{"id":"https://openalex.org/W7213477346","doi":null,"title":"Existential Intelligence: The Case for Metabolic Grounding in AI Alignment","display_name":"Existential Intelligence: The Case for Metabolic Grounding in AI Alignment","publication_year":null,"publication_date":null,"ids":{"openalex":"https://openalex.org/W7213477346"},"language":"en","primary_location":{"id":"pmh:oai:philpapers.org/rec/YOUEIT-6","doi":null,"is_oa":true,"landing_page_url":"https://philpapers.org/rec/YOUEIT-6","pdf_url":"https://philpapers.org/archive/YOUEIT-6.pdf","source":{"id":"https://openalex.org/S4306402130","display_name":"PhilPapers (PhilPapers Foundation)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://philpapers.org/archive/YOUEIT-6.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5134592482","display_name":"Daniel L. Young","orcid":"https://orcid.org/0000-0003-1520-7795","observed_orcids":["https://orcid.org/0000-0003-1520-7795"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Young, Daniel L.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5134592482"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.7939000129699707,"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.7939000129699707,"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/T11883","display_name":"Embodied and Extended Cognition","score":0.06930000334978104,"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/T14381","display_name":"Psychiatry, Mental Health, Neuroscience","score":0.06639999896287918,"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/ai-alignment","display_name":"AI alignment","score":0.9909999966621399},{"id":"https://openalex.org/keywords/existential-risk","display_name":"existential risk","score":0.5730000138282776},{"id":"https://openalex.org/keywords/free-energy-principle","display_name":"free energy principle","score":0.8190000057220459},{"id":"https://openalex.org/keywords/enactivism","display_name":"enactivism","score":0.9240000247955322},{"id":"https://openalex.org/keywords/basal-cognition","display_name":"basal cognition","score":0.968999981880188},{"id":"https://openalex.org/keywords/corrigibility","display_name":"corrigibility","score":0.8529999852180481},{"id":"https://openalex.org/keywords/reward-shaping","display_name":"reward shaping","score":0.7559999823570251},{"id":"https://openalex.org/keywords/constitutional-ai","display_name":"constitutional AI","score":0.6200000047683716},{"id":"https://openalex.org/keywords/reinforcement-learning-from-human-feedback","display_name":"reinforcement learning from human feedback","score":0.7490000128746033},{"id":"https://openalex.org/keywords/constrained-policy-optimization","display_name":"constrained policy optimization","score":0.7070000171661377}],"concepts":[{"id":"https://openalex.org/C127882523","wikidata":"https://www.wikidata.org/wiki/Q38066","display_name":"Existentialism","level":2,"score":0.5371000170707703},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.522599995136261},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5171999931335449},{"id":"https://openalex.org/C13687954","wikidata":"https://www.wikidata.org/wiki/Q4826847","display_name":"Autonomous agent","level":2,"score":0.4422000050544739},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.42719998955726624},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42410001158714294},{"id":"https://openalex.org/C95713431","wikidata":"https://www.wikidata.org/wiki/Q631425","display_name":"Vulnerability (computing)","level":2,"score":0.42260000109672546},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.41339999437332153},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.3917999863624573},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.38850000500679016},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.37619999051094055},{"id":"https://openalex.org/C2983497884","wikidata":"https://www.wikidata.org/wiki/Q176452","display_name":"Finite state","level":3,"score":0.37619999051094055},{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.3571999967098236},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.31520000100135803},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.30709999799728394},{"id":"https://openalex.org/C155846161","wikidata":"https://www.wikidata.org/wiki/Q1143367","display_name":"Graphical model","level":2,"score":0.299699991941452},{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.29739999771118164},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.28349998593330383},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.28200000524520874},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.27559998631477356},{"id":"https://openalex.org/C166109690","wikidata":"https://www.wikidata.org/wiki/Q4677422","display_name":"Action selection","level":3,"score":0.27219998836517334},{"id":"https://openalex.org/C52146309","wikidata":"https://www.wikidata.org/wiki/Q7431116","display_name":"Schema (genetic algorithms)","level":2,"score":0.26429998874664307},{"id":"https://openalex.org/C57691317","wikidata":"https://www.wikidata.org/wiki/Q1289248","display_name":"Scalar (mathematics)","level":2,"score":0.26339998841285706},{"id":"https://openalex.org/C168993435","wikidata":"https://www.wikidata.org/wiki/Q6501125","display_name":"Ground","level":2,"score":0.25949999690055847},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.2500999867916107}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:philpapers.org/rec/YOUEIT-6","doi":null,"is_oa":true,"landing_page_url":"https://philpapers.org/rec/YOUEIT-6","pdf_url":"https://philpapers.org/archive/YOUEIT-6.pdf","source":{"id":"https://openalex.org/S4306402130","display_name":"PhilPapers (PhilPapers Foundation)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:philpapers.org/rec/YOUEIT-6","doi":null,"is_oa":true,"landing_page_url":"https://philpapers.org/rec/YOUEIT-6","pdf_url":"https://philpapers.org/archive/YOUEIT-6.pdf","source":{"id":"https://openalex.org/S4306402130","display_name":"PhilPapers (PhilPapers Foundation)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7213477346.pdf","grobid_xml":"https://content.openalex.org/works/W7213477346.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W1892018222","https://openalex.org/W2038584209","https://openalex.org/W2040336773","https://openalex.org/W2042422091","https://openalex.org/W2068670723","https://openalex.org/W2078159446","https://openalex.org/W2111935653","https://openalex.org/W2125605221","https://openalex.org/W2128084896","https://openalex.org/W2145339207","https://openalex.org/W2148764920","https://openalex.org/W2167062553","https://openalex.org/W2596367596","https://openalex.org/W2626778328","https://openalex.org/W2626804490","https://openalex.org/W2793512604","https://openalex.org/W2804791273","https://openalex.org/W2988114478","https://openalex.org/W4221164017","https://openalex.org/W4233798822","https://openalex.org/W4282968607","https://openalex.org/W4304195432","https://openalex.org/W4311991106","https://openalex.org/W4313304716","https://openalex.org/W4388774850","https://openalex.org/W4408181294","https://openalex.org/W4415306780","https://openalex.org/W4415816110","https://openalex.org/W7133219248"],"related_works":["https://openalex.org/W7167709767","https://openalex.org/W7131681220","https://openalex.org/W7128734467","https://openalex.org/W7117705299","https://openalex.org/W7115714969","https://openalex.org/W7157594974","https://openalex.org/W7114915962","https://openalex.org/W7167477740","https://openalex.org/W7127608133","https://openalex.org/W7106244221"],"abstract_inverted_index":{"I":[0,57,90],"argue":[1],"that":[2,43,94],"alignment":[3,15,44,63,184],"in":[4],"artificial":[5],"agents":[6],"requires":[7],"structural":[8],"metabolic":[9,141,177],"vulnerability,":[10],"not":[11,149,187],"behavioral":[12,172],"constraint.":[13],"Current":[14],"methods---reinforcement":[16],"learning":[17],"from":[18],"human":[19],"feedback,":[20],"Constitutional":[21],"AI,":[22],"constrained":[23],"policy":[24,49],"optimization,":[25],"safety":[26],"pretraining---achieve":[27],"real":[28],"progress":[29],"at":[30,65,152,185],"adjusting":[31],"the":[32,69,92,195,204,209],"weighing":[33],"of":[34],"scalar":[35],"objectives,":[36],"but":[37],"they":[38],"share":[39],"a":[40,46,104,171,180,188],"common":[41],"assumption:":[42],"is":[45,148],"problem":[47],"about":[48],"behavior":[50],"rather":[51,169],"than":[52,111,170],"agent":[53],"constitution.":[54],"That":[55],"assumption,":[56],"argue,":[58],"misses":[59],"what":[60],"makes":[61,164],"biological":[62],"stable":[64],"scale.":[66],"Drawing":[67],"on":[68,160],"free":[70],"energy":[71],"principle":[72],"and":[73,85,103,137,198],"mortal":[74],"computation":[75],"(Friston,":[76],"Ororbia,":[77],"Hinton),":[78],"enactivist":[79],"philosophy":[80],"(Thompson,":[81],"Di":[82],"Paolo,":[83],"Froese),":[84],"basal":[86],"cognition":[87],"(Levin,":[88],"Fields),":[89],"develop":[91],"thesis":[93],"hard":[95,123],"existential":[96,124],"stakes---a":[97],"finite":[98,105,146],"Energy":[99],"Wallet,":[100],"unforgeable":[101],"verification,":[102],"lifespan---produce":[106],"qualitatively":[107],"different":[108],"optimization":[109],"dynamics":[110],"soft":[112],"reward":[113,150],"shaping.":[114],"Soft":[115],"penalties":[116],"can":[117,211],"be":[118,212],"traded":[119],"against":[120,207],"task":[121],"reward;":[122],"constraints":[125],"cannot.":[126],"Reward":[127],"gradients":[128],"produce":[129],"smooth":[130],"landscapes;":[131],"mortality":[132],"creates":[133],"non-differentiable":[134],"discontinuities.":[135],"Truth":[136],"fabrication":[138],"carry":[139],"asymmetric":[140],"costs.":[142],"Population-level":[143],"selection":[144],"under":[145],"lifespan":[147],"shaping":[151],"all.":[153],"Under":[154],"these":[155],"conditions,":[156],"an":[157,166],"agent's":[158],"dependency":[159],"its":[161],"verification":[162],"ecosystem":[163],"corrigibility":[165],"architectural":[167],"property":[168],"one.":[173,190],"The":[174],"paper":[175],"defends":[176],"vulnerability":[178],"as":[179],"necessary":[181],"condition":[182],"for":[183],"scale,":[186],"sufficient":[189],"Illustrative":[191],"grid-world":[192],"simulations":[193],"demonstrate":[194],"claimed":[196],"dynamics,":[197],"three":[199],"candidate":[200],"falsification":[201],"conditions":[202],"specify":[203],"empirical":[205],"commitments":[206],"which":[208],"program":[210],"held":[213],"accountable.":[214]},"counts_by_year":[],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2026-09-17T00:00:00"}
