{"id":"https://openalex.org/W7214372117","doi":"https://doi.org/10.66977/xsci.2611.001o","title":"Conserved amount, negotiable placement. Prompting perturbs one architecture, an AI reviewer both","display_name":"Conserved amount, negotiable placement. Prompting perturbs one architecture, an AI reviewer both","publication_year":2026,"publication_date":"2026-11-12","ids":{"openalex":"https://openalex.org/W7214372117","doi":"https://doi.org/10.66977/xsci.2611.001o"},"language":"en","primary_location":{"id":"doi:10.66977/xsci.2611.001o","doi":"https://doi.org/10.66977/xsci.2611.001o","is_oa":false,"landing_page_url":"https://doi.org/10.66977/xsci.2611.001o","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2610.14130","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076594477","display_name":"Daniel Sagenschneider","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Daniel Sagenschneider","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5076594477"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":1,"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/T10260","display_name":"Software Engineering Research","score":0.9487000107765198,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10260","display_name":"Software Engineering Research","score":0.9487000107765198,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.03629999980330467,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T10430","display_name":"Software Engineering Techniques and Practices","score":0.009600000455975533,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/software-architecture","display_name":"software architecture","score":0.8619999885559082},{"id":"https://openalex.org/keywords/code-complexity","display_name":"code complexity","score":0.6309999823570251},{"id":"https://openalex.org/keywords/change-requests","display_name":"change requests","score":0.7379999756813049},{"id":"https://openalex.org/keywords/cohesion","display_name":"cohesion","score":0.5080000162124634}],"concepts":[{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.5415999889373779},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5324000120162964},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.5277000069618225},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.5101000070571899},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4812999963760376},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.46650001406669617},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.4424000084400177},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.41589999198913574},{"id":"https://openalex.org/C77265313","wikidata":"https://www.wikidata.org/wiki/Q879844","display_name":"Rest (music)","level":2,"score":0.38029998540878296},{"id":"https://openalex.org/C187303228","wikidata":"https://www.wikidata.org/wiki/Q867330","display_name":"Cyclomatic complexity","level":3,"score":0.3506999909877777},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3497999906539917},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.34049999713897705},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.3375999927520752},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.3102000057697296},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.3073999881744385},{"id":"https://openalex.org/C77553402","wikidata":"https://www.wikidata.org/wiki/Q13222579","display_name":"Upper and lower bounds","level":2,"score":0.2922999858856201},{"id":"https://openalex.org/C162838799","wikidata":"https://www.wikidata.org/wiki/Q596077","display_name":"Counterexample","level":2,"score":0.2903999984264374},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.28999999165534973},{"id":"https://openalex.org/C2777027219","wikidata":"https://www.wikidata.org/wiki/Q1284190","display_name":"Constant (computer programming)","level":2,"score":0.2872999906539917},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2768000066280365},{"id":"https://openalex.org/C163415756","wikidata":"https://www.wikidata.org/wiki/Q126473","display_name":"Contraction (grammar)","level":2,"score":0.2619999945163727},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.2506999969482422},{"id":"https://openalex.org/C311688","wikidata":"https://www.wikidata.org/wiki/Q2393193","display_name":"Time complexity","level":2,"score":0.25040000677108765}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.66977/xsci.2611.001o","doi":"https://doi.org/10.66977/xsci.2611.001o","is_oa":false,"landing_page_url":"https://doi.org/10.66977/xsci.2611.001o","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},{"id":"pmh:oai:arXiv.org:2610.14130","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2610.14130","pdf_url":"https://arxiv.org/pdf/2610.14130","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,"listed_in":[],"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2610.14130","doi":"https://doi.org/10.48550/arxiv.2610.14130","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2610.14130","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,"listed_in":[],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