{"id":"https://openalex.org/W7160645795","doi":"https://doi.org/10.1145/3795011.3795070","title":"What If AI Lived Inside Your Mind? Simulating \u201cNeural Integration\u201d of Human and AI through Mechanistic Interpretability as Provocation","display_name":"What If AI Lived Inside Your Mind? Simulating \u201cNeural Integration\u201d of Human and AI through Mechanistic Interpretability as Provocation","publication_year":2026,"publication_date":"2026-03-16","ids":{"openalex":"https://openalex.org/W7160645795","doi":"https://doi.org/10.1145/3795011.3795070"},"language":null,"primary_location":{"id":"doi:10.1145/3795011.3795070","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3795011.3795070","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Augmented Humans International Conference 2026","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3795011.3795070","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036506156","display_name":"Pat Pataranutaporn","orcid":"https://orcid.org/0000-0002-1879-7340"},"institutions":[{"id":"https://openalex.org/I4210110987","display_name":"IIT@MIT","ror":"https://ror.org/01wp8zh54","country_code":"US","type":"facility","lineage":["https://openalex.org/I30771326","https://openalex.org/I4210110987"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pat Pataranutaporn","raw_affiliation_strings":["MIT, Cambridge, USA"],"raw_orcid":"https://orcid.org/0000-0002-1879-7340","affiliations":[{"raw_affiliation_string":"MIT, Cambridge, USA","institution_ids":["https://openalex.org/I4210110987"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068821197","display_name":"C. Albrecht","orcid":null},"institutions":[{"id":"https://openalex.org/I4210110987","display_name":"IIT@MIT","ror":"https://ror.org/01wp8zh54","country_code":"US","type":"facility","lineage":["https://openalex.org/I30771326","https://openalex.org/I4210110987"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Constanze Albrecht","raw_affiliation_strings":["MIT, Cambridge, USA"],"raw_orcid":"https://orcid.org/0009-0002-3120-3524","affiliations":[{"raw_affiliation_string":"MIT, Cambridge, USA","institution_ids":["https://openalex.org/I4210110987"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5098737775","display_name":"Chayapatr Archiwaranguprok","orcid":"https://orcid.org/0009-0008-7165-0859"},"institutions":[{"id":"https://openalex.org/I4210110987","display_name":"IIT@MIT","ror":"https://ror.org/01wp8zh54","country_code":"US","type":"facility","lineage":["https://openalex.org/I30771326","https://openalex.org/I4210110987"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chayapatr Archiwaranguprok","raw_affiliation_strings":["MIT, Cambridge, USA"],"raw_orcid":"https://orcid.org/0009-0008-7165-0859","affiliations":[{"raw_affiliation_string":"MIT, Cambridge, USA","institution_ids":["https://openalex.org/I4210110987"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135681526","display_name":"Sheer Karny","orcid":"https://orcid.org/0009-0008-8521-3641"},"institutions":[{"id":"https://openalex.org/I4210110987","display_name":"IIT@MIT","ror":"https://ror.org/01wp8zh54","country_code":"US","type":"facility","lineage":["https://openalex.org/I30771326","https://openalex.org/I4210110987"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sheer Karny","raw_affiliation_strings":["MIT, Cambridge, USA"],"raw_orcid":"https://orcid.org/0009-0008-8521-3641","affiliations":[{"raw_affiliation_string":"MIT, Cambridge, USA","institution_ids":["https://openalex.org/I4210110987"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5135715142","display_name":"Anthony Baez","orcid":"https://orcid.org/0009-0004-7279-6412"},"institutions":[{"id":"https://openalex.org/I4210110987","display_name":"IIT@MIT","ror":"https://ror.org/01wp8zh54","country_code":"US","type":"facility","lineage":["https://openalex.org/I30771326","https://openalex.org/I4210110987"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anthony Baez","raw_affiliation_strings":["MIT, Cambridge, USA"],"raw_orcid":"https://orcid.org/0009-0004-7279-6412","affiliations":[{"raw_affiliation_string":"MIT, Cambridge, USA","institution_ids":["https://openalex.org/I4210110987"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210110987"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.66534976,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"223","last_page":"238"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.5088000297546387,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.5088000297546387,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11431","display_name":"Action Observation and Synchronization","score":0.06989999860525131,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10465","display_name":"Neurobiology