{"id":"https://openalex.org/W7164175391","doi":"https://doi.org/10.48550/arxiv.2606.10544","title":"From Stacks to Circuits: A Regenerative Socio-Technical Roadmap for AI Infrastructure within Planetary Boundaries","display_name":"From Stacks to Circuits: A Regenerative Socio-Technical Roadmap for AI Infrastructure within Planetary Boundaries","publication_year":2026,"publication_date":"2026-06-09","ids":{"openalex":"https://openalex.org/W7164175391","doi":"https://doi.org/10.48550/arxiv.2606.10544"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2606.10544","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.10544","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.2606.10544","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072652316","display_name":"Han\u2010Teng Liao","orcid":"https://orcid.org/0000-0003-1081-5599"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liao, Han-Teng","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5138353198","display_name":"Karen Ang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ang, Karen","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/T10435","display_name":"Environmental Impact and Sustainability","score":0.1835000067949295,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10435","display_name":"Environmental Impact and Sustainability","score":0.1835000067949295,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12017","display_name":"Recycling and Waste Management Techniques","score":0.18140000104904175,"subfield":{"id":"https://openalex.org/subfields/2311","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12238","display_name":"Green IT and Sustainability","score":0.1298000067472458,"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/sustainability","display_name":"Sustainability","score":0.5612999796867371},{"id":"https://openalex.org/keywords/scope","display_name":"Scope (computer science)","score":0.5385000109672546},{"id":"https://openalex.org/keywords/cognitive-reframing","display_name":"Cognitive reframing","score":0.5088000297546387},{"id":"https://openalex.org/keywords/electronics","display_name":"Electronics","score":0.4675999879837036},{"id":"https://openalex.org/keywords/technology-roadmap","display_name":"Technology roadmap","score":0.4659999907016754},{"id":"https://openalex.org/keywords/resilience","display_name":"Resilience (materials science)","score":0.40869998931884766},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.37400001287460327},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.3303999900817871},{"id":"https://openalex.org/keywords/accountability","display_name":"Accountability","score":0.32850000262260437}],"concepts":[{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.5652999877929688},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.5612999796867371},{"id":"https://openalex.org/C2778012447","wikidata":"https://www.wikidata.org/wiki/Q1034415","display_name":"Scope (computer science)","level":2,"score":0.5385000109672546},{"id":"https://openalex.org/C187029079","wikidata":"https://www.wikidata.org/wiki/Q958679","display_name":"Cognitive reframing","level":2,"score":0.5088000297546387},{"id":"https://openalex.org/C138331895","wikidata":"https://www.wikidata.org/wiki/Q11650","display_name":"Electronics","level":2,"score":0.4675999879837036},{"id":"https://openalex.org/C2780156850","wikidata":"https://www.wikidata.org/wiki/Q2144097","display_name":"Technology roadmap","level":2,"score":0.4659999907016754},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.4650000035762787},{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.40869998931884766},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.37400001287460327},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.3303999900817871},{"id":"https://openalex.org/C2776007630","wikidata":"https://www.wikidata.org/wiki/Q2798912","display_name":"Accountability","level":2,"score":0.32850000262260437},{"id":"https://openalex.org/C19527686","wikidata":"https://www.wikidata.org/wiki/Q1665453","display_name":"System integration","level":2,"score":0.301800012588501},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.2897000014781952},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.288100004196167},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.2874999940395355},{"id":"https://openalex.org/C552854447","wikidata":"https://www.wikidata.org/wiki/Q131201","display_name":"Sustainable