display_name":"Service discovery","level":3,"score":0.2567000091075897},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.25450000166893005},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.25119999051094055},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.25099998712539673}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2604.20855","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.20855","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"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":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2604.20855","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.20855","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"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":"article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"To":[0],"advance":[1],"from":[2],"passive":[3],"retrieval":[4,96],"to":[5,41,73,90,143,157],"creative":[6,166],"discovery":[7],"of":[8,16,50,64,103],"new":[9,51],"ideas,":[10],"autonomous":[11],"agents":[12,55,164],"must":[13],"be":[14],"capable":[15],"deep,":[17],"associative":[18],"synthesis.":[19],"However,":[20],"current":[21],"agentic":[22,38],"frameworks":[23],"prioritize":[24],"convergent":[25],"search,":[26],"often":[27],"resulting":[28],"in":[29,165],"derivative":[30],"summaries":[31],"that":[32,56,94,114,129],"lack":[33],"creativity.":[34],"Caesar":[35,67,100,139],"is":[36],"an":[37],"architecture":[39],"designed":[40],"bridge":[42],"the":[43,58,88,119,141],"gap":[44],"between":[45],"information":[46,93,116],"gathering":[47],"and":[48,123,146,152],"synthesis":[49,125,167],"insights.":[52],"Unlike":[53],"existing":[54],"treat":[57],"web":[59,71],"as":[60,83],"a":[61,69,75,84,110],"flat":[62,95],"sequence":[63],"disconnected":[65],"documents,":[66],"performs":[68],"deep":[70,162],"traversal":[72],"construct":[74],"dynamic":[76,111],"knowledge":[77],"graph.":[78],"This":[79],"graph":[80],"then":[81],"serves":[82],"navigational":[85],"scaffold,":[86],"guiding":[87],"agent":[89],"diverse,":[91],"non-obvious":[92],"would":[97],"never":[98],"encounter.":[99],"thus":[101],"consists":[102],"two":[104],"components:":[105],"(1)":[106],"exploration":[107],"driven":[108],"by":[109,149],"context-aware":[112],"policy":[113],"maximizes":[115],"coverage":[117],"across":[118,172],"web's":[120],"topological":[121],"structure,":[122],"(2)":[124],"through":[126],"adversarial":[127],"refinement":[128],"actively":[130],"seeks":[131],"novel":[132],"perspectives":[133],"rather":[134],"than":[135],"confirming":[136],"established":[137],"priors.":[138],"demonstrates":[140],"ability":[142],"generate":[144],"artifacts":[145],"answers":[147],"characterized":[148],"high":[150],"novelty":[151],"structural":[153],"coherence,":[154],"achieving":[155],"13%":[156],"23%":[158],"improvement":[159],"over":[160],"state-of-the-art":[161],"research":[163],"challenges,":[168],"with":[169],"strong":[170],"dominance":[171],"all":[173],"output":[174],"formats.":[175]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2026-04-25T00:00:00"}
