{"id":"https://openalex.org/W7162547374","doi":"https://doi.org/10.48550/arxiv.2605.27360","title":"GENESIS: Harnessing AI Agents for Autonomous 6G RAN Synthesis, Research, and Testing","display_name":"GENESIS: Harnessing AI Agents for Autonomous 6G RAN Synthesis, Research, and Testing","publication_year":2026,"publication_date":"2026-05-26","ids":{"openalex":"https://openalex.org/W7162547374","doi":"https://doi.org/10.48550/arxiv.2605.27360"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2605.27360","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.27360","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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2605.27360","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092682117","display_name":"Tamerlan Aghayev","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Aghayev, Tamerlan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012710766","display_name":"Maxime Elkael","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Elkael, Maxime","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137152821","display_name":"Michele Polese","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Polese, Michele","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101409205","display_name":"Minh Dat Nguyen","orcid":"https://orcid.org/0000-0002-0898-0029"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nguyen, Minh Dat","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056193910","display_name":"Gabriele Gemmi","orcid":"https://orcid.org/0000-0001-9109-4281"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gemmi, Gabriele","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050214677","display_name":"Andrea Lacava","orcid":"https://orcid.org/0000-0001-9217-5956"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lacava, Andrea","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093723192","display_name":"Ali Saeizadeh","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Saeizadeh, Ali","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102992162","display_name":"Reshma Prasad","orcid":"https://orcid.org/0000-0003-4634-1858"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Prasad, Reshma","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025683032","display_name":"Paolo Testolina","orcid":"https://orcid.org/0000-0002-5616-1722"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Testolina, Paolo","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010534135","display_name":"Angelo Feraudo","orcid":"https://orcid.org/0000-0002-9727-0861"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Feraudo, Angelo","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137141599","display_name":"Soumendra Nanda","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nanda, Soumendra","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069833803","display_name":"Pedram Johari","orcid":"https://orcid.org/0000-0001-9107-1418"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Johari, Pedram","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137187815","display_name":"Salvatore D'Oro","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"D'Oro, Salvatore","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5054337759","display_name":"Tommaso Melodia","orcid":"https://orcid.org/0000-0002-2719-1789"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Melodia, Tommaso","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.4284000098705292,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.4284000098705292,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.1256999969482422,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.04010000079870224,"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/interoperability","display_name":"Interoperability","score":0.7052000164985657},{"id":"https://openalex.org/keywords/artifact","display_name":"Artifact (error)","score":0.5378999710083008},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.522599995136261},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.482699990272522},{"id":"https://openalex.org/keywords/protocol-stack","display_name":"Protocol stack","score":0.4318000078201294},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.3991999924182892},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.3896999955177307},{"id":"https://openalex.org/keywords/ran","display_name":"Ran","score":0.36809998750686646}],"concepts":[{"id":"https://openalex.org/C20136886","wikidata":"https://www.wikidata.org/wiki/Q749647","display_name":"Interoperability","level":2,"score":0.7052000164985657},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5486999750137329},{"id":"https://openalex.org/C2779010991","wikidata":"https://www.wikidata.org/wiki/Q2720909","display_name":"Artifact (error)","level":2,"score":0.5378999710083008},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.5370000004768372},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.522599995136261},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.482699990272522},{"id":"https://openalex.org/C38601921","wikidata":"https://www.wikidata.org/wiki/Q1757693","display_name":"Protocol