{"id":"https://openalex.org/W7167092157","doi":"https://doi.org/10.48550/arxiv.2607.00269","title":"Mnemosyne: Agentic Transaction Processing for Validating and Repairing AI-generated Workflows","display_name":"Mnemosyne: Agentic Transaction Processing for Validating and Repairing AI-generated Workflows","publication_year":2026,"publication_date":"2026-06-30","ids":{"openalex":"https://openalex.org/W7167092157","doi":"https://doi.org/10.48550/arxiv.2607.00269"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2607.00269","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2607.00269","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.2607.00269","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5139928670","display_name":"Edward Y. Chang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chang, Edward Y.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5125591737","display_name":"Longling Geng","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Geng, Longling","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5089599249","display_name":"Emily Chang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chang, Emily J.","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/T11986","display_name":"Scientific Computing and Data Management","score":0.2874000072479248,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.2874000072479248,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.20280000567436218,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.05590000003576279,"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/workflow","display_name":"Workflow","score":0.7245000004768372},{"id":"https://openalex.org/keywords/correctness","display_name":"Correctness","score":0.7093999981880188},{"id":"https://openalex.org/keywords/executable","display_name":"Executable","score":0.6410999894142151},{"id":"https://openalex.org/keywords/database-transaction","display_name":"Database transaction","score":0.5662000179290771},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.565500020980835},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.5103999972343445},{"id":"https://openalex.org/keywords/transaction-processing","display_name":"Transaction processing","score":0.5088000297546387},{"id":"https://openalex.org/keywords/artifact","display_name":"Artifact (error)","score":0.4607999920845032},{"id":"https://openalex.org/keywords/bounded-function","display_name":"Bounded function","score":0.44350001215934753},{"id":"https://openalex.org/keywords/liveness","display_name":"Liveness","score":0.4165000021457672}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.733299970626831},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.7245000004768372},{"id":"https://openalex.org/C55439883","wikidata":"https://www.wikidata.org/wiki/Q360812","display_name":"Correctness","level":2,"score":0.7093999981880188},{"id":"https://openalex.org/C160145156","wikidata":"https://www.wikidata.org/wiki/Q778586","display_name":"Executable","level":2,"score":0.6410999894142151},{"id":"https://openalex.org/C75949130","wikidata":"https://www.wikidata.org/wiki/Q848010","display_name":"Database transaction","level":2,"score":0.5662000179290771},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.565500020980835},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.5103999972343445},{"id":"https://openalex.org/C72108876","wikidata":"https://www.wikidata.org/wiki/Q844565","display_name":"Transaction processing","level":3,"score":0.5088000297546387},{"id":"https://openalex.org/C2779010991","wikidata":"https://www.wikidata.org/wiki/Q2720909","display_name":"Artifact (error)","level":2,"score":0.4607999920845032},{"id":"https://openalex.org/C34388435","wikidata":"https://www.wikidata.org/wiki/Q2267362","display_name":"Bounded function","level":2,"score":0.44350001215934753},{"id":"https://openalex.org/C15569618","wikidata":"https://www.wikidata.org/wiki/Q3561421","display_name":"Liveness","level":2,"score":0.4165000021457672},{"id":"https://openalex.org/C2777168461","wikidata":"https://www.wikidata.org/wiki/Q42196253","display_name":"Set operations","level":3,"score":0.40130001306533813},{"id":"https://openalex.org/C159023740","wikidata":"https://www.wikidata.org/wiki/Q623276","display_name":"Deadlock","level":2,"score":0.3993000090122223},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3946000039577484},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.38420000672340393},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.3817000091075897},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.36629998683929443},{"id":"https://openalex.org/C2778447849","wikidata":"https://www.wikidata.org/wiki/Q2648051","display_name":"Obligation","level":2,"score":0.3628000020980835},{"id":"https://openalex.org/C136643341","wikidata":"https://www.wikidata.org/wiki/Q1361526","display_name":"Reachability","level":2,"score":0.34880000352859497},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.3407999873161316},{"id":"https://openalex.org/C193856179","wikidata":"https://www.wikidata.org/wiki/Q5251100","display_name":"Defeasible