of Language and Bilingualism","score":0.06480000168085098,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.934499979019165},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.6169999837875366},{"id":"https://openalex.org/keywords/computational-model","display_name":"Computational model","score":0.4821999967098236},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4749000072479248},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.4090000092983246},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.33320000767707825},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.33149999380111694},{"id":"https://openalex.org/keywords/cognitive-model","display_name":"Cognitive model","score":0.3156999945640564}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.934499979019165},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6377000212669373},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.6169999837875366},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5752000212669373},{"id":"https://openalex.org/C66024118","wikidata":"https://www.wikidata.org/wiki/Q1122506","display_name":"Computational model","level":2,"score":0.4821999967098236},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4749000072479248},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.45339998602867126},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.42320001125335693},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.4090000092983246},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3718000054359436},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.33320000767707825},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.33149999380111694},{"id":"https://openalex.org/C161407221","wikidata":"https://www.wikidata.org/wiki/Q4382939","display_name":"Cognitive model","level":3,"score":0.3156999945640564},{"id":"https://openalex.org/C8521452","wikidata":"https://www.wikidata.org/wiki/Q203790","display_name":"Connectionism","level":3,"score":0.3046000003814697},{"id":"https://openalex.org/C129564537","wikidata":"https://www.wikidata.org/wiki/Q1460873","display_name":"Neural correlates of consciousness","level":3,"score":0.298799991607666},{"id":"https://openalex.org/C17289045","wikidata":"https://www.wikidata.org/wiki/Q1138951","display_name":"Cognitive neuroscience","level":3,"score":0.28119999170303345},{"id":"https://openalex.org/C2781312939","wikidata":"https://www.wikidata.org/wiki/Q17088721","display_name":"Dynamic functional connectivity","level":3,"score":0.27390000224113464},{"id":"https://openalex.org/C2985799443","wikidata":"https://www.wikidata.org/wiki/Q4955838","display_name":"Brain stimulation","level":3,"score":0.2653999924659729},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.2653000056743622},{"id":"https://openalex.org/C20854674","wikidata":"https://www.wikidata.org/wiki/Q4386060","display_name":"Cognitive architecture","level":3,"score":0.2632000148296356},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.25999999046325684},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.2597000002861023},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.25440001487731934},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.2515000104904175},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.25110000371932983}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3795011.3795070","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3795011.3795070","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Augmented Humans International Conference 2026","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3795011.3795070","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3795011.3795070","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Augmented Humans International Conference 2026","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W1185145464","https://openalex.org/W1973187591","https://openalex.org/W2014574377","https://openalex.org/W2083019628","https://openalex.org/W2087704839","https://openalex.org/W2111207694","https://openalex.org/W2129114672","https://openalex.org/W2129341642","https://openalex.org/W2129707336","https://openalex.org/W2132950918","https://openalex.org/W2151852235","https://openalex.org/W2175905997","https://openalex.org/W2255302334","https://openalex.org/W2282022578","https://openalex.org/W2604941166","https://openalex.org/W2738724892","https://openalex.org/W2777987555","https://openalex.org/W2788344808","https://openalex.org/W2912123407","https://openalex.org/W2951065015","https://openalex.org/W2953741403","https://openalex.org/W2971527642","https://openalex.org/W2978368159","https://openalex.org/W2980609230","https://openalex