stack","level":3,"score":0.4318000078201294},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.3991999924182892},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3910999894142151},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.3896999955177307},{"id":"https://openalex.org/C160704184","wikidata":"https://www.wikidata.org/wiki/Q18031028","display_name":"Ran","level":2,"score":0.36809998750686646},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.33169999718666077},{"id":"https://openalex.org/C2777062904","wikidata":"https://www.wikidata.org/wiki/Q545406","display_name":"Toolchain","level":3,"score":0.325300008058548},{"id":"https://openalex.org/C2776697782","wikidata":"https://www.wikidata.org/wiki/Q576460","display_name":"Software prototyping","level":4,"score":0.3061000108718872},{"id":"https://openalex.org/C79581498","wikidata":"https://www.wikidata.org/wiki/Q1367530","display_name":"Suite","level":2,"score":0.3005000054836273},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.298799991607666},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.2912999987602234},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.2754000127315521},{"id":"https://openalex.org/C145644426","wikidata":"https://www.wikidata.org/wiki/Q169411","display_name":"Unified Modeling Language","level":3,"score":0.25619998574256897},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2540999948978424},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.2517000138759613},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.2500999867916107}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2605.27360","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.27360","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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2605.27360","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.27360","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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.4937047064304352}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Cellular":[0],"research":[1,28,164],"and":[2,35,43,55,60,65,107,120,189,202],"development":[3],"(R&amp;D)":[4],"is":[5,130,180],"throttled":[6],"by":[7],"six":[8],"structural":[9],"processes":[10],"that":[11,152,194],"each":[12],"consume":[13],"months":[14],"of":[15,50,113,199,205],"manual":[16],"engineering":[17,85],"work":[18,81],"per":[19],"iteration:":[20],"(i)":[21],"synthesizing":[22],"new":[23],"features":[24],"from":[25,86],"standards":[26],"or":[27,162],"papers":[29],"into":[30,166,174],"production":[31],"code;":[32],"(ii)":[33],"conformance":[34],"interoperability":[36,112],"testing;":[37],"(iii)":[38],"hardening":[39],"against":[40,70],"field":[41],"anomalies":[42],"diverse":[44],"deployment":[45],"environments;":[46],"(iv)":[47],"data-driven":[48],"optimization":[49],"network":[51],"functionalities;":[52],"(v)":[53],"discovering":[54],"prototyping":[56],"novel":[57],"waveforms,":[58],"functionalities,":[59],"capabilities":[61,212],"for":[62,126,132],"future":[63],"standards;":[64],"(vi)":[66],"securing":[67],"the":[68,117,197,203,208],"stack":[69],"vulnerabilities.":[71],"Although":[72],"Large":[73],"Language":[74],"Models":[75],"(LLMs)":[76],"have":[77],"compressed":[78],"comparable":[79],"R&amp;D":[80],"in":[82],"general":[83],"software":[84],"days":[87],"to":[88,136],"minutes,":[89],"their":[90],"known":[91],"pitfalls":[92],"worsen":[93],"on":[94,124,182],"Radio":[95],"Access":[96],"Network":[97],"(RAN)":[98],"use":[99],"cases:":[100],"they":[101,121],"hallucinate":[102],"Application":[103],"Programming":[104],"Interfaces":[105],"(APIs)":[106],"mis-read":[108],"specifications,":[109],"which":[110,129],"kills":[111],"RAN":[114],"components":[115],"at":[116],"first":[118],"mistake,":[119],"heavily":[122],"rely":[123],"simulations":[125],"designing":[127],"algorithms,":[128],"notorious":[131],"breaking":[133],"when":[134],"transferred":[135],"real":[137],"hardware.":[138],"To":[139],"address":[140],"these":[141],"challenges,":[142],"we":[143],"present":[144],"GENESIS,":[145],"an":[146],"agentic":[147],"Artificial":[148],"Intelligence":[149],"(AI)":[150],"framework":[151,209],"converts":[153],"intents":[154],"(e.g.,":[155],"a":[156,159,163,175,190],"specification":[157],"clause,":[158],"telemetry":[160],"anomaly,":[161],"hypothesis)":[165],"solutions":[167],"validated":[168],"with":[169],"over-the-air":[170],"experiments,":[171],"fed":[172],"back":[173],"persistent":[176],"knowledge":[177,191],"base.":[178],"GENESIS":[179],"built":[181],"three":[183],"composable":[184],"primitives":[185],"(agents,":[186],"skills,":[187],"hooks)":[188],"layer":[192],"(SYNAPSE)":[193],"doubles":[195],"as":[196],"source":[198],"ground":[200],"truth":[201],"recipient":[204],"every":[206],"artifact":[207],"produces,":[210],"making":[211],"compound":[213],"across":[214],"runs.":[215]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2026-05-28T00:00:00"}
