{"id":"https://openalex.org/W7161728509","doi":"https://doi.org/10.48550/arxiv.2605.16689","title":"Against the Monolithic Wireless World Model: Why NextG Needs Composable and Agentic Intelligence","display_name":"Against the Monolithic Wireless World Model: Why NextG Needs Composable and Agentic Intelligence","publication_year":2026,"publication_date":"2026-05-15","ids":{"openalex":"https://openalex.org/W7161728509","doi":"https://doi.org/10.48550/arxiv.2605.16689"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2605.16689","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.16689","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,"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.2605.16689","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5094040082","display_name":"Aladin Djuhera","orcid":"https://orcid.org/0009-0005-1641-8801"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Djuhera, Aladin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136475558","display_name":"Farhan Ahmed","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ahmed, Farhan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136460221","display_name":"Vlad C. Andrei","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Andrei, Vlad C.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053049612","display_name":"Swanand Kadhe","orcid":"https://orcid.org/0000-0003-2006-1030"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kadhe, Swanand Ravindra","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136469253","display_name":"Alecio Binotto","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Binotto, Alecio","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136455907","display_name":"Haris Gacanin","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gacanin, Haris","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5136478940","display_name":"Holger Boche","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Boche, Holger","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":0.12690000236034393,"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":0.12690000236034393,"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.09780000150203705,"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/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","score":0.0414000004529953,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/analogy","display_name":"Analogy","score":0.6757000088691711},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.5916000008583069},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5893999934196472},{"id":"https://openalex.org/keywords/vision","display_name":"Vision","score":0.5544999837875366},{"id":"https://openalex.org/keywords/bluetooth","display_name":"Bluetooth","score":0.3984000086784363},{"id":"https://openalex.org/keywords/ubiquitous-computing","display_name":"Ubiquitous computing","score":0.3578999936580658},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.3287999927997589}],"concepts":[{"id":"https://openalex.org/C521332185","wikidata":"https://www.wikidata.org/wiki/Q185816","display_name":"Analogy","level":2,"score":0.6757000088691711},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6085000038146973},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.5916000008583069},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5893999934196472},{"id":"https://openalex.org/C133979268","wikidata":"https://www.wikidata.org/wiki/Q1682108","display_name":"Vision","level":2,"score":0.5544999837875366},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4690999984741211},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4050999879837036},{"id":"https://openalex.org/C546215728","wikidata":"https://www.wikidata.org/wiki/Q39531","display_name":"Bluetooth","level":3,"score":0.3984000086784363},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.38429999351501465},{"id":"https://openalex.org/C172195944","wikidata":"https://www.wikidata.org/wiki/Q541265","display_name":"Ubiquitous computing","level":2,"score":0.3578999936580658},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3407999873161316},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.3287999927997589},{"id":"https://openalex.org/C2780876879","wikidata":"https://www.wikidata.org/wiki/Q3054749","display_name":"Meaning (existential)","level":2,"score":0.32280001044273376},{"id":"https://openalex.org/C87379069","wikidata":"https://www.wikidata.org/wiki/Q938054","display_name":"Wireless WAN","level":5,"score":0.310699999332428},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.2937000095844269},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.29260000586509705},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.2775999903678894},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.272599995136261},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.2694000005722046},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.2621000111103058},{"id":"https://openalex.org/C508800617","wikidata":"https://www.wikidata.org/wiki/Q29643","display_name":"Wi-Fi","level":4,"score":0.2533000111579895}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2605.16689","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.16689","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,"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.2605.16689","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.16689","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,"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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"AI-native":[0,20,129],"6G":[1],"visions":[2],"increasingly":[3],"invoke":[4],"wireless":[5,12,59,71,117],"foundation":[6],"models,":[7,10,112,119,149],"large":[8,29],"multimodal":[9],"and":[11,51,91,104,116,137,156],"world":[13,118],"models":[14,31,144],"as":[15,74],"the":[16,58,122],"natural":[17],"endpoint":[18],"of":[19,43],"networking,":[21],"drawing":[22],"an":[23,62],"analogy":[24,37],"to":[25],"recent":[26],"developments":[27],"in":[28,94],"language":[30],"(LLMs).":[32],"We":[33,107],"argue":[34,109],"that":[35,100,110],"this":[36],"is":[38,45,87],"structurally":[39],"incomplete.":[40],"The":[41],"success":[42],"LLMs":[44],"based":[46],"on":[47],"a":[48],"broad,":[49],"reusable,":[50],"largely":[52],"self-contained":[53],"tokenized":[54],"data":[55,64,72],"substrate,":[56],"whereas":[57],"domain":[60],"lacks":[61],"equivalent":[63],"foundation.":[65],"Unlike":[66],"text,":[67],"code,":[68],"or":[69,79],"images,":[70],"such":[73],"CSI":[75],"tensors,":[76],"IQ":[77],"samples,":[78],"scheduler":[80],"logs":[81],"are":[82,120],"not":[83,121],"self-contained:":[84],"their":[85],"meaning":[86],"configuration-dependent,":[88],"simulator-conditioned,":[89],"task-disaggregated,":[90],"weakly":[92],"grounded":[93],"operational":[95],"feedback,":[96],"all":[97],"structural":[98],"bottlenecks":[99],"undermine":[101],"current":[102],"pre-":[103],"post-training":[105],"recipes.":[106],"therefore":[108],"monolithic":[111],"including":[113],"mixture-of-experts":[114],"(MoE)":[115],"most":[123],"realistic":[124],"near-term":[125],"path":[126],"toward":[127,135],"deployable":[128],"networks.":[130],"Instead,":[131],"emerging":[132],"evidence":[133],"points":[134],"composable":[136],"agentic":[138],"network":[139],"architectures,":[140],"where":[141],"general":[142],"reasoning":[143],"orchestrate":[145],"specialized":[146],"signal":[147],"processing":[148],"classical":[150],"algorithms,":[151],"digital":[152],"twins,":[153],"standards-aware":[154],"retrieval,":[155],"safety":[157],"checks":[158],"through":[159],"explicit":[160],"programmable":[161],"interfaces.":[162]},"counts_by_year":[],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2026-05-20T00:00:00"}