development","level":2,"score":0.28459998965263367},{"id":"https://openalex.org/C207267971","wikidata":"https://www.wikidata.org/wiki/Q120208","display_name":"Emerging technologies","level":2,"score":0.28189998865127563},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.28049999475479126},{"id":"https://openalex.org/C2775865179","wikidata":"https://www.wikidata.org/wiki/Q7692527","display_name":"Technological innovation system","level":3,"score":0.27880001068115234},{"id":"https://openalex.org/C2776397876","wikidata":"https://www.wikidata.org/wiki/Q1450531","display_name":"Cyberinfrastructure","level":2,"score":0.274399995803833},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.26489999890327454},{"id":"https://openalex.org/C81843906","wikidata":"https://www.wikidata.org/wiki/Q173156","display_name":"Digital electronics","level":3,"score":0.26409998536109924},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.25949999690055847},{"id":"https://openalex.org/C2777958785","wikidata":"https://www.wikidata.org/wiki/Q17120940","display_name":"Resource efficiency","level":2,"score":0.258899986743927},{"id":"https://openalex.org/C105446022","wikidata":"https://www.wikidata.org/wiki/Q445962","display_name":"Legacy system","level":3,"score":0.25600001215934753},{"id":"https://openalex.org/C121217528","wikidata":"https://www.wikidata.org/wiki/Q523256","display_name":"Sustainable design","level":3,"score":0.25440001487731934},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.25099998712539673}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2606.10544","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.10544","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.2606.10544","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.10544","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":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6633996963500977}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Current":[0],"scaling":[1,48],"trajectories":[2],"for":[3,94,102,155],"Generative":[4],"AI,":[5],"typified":[6],"by":[7,80],"linear":[8],"supply-side":[9],"\"stacks,\"":[10],"prioritize":[11],"performance":[12],"density":[13],"while":[14],"externalizing":[15],"significant":[16],"thermodynamic":[17],"and":[18,27,41,49,66,89,96,115,119,132,147,158],"material":[19],"costs.":[20],"As":[21],"the":[22,31,63,85,105,162],"\"Twin":[23],"Transition\"":[24],"of":[25,87,144],"green":[26],"digital":[28,163],"transformation":[29],"accelerates,":[30],"industry":[32],"faces":[33],"technology":[34],"gaps":[35,127],"-":[36,44],"including":[37],"Scope":[38],"3":[39],"emissions":[40],"e-waste":[42],"recycling":[43],"that":[45,61,112],"impede":[46],"sustainable":[47],"lead":[50],"to":[51,70],"social":[52],"tensions.":[53],"This":[54,123],"study":[55,106,124],"proposes":[56,107,133],"a":[57,76,108,134,141],"Regenerative":[58],"Socio-Technical":[59],"roadmap":[60],"repurposes":[62],"Sustainable":[64],"Production":[65],"Consumption":[67],"system":[68],"map":[69],"reframe":[71],"artificial":[72],"intelligence":[73],"infrastructure":[74],"as":[75],"system-of-systems":[77],"governed":[78],"ultimately":[79],"planetary":[81,148],"limits.":[82],"By":[83],"integrating":[84],"Institute":[86],"Electrical":[88],"Electronics":[90],"Engineers":[91],"International":[92],"Roadmap":[93],"Devices":[95],"Systems":[97],"(IEEE":[98],"IRDS)":[99],"sustainability":[100],"considerations":[101],"semiconductor":[103],"facilities,":[104],"metabolic":[109],"circuit":[110],"framework":[111],"centers":[113],"\"Values":[114],"Needs\"":[116],"within":[117],"production":[118],"consumption":[120],"relationship":[121],"loops.":[122],"identifies":[125],"critical":[126],"in":[128,161],"current":[129],"Nvidia-centric":[130],"roadmaps":[131],"competing":[135],"reference":[136],"architecture.":[137],"It":[138],"demonstrates":[139],"how":[140],"spontaneous":[142],"order":[143],"resource":[145],"parsimony":[146],"accountability":[149],"can":[150],"provide":[151],"an":[152],"actionable":[153],"pathway":[154],"regulatory":[156],"compliance":[157],"industrial":[159],"resilience":[160],"circular":[164],"economy.":[165]},"counts_by_year":[],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2026-06-11T00:00:00"}