estate","level":2,"score":0.34049999713897705},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3310000002384186},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3124000132083893},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.3021000027656555},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.29330000281333923},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.29190000891685486},{"id":"https://openalex.org/C155951066","wikidata":"https://www.wikidata.org/wiki/Q5156254","display_name":"Compensating transaction","level":5,"score":0.28279998898506165},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.2822999954223633},{"id":"https://openalex.org/C2779795794","wikidata":"https://www.wikidata.org/wiki/Q7315343","display_name":"Reset (finance)","level":2,"score":0.2678999900817871},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.2619999945163727},{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.25360000133514404},{"id":"https://openalex.org/C2778744189","wikidata":"https://www.wikidata.org/wiki/Q4677551","display_name":"Active database","level":2,"score":0.25360000133514404},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.25290000438690186}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2607.00269","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2607.00269","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.2607.00269","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2607.00269","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":[{"score":0.6304575204849243,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"LLMs":[0,205],"increasingly":[1],"generate":[2],"workflow":[3],"actions,":[4],"repairs,":[5],"and":[6,67,81,132,136,151,179,198,230],"plans,":[7],"but":[8,76],"a":[9,27,35,51,62,96,121,155],"generated":[10,40],"action":[11],"may":[12,74],"be":[13],"syntactically":[14],"valid":[15,173],"yet":[16],"stale,":[17],"infeasible,":[18],"conflicting,":[19],"or":[20,110],"destructive":[21],"of":[22,106,112,185,225,238],"the":[23,78,107,113,163,207,221],"evidence":[24],"that":[25,38],"triggered":[26],"repair.":[28],"We":[29,116],"introduce":[30],"Agentic":[31],"Transaction":[32],"Processing":[33],"(ATP),":[34],"transaction":[36],"model":[37],"treats":[39],"actions":[41],"as":[42,234],"untrusted":[43],"proposals":[44,201,229],"until":[45],"they":[46],"pass":[47,206],"deterministic":[48],"admission":[49,209],"under":[50,176],"declared,":[52],"executable":[53],"constraint":[54],"set":[55],"C.":[56],"The":[57],"governing":[58],"principle":[59],"is":[60,64,242],"two-sided:":[61],"proposal":[63,69],"not":[65],"truth,":[66],"no":[68],"foresees":[70],"every":[71],"disruption.":[72],"Anything":[73],"propose,":[75],"only":[77],"runtime":[79,122],"admits":[80,223],"commits;":[82,220],"when":[83],"an":[84,124,183,213],"unforeseen":[85],"disruption":[86],"strikes,":[87],"it":[88],"repairs":[89],"reactively":[90],"within":[91],"bounds":[92],"rather":[93],"than":[94,189],"trusting":[95],"fresh":[97],"proposal.":[98],"Relative":[99],"to":[100,142],"C,":[101],"committed-state":[102],"correctness":[103],"becomes":[104],"independent":[105],"competence,":[108],"honesty,":[109],"learning":[111],"proposing":[114],"layer.":[115],"realize":[117],"ATP":[118],"in":[119],"Mnemosyne,":[120],"with":[123,217],"append-only":[125],"transition":[126],"log,":[127],"effective-state":[128],"projection,":[129],"dependency-safe":[130],"compensation,":[131],"active":[133],"commitment":[134],"records,":[135],"prove":[137],"four":[138,203,233],"safety":[139,236],"properties":[140],"relative":[141],"C":[143],"(authority":[144],"separation,":[145],"serial-equivalent":[146],"generative":[147],"admission,":[148],"evidence-preserving":[149],"repair,":[150],"obligation":[152],"containment)":[153],"plus":[154],"bounded-reactive-repair":[156],"guarantee":[157],"(LCRP).":[158],"A":[159],"reproducible":[160],"artifact":[161],"rejects":[162,231],"targeted":[164],"violations":[165],"across":[166],"nine":[167],"falsification":[168],"tests":[169],"while":[170],"still":[171],"admitting":[172],"work,":[174],"at":[175],"6%":[177],"overhead,":[178],"local":[180],"repair":[181,200,228],"edits":[182],"order":[184],"magnitude":[186],"fewer":[187],"operations":[188],"global":[190],"recompute.":[191],"In":[192],"live-proposer":[193],"pilots,":[194],"80":[195],"static":[196],"plan-entry":[197],"mid-execution":[199],"from":[202],"heterogeneous":[204],"same":[208],"boundary,":[210],"scored":[211],"by":[212],"external":[214],"cross-episode":[215],"harness":[216],"zero":[218],"invalid":[219],"gate":[222],"24":[224],"40":[226],"live":[227],"16,":[232],"explicit":[235],"rejections":[237],"over-broad":[239],"rollback.":[240],"Mnemosyne":[241],"open":[243],"source:":[244],"https://github.com/eyuchang/Mnemosyne/tree/mnemosyne-atp-postgres-rerun":[245]},"counts_by_year":[],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2026-07-03T00:00:00"}