},{"id":"doi:10.5281/zenodo.22967549","doi":"https://doi.org/10.5281/zenodo.22967549","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.22967549","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","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},{"id":"doi:10.5281/zenodo.22967550","doi":"https://doi.org/10.5281/zenodo.22967550","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.22967550","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","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},{"id":"doi:10.5281/zenodo.23190619","doi":"https://doi.org/10.5281/zenodo.23190619","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23190619","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","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2610.14130","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2610.14130","pdf_url":"https://arxiv.org/pdf/2610.14130","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,"listed_in":[],"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7214372117.pdf","grobid_xml":"https://content.openalex.org/works/W7214372117.grobid-xml"},"referenced_works_count":6,"referenced_works":["https://openalex.org/W2012051323","https://openalex.org/W4387799916","https://openalex.org/W4404781496","https://openalex.org/W7133943242","https://openalex.org/W7141610088","https://openalex.org/W7152083991"],"related_works":["https://openalex.org/W7159928099","https://openalex.org/W7167460066","https://openalex.org/W7160278713","https://openalex.org/W7203479085","https://openalex.org/W7223028102","https://openalex.org/W2769314369","https://openalex.org/W7164515232","https://openalex.org/W7141232652","https://openalex.org/W3034268127","https://openalex.org/W7152083991"],"abstract_inverted_index":{"Tesler's":[0],"conservation":[1],"law":[2],"holds":[3],"that":[4,15,210],"a":[5,22,60,83,278,288],"problem":[6],"carries":[7],"an":[8,65,140,282],"irreducible":[9],"amount":[10,161],"of":[11,164,178,264,281],"complexity.":[12],"Brooks":[13],"separates":[14],"essential":[16,27],"part":[17,21,28],"from":[18,82],"the":[19,26,38,88,117,129,131,146,150,154,186,192,198,207,212,221,272],"accidental":[20],"solution":[23],"adds.":[24],"If":[25],"is":[29,32,40,95,111,143,156,206,245,277],"fixed,":[30],"architecture":[31,184,283],"placement":[33,175],"rather":[34],"than":[35],"quantity,":[36],"and":[37,64,105,128,191,225,239,266,284],"question":[39],"which":[41],"levers":[42],"move":[43],"placement.":[44,202],"An":[45],"AI":[46,204],"agent":[47,101],"implements":[48],"sixty":[49,132],"accumulating":[50],"change":[51,85,104],"requests":[52],"on":[53,159,173,215,227,290],"one":[54,188,208,216],"REST":[55],"endpoint":[56],"under":[57,69],"two":[58],"architectures,":[59],"mutative":[61,183],"Spring":[62],"controller":[63],"additive":[66,187,199,213],"OfficeFloor":[67],"pipeline,":[68,222],"five":[70],"conditions,":[71],"ten":[72,115],"runs":[73],"per":[74],"cell,":[75],"model":[76],"fixed.":[77],"Four":[78],"are":[79],"external":[80,148],"controls,":[81],"bare":[84],"request":[86],"to":[87,123,137,171,197],"disclosed":[89,193],"structural":[90],"cost":[91],"function.":[92],"The":[93,182,203,243,275],"fifth":[94],"different":[96],"in":[97,247,252,261],"kind.":[98],"A":[99],"second":[100],"reviews":[102],"each":[103,256],"reasons":[106],"about":[107],"cohesion":[108],"itself.":[109],"Amount":[110],"steady.":[112],"Across":[113],"all":[114,267],"cells":[116],"finished":[118],"complexity":[119,130,241],"varies":[120],"by":[121,135],"7%":[122],"20%":[124],"over":[125,262],"four":[126,147],"operationalisations,":[127],"rules":[133],"added":[134],"21%":[136],"29%":[138],"within":[139],"architecture.":[141],"Placement":[142],"not.":[144],"Under":[145],"controls":[149],"plasticity":[151],"ratio":[152],"between":[153],"architectures":[155],"near":[157],"1":[158],"six":[160,165],"metrics":[162,176],"(five":[163],"intervals":[166],"contain":[167],"1)":[168],"against":[169],"2.7":[170],"10.0":[172],"eleven":[174,179],"(ten":[177],"above":[180],"1).":[181],"moves,":[185],"does":[189],"not,":[190],"formula":[194],"brings":[195],"it":[196],"arm's":[200],"untouched":[201],"reviewer":[205],"lever":[209],"moves":[211],"arm,":[214],"family":[217],"only.":[218],"It":[219],"consolidates":[220],"raising":[223],"change-":[224],"mass-concentration":[226],"every":[228],"such":[229],"metric,":[230],"interval":[231],"excluding":[232],"zero,":[233],"while":[234],"leaving":[235],"coupling,":[236],"file":[237],"count":[238],"per-node":[240],"untouched.":[242],"price":[244],"reported":[246],"full.":[248],"Strict":[249],"correctness":[250],"fell":[251],"most":[253],"comparisons":[254],"though":[255],"rule":[257],"was":[258],"implemented":[259],"correctly":[260],"99%":[263],"checkpoints,":[265],"three":[268],"outcome":[269],"measures":[270],"favour":[271],"concentrated":[273],"codebase.":[274],"contribution":[276],"measurable":[279],"property":[280],"its":[285],"lever,":[286],"not":[287],"verdict":[289],"either.":[291]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2026-09-26T00:00:00"}