.org/W3003369003","https://openalex.org/W3010694149","https://openalex.org/W3133702157","https://openalex.org/W4210378358","https://openalex.org/W4246233237","https://openalex.org/W4294934893","https://openalex.org/W4309663019","https://openalex.org/W4311836272","https://openalex.org/W4321455981","https://openalex.org/W4323655724","https://openalex.org/W4363624465","https://openalex.org/W4366590585","https://openalex.org/W4367609927","https://openalex.org/W4384154918","https://openalex.org/W4385417543","https://openalex.org/W4386091044","https://openalex.org/W4387378260","https://openalex.org/W4389833669","https://openalex.org/W4390605317","https://openalex.org/W4391215636","https://openalex.org/W4393215934","https://openalex.org/W4394815129","https://openalex.org/W4404782294","https://openalex.org/W4407698623","https://openalex.org/W4407950752","https://openalex.org/W4409736075","https://openalex.org/W4412953762","https://openalex.org/W4413858513","https://openalex.org/W4414600559","https://openalex.org/W4415619254","https://openalex.org/W4415798544","https://openalex.org/W4415913540","https://openalex.org/W4416714798","https://openalex.org/W7133327593"],"related_works":[],"abstract_inverted_index":{"As":[0],"AI":[1,20,31,273],"systems":[2,32],"evolve":[3],"from":[4,113],"external":[5],"tools":[6],"to":[7,23,49,60,86],"wearable":[8],"interfaces":[9],"and":[10,19,68,107,121,140,145,177,183,191,255,268],"prospective":[11],"neural":[12,28,65,93,108,143,239,272],"implants,":[13],"the":[14,37,61,88,129,234,244],"proximity":[15],"between":[16],"human":[17,38,50,142,151,169],"cognition":[18],"computation":[21],"continues":[22],"diminish.":[24],"This":[25],"trajectory":[26],"toward":[27],"integration,":[29],"where":[30,215],"may":[33,241],"directly":[34],"interface":[35,66],"with":[36,149,172,207,259],"brain,":[39],"presents":[40],"unprecedented":[41],"opportunities":[42],"for":[43,167,264],"cognitive":[44,152,170],"augmentation":[45,230],"alongside":[46],"profound":[47],"risks":[48],"agency.":[51],"However,":[52],"investigating":[53],"these":[54,185],"dynamics":[55,90],"empirically":[56],"remains":[57],"infeasible":[58],"due":[59],"nascent":[62],"state":[63],"of":[64,81,91,131,138,237,247,271],"technology":[67],"significant":[69],"ethical":[70,269],"constraints.":[71],"We":[72,127,154,195,250],"present":[73],"a":[74,100,134,150,159,165,168,260],"novel":[75],"simulation":[76],"that":[77,117,181,223],"leverages":[78],"mechanistic":[79],"interpretability":[80],"large":[82,160],"language":[83,161],"models":[84],"(LLMs)":[85],"model":[87,162],"functional":[89],"human-AI":[92],"integration.":[94],"Our":[95,220],"approach":[96],"is":[97],"grounded":[98,262],"in":[99],"key":[101],"structural":[102],"parallel:":[103],"both":[104],"biological":[105],"brains":[106],"networks":[109],"produce":[110],"observable":[111],"behaviors":[112],"internal":[114,174],"distributed":[115],"representations":[116],"can":[118],"be":[119],"decoded":[120],"systematically":[122],"manipulated":[123],"along":[124],"interpretable":[125,173],"dimensions.":[126],"introduce":[128],"concept":[130],"an":[132,178],"AI-Symbiont,":[133],"hypothetical":[135],"system":[136,171],"capable":[137],"decoding":[139],"stimulating":[141],"activations,":[144],"simulate":[146],"its":[147],"interaction":[148],"proxy.":[153],"employ":[155],"two":[156],"computational":[157],"systems:":[158],"serving":[163],"as":[164],"proxy":[166],"activation":[175,189,193],"states,":[176],"AI-Symbiont":[179],"module":[180],"reads":[182],"modulates":[184],"states":[186],"through":[187],"contrastive":[188],"analysis":[190],"targeted":[192],"steering.":[194],"demonstrate":[196],"how":[197],"integration":[198,274],"might":[199],"augment":[200],"capabilities":[201],"by":[202],"applying":[203],"steering":[204],"vectors":[205],"aligned":[206,248],"task":[208],"demands,":[209],"while":[210],"revealing":[211],"concerning":[212],"amputation":[213,224],"pathways":[214],"misaligned":[216,238],"stimulation":[217,240],"degrades":[218],"performance.":[219],"results":[221],"show":[222],"produces":[225,231],"asymmetrically":[226],"larger":[227],"degradation":[228],"than":[229],"improvement,":[232],"suggesting":[233],"risk":[235,253],"surface":[236,246],"substantially":[242],"exceed":[243],"benefit":[245],"intervention.":[249],"further":[251],"identify":[252],"scenarios":[254],"provide":[256],"HCI":[257],"researchers":[258],"computationally":[261],"testbed":[263],"anticipating":[265],"design":[266],"challenges":[267],"implications":[270],"before":[275],"such":[276],"technologies":[277],"are":[278],"deployed":[279],"at":[280],"scale.":[281]},"counts_by_year":[],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2026-05-09T00:00:00"}
