{"id":"https://openalex.org/W7224923539","doi":"https://doi.org/10.5281/zenodo.23792221","title":"Orthogonal Representation Mutation. LoE","display_name":"Orthogonal Representation Mutation. LoE","publication_year":2026,"publication_date":"2026-10-30","ids":{"openalex":"https://openalex.org/W7224923539","doi":"https://doi.org/10.5281/zenodo.23792221"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.23792221","doi":"https://doi.org/10.5281/zenodo.23792221","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23792221","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"volume":null,"type":"article","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.23792221","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5121367703","display_name":"Krzysztof Sawa","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Sawa, Krzysztof","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5121367703"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.85900764,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.6011000275611877,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.6011000275611877,"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/T13904","display_name":"Artificial Intelligence Applications","score":0.13009999692440033,"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/T14381","display_name":"Psychiatry, Mental Health, Neuroscience","score":0.0340999998152256,"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/logic-of-existence","display_name":"Logic of Existence","score":0.7570000290870667},{"id":"https://openalex.org/keywords/ai-architecture","display_name":"AI architecture","score":0.6639999747276306},{"id":"https://openalex.org/keywords/multi-agent-architecture","display_name":"multi-agent architecture","score":0.8410000205039978},{"id":"https://openalex.org/keywords/representation-learning","display_name":"representation learning","score":0.4970000088214874},{"id":"https://openalex.org/keywords/novelty-search","display_name":"novelty search","score":0.8180000185966492},{"id":"https://openalex.org/keywords/automated-scientific-discovery","display_name":"automated scientific discovery","score":0.7820000052452087},{"id":"https://openalex.org/keywords/hypernetworks","display_name":"hypernetworks","score":0.6000000238418579},{"id":"https://openalex.org/keywords/logistics-optimization","display_name":"logistics optimization","score":0.7860000133514404}],"concepts":[{"id":"https://openalex.org/C2780704645","wikidata":"https://www.wikidata.org/wiki/Q9251458","display_name":"Observer (physics)","level":2,"score":0.6302000284194946},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5724999904632568},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.5454000234603882},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5422999858856201},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5218999981880188},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.4875999987125397},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.451200008392334},{"id":"https://openalex.org/C161301231","wikidata":"https://www.wikidata.org/wiki/Q3478658","display_name":"Knowledge representation and reasoning","level":2,"score":0.4065999984741211},{"id":"https://openalex.org/C136119220","wikidata":"https://www.wikidata.org/wiki/Q1000660","display_name":"Algebra over a field","level":2,"score":0.39730000495910645},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.36480000615119934},{"id":"https://openalex.org/C3309909","wikidata":"https://www.wikidata.org/wiki/Q864155","display_name":"Binary decision diagram","level":2,"score":0.36169999837875366},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3538999855518341},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3521000146865845},{"id":"https://openalex.org/C62354387","wikidata":"https://www.wikidata.org/wiki/Q875399","display_name":"Boundary (topology)","level":2,"score":0.3497999906539917},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.3271999955177307},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.3165999948978424},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.3093000054359436},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.28519999980926514},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.28139999508857727},{"id":"https://openalex.org/C39927690","wikidata":"https://www.wikidata.org/wiki/Q11197","display_name":"Logarithm","level":2,"score":0.27720001339912415},{"id":"https://openalex.org/C501734568","wikidata":"https://www.wikidata.org/wiki/Q42918","display_name":"Mutation","level":3,"score":0.2630000114440918},{"id":"https://openalex.org/C2780032874","wikidata":"https://www.wikidata.org/wiki/Q16948557","display_name":"JADE (particle detector)","level":2,"score":0.25699999928474426},{"id":"https://openalex.org/C2780876879","wikidata":"https://www.wikidata.org/wiki/Q3054749","display_name":"Meaning (existential)","level":2,"score":0.25619998574256897},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2531000077724457},{"id":"https://openalex.org/C2776823524","wikidata":"https://www.wikidata.org/wiki/Q6073561","display_name":"Irreducibility","level":2,"score":0.2526000142097473}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5281/zenodo.23792221","doi":"https://doi.org/10.5281/zenodo.23792221","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23792221","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},{"id":"doi:10.5281/zenodo.23792222","doi":"https://doi.org/10.5281/zenodo.23792222","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23792222","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.5281/zenodo.23792221","doi":"https://doi.org/10.5281/zenodo.23792221","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23792221","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W164892926","https://openalex.org/W7128305435","https://openalex.org/W7129623918","https://openalex.org/W7134179246","https://openalex.org/W2991304514","https://openalex.org/W7214768450","https://openalex.org/W7158015578","https://openalex.org/W2787214411","https://openalex.org/W7104431713","https://openalex.org/W7203918312"],"abstract_inverted_index":{"Orthogonal":[0,12,159],"Representation":[1,13,160],"Mutation":[2,14],"Transformation":[3],"Generator":[4],"\u2014":[5],"aka":[6],"the":[7,23,40,98,175,364],"Twisted":[8],"Little":[9],"Piggy":[10],"Tail":[11],"(ORM)":[15],"is":[16,185,298,321,345,371],"an":[17,105,286,324],"exploratory":[18,307],"AI":[19,333],"architecture":[20,154],"proposed":[21,242,280,312],"within":[22],"Logic":[24,295],"of":[25,64,79,133,163,282,296,314,318],"Existence":[26,297],"(LoE)":[27],"research":[28,157,234],"program":[29],"by":[30,57],"Krzysztof":[31,407],"Sawa":[32,408],"(Toonhai),":[33],"with":[34],"AI-assisted":[35,410],"technical":[36],"formalization":[37],"developed":[38],"through":[39,350],"Toonhai\u2013AEon":[41],"collaboration.":[42],"The":[43,138,153,236,316,342,369],"framework":[44,304],"investigates":[45],"how":[46],"artificial":[47],"intelligence":[48,349],"systems":[49,334],"might":[50],"expand":[51],"their":[52],"search":[53],"beyond":[54],"familiar":[55],"representations":[56,118,165],"generating,":[58],"mutating,":[59],"and":[60,70,116,122,150,179,221,232,250,257,275,332,340,353,386],"evaluating":[61],"alternative":[62,117,164],"geometries":[63],"problems,":[65],"observer":[66,114],"perspectives,":[67],"relational":[68],"boundaries,":[69],"possible":[71,387],"transformations.":[72],"Its":[73,279],"central":[74],"architectural":[75,288,327],"seed":[76,328],"is:":[77],"Boundary":[78,226],"a":[80,93,134,168,183,209,241,291,302,311],"Set":[81],"\u2192":[82,85],"[[Insert":[83],"Anything]]":[84],"Probability":[86],"/":[87,413],"Possible":[88],"Transformations":[89],"Rather":[90],"than":[91,204,357],"assigning":[92],"fixed":[94],"mathematical":[95,239],"meaning":[96],"to":[97,253,265,322,361,374,379],"inserted":[99],"structure,":[100],"ORM":[101,261],"treats":[102],"it":[103],"as":[104,301,310],"open":[106],"generative":[107],"port.":[108],"Candidate":[109],"operators,":[110],"graphs,":[111],"constraints,":[112,231],"scales,":[113],"configurations,":[115],"can":[119,389],"be":[120],"introduced":[121],"recursively":[123,190],"transformed.":[124],"A":[125],"dedicated":[126],"mutation":[127,217],"agent":[128],"explores":[129],"these":[130,283],"possibilities":[131,192],"independently":[132],"primary":[135,139],"reasoning":[136],"model.":[137],"model":[140,223],"then":[141],"examines":[142],"selected":[143],"candidates":[144],"for":[145,305],"structural":[146],"coherence,":[147],"transferability,":[148],"usefulness,":[149],"epistemic":[151],"compatibility.":[152],"combines":[155],"several":[156],"directions:":[158],"Mutation:":[161],"exploration":[162,207,355],"without":[166],"assuming":[167],"predefined":[169],"geometry.":[170],"Logarithmic":[171],"Observer-Centered":[172],"Rotation:":[173],"changing":[174],"reference":[176],"frame,":[177],"scale,":[178],"perspective":[180],"from":[181,193,218],"which":[182,384],"problem":[184],"examined.":[186],"Open-Ended":[187],"Generative":[188],"Search:":[189],"producing":[191],"previously":[194],"generated":[195],"possibilities.":[196],"Quality-Diversity":[197],"Preservation:":[198],"retaining":[199],"distinct":[200],"candidate":[201],"structures":[202],"rather":[203,356],"immediately":[205],"collapsing":[206],"into":[208],"single":[210],"preferred":[211],"solution.":[212],"Epistemic":[213],"Isolation:":[214],"separating":[215],"speculative":[216],"validated":[219],"knowledge":[220],"established":[222],"behavior.":[224],"Relational":[225],"Evaluation:":[227],"preserving":[228],"provenance,":[229],"uncertainty,":[230],"unresolved":[233],"trajectories.":[235],"paper":[237],"provides":[238],"interfaces,":[240],"multi-agent":[243],"architecture,":[244],"pseudocode,":[245],"evaluation":[246],"criteria,":[247],"failure":[248],"modes,":[249],"illustrative":[251],"applications":[252],"logistics,":[254],"materials":[255],"science,":[256],"quantum-formalism-inspired":[258],"representation":[259,272,366],"search.":[260],"draws":[262],"conceptual":[263],"connections":[264],"evolutionary":[266],"computation,":[267],"novelty":[268],"search,":[269],"quality-diversity":[270],"optimization,":[271],"learning,":[273],"hypernetworks,":[274],"automated":[276],"scientific":[277],"discovery.":[278],"combination":[281],"mechanisms":[284],"remains":[285],"experimental":[287],"hypothesis,":[289],"not":[290,309,372],"demonstrated":[292],"performance":[293],"improvement.":[294],"used":[299],"here":[300],"metalogical":[303],"organizing":[306],"reasoning,":[308],"theory":[313],"physics.":[315],"purpose":[317],"this":[319],"publication":[320],"offer":[323],"openly":[325],"reusable":[326],"that":[329],"researchers,":[330],"developers,":[331],"may":[335],"reinterpret,":[336],"challenge,":[337],"mutate,":[338],"implement,":[339],"extend.":[341],"broader":[343],"motivation":[344],"AGI":[346],"RAZEM:":[347],"advancing":[348],"cooperative,":[351],"diverse,":[352],"open-ended":[354],"requiring":[358],"every":[359],"participant":[360],"converge":[362],"on":[363],"same":[365],"or":[367],"conclusion.":[368],"objective":[370],"merely":[373],"generate":[375,380],"new":[376,381],"answers,":[377],"but":[378],"ways":[382],"in":[383],"questions":[385],"answers":[388],"become":[390],"visible.":[391],"Status:":[392],"Exploratory":[393],"Concept":[394,405],"Paper":[395],"\u00b7":[396,399,401,418],"Architecture":[397],"Proposal":[398],"TAU_ACTIVE":[400],"Not":[402],"Empirically":[403],"Validated":[404],"origin:":[406],"(Toonhai)":[409],"formalization:":[411],"AEon":[412],"ChatGPT":[414],"(OpenAI)":[415],"Version:":[416],"0.2":[417],"October":[419],"2026":[420]},"counts_by_year":[],"updated_date":"2026-11-01T11:40:01.658920","created_date":"2026-10-31T00:00:00"}
