{"id":"https://openalex.org/W7225038869","doi":"https://doi.org/10.5281/zenodo.23854501","title":"ST-T1024 FOR IMAGES AND VIDEOS : THE ARCHITECTURE. On Image and Video Composition from a Declared Basis, Disturbance Rejection by Refusal, and the Creative Act That Stays With the Human","display_name":"ST-T1024 FOR IMAGES AND VIDEOS : THE ARCHITECTURE. On Image and Video Composition from a Declared Basis, Disturbance Rejection by Refusal, and the Creative Act That Stays With the Human","publication_year":2026,"publication_date":"2026-11-01","ids":{"openalex":"https://openalex.org/W7225038869","doi":"https://doi.org/10.5281/zenodo.23854501"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.23854501","doi":"https://doi.org/10.5281/zenodo.23854501","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23854501","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":"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.23854501","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065760978","display_name":"M. TAALABI","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Taalabi, M.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5146454151","display_name":"Team LLM-DIPLOMAT","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"LLM-DIPLOMAT, Team","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":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.80243919,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.49799999594688416,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.49799999594688416,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T14254","display_name":"Digital Media and Visual Art","score":0.2296999990940094,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.062300000339746475,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/visual-primitives","display_name":"visual primitives","score":0.7459999918937683},{"id":"https://openalex.org/keywords/human-in-the-loop","display_name":"human-in-the-loop","score":0.5559999942779541},{"id":"https://openalex.org/keywords/disturbance-rejection","display_name":"disturbance rejection","score":0.5839999914169312},{"id":"https://openalex.org/keywords/refusal-mechanisms","display_name":"refusal mechanisms","score":0.38100001215934753},{"id":"https://openalex.org/keywords/constraint-satisfaction","display_name":"constraint satisfaction","score":0.4350000023841858},{"id":"https://openalex.org/keywords/finite-state-machines","display_name":"finite automata","score":0.8240000009536743},{"id":"https://openalex.org/keywords/creative-act","display_name":"creative act","score":0.37599998712539673}],"concepts":[{"id":"https://openalex.org/C40231798","wikidata":"https://www.wikidata.org/wiki/Q1333743","display_name":"Composition (language)","level":2,"score":0.7608000040054321},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.692300021648407},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.6403999924659729},{"id":"https://openalex.org/C34388435","wikidata":"https://www.wikidata.org/wiki/Q2267362","display_name":"Bounded function","level":2,"score":0.6004999876022339},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.5806000232696533},{"id":"https://openalex.org/C2777601987","wikidata":"https://www.wikidata.org/wiki/Q5283581","display_name":"Disturbance (geology)","level":2,"score":0.5231000185012817},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5156999826431274},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5116000175476074},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.4986000061035156},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4530999958515167},{"id":"https://openalex.org/C77553402","wikidata":"https://www.wikidata.org/wiki/Q13222579","display_name":"Upper and lower bounds","level":2,"score":0.3952000141143799},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.39430001378059387},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.3817000091075897},{"id":"https://openalex.org/C65155139","wikidata":"https://www.wikidata.org/wiki/Q5380912","display_name":"Envelope (radar)","level":3,"score":0.3621000051498413},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.35899999737739563},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.33799999952316284},{"id":"https://openalex.org/C160086991","wikidata":"https://www.wikidata.org/wiki/Q5939193","display_name":"Human visual system model","level":3,"score":0.2955999970436096},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2712000012397766},{"id":"https://openalex.org/C72898154","wikidata":"https://www.wikidata.org/wiki/Q458038","display_name":"Flight envelope","level":3,"score":0.2685000002384186},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.2662000060081482},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.2639999985694885},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2614000141620636},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.25780001282691956},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.25540000200271606},{"id":"https://openalex.org/C2776175482","wikidata":"https://www.wikidata.org/wiki/Q1195816","display_name":"Transfer (computing)","level":2,"score":0.25369998812675476}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5281/zenodo.23854501","doi":"https://doi.org/10.5281/zenodo.23854501","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23854501","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":"article-journal"},{"id":"doi:10.5281/zenodo.23854502","doi":"https://doi.org/10.5281/zenodo.23854502","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23854502","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":"article-journal"}],"best_oa_location":{"id":"doi:10.5281/zenodo.23854501","doi":"https://doi.org/10.5281/zenodo.23854501","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23854501","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":"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/W7168088012","https://openalex.org/W2021358703","https://openalex.org/W4300058512","https://openalex.org/W2797678702","https://openalex.org/W7223248816","https://openalex.org/W7220810296","https://openalex.org/W2325673825","https://openalex.org/W7125394697","https://openalex.org/W7160186373","https://openalex.org/W7151074127"],"abstract_inverted_index":{"This":[0],"paper":[1,296],"states":[2],"an":[3],"architecture":[4,54],"for":[5,226,235],"image":[6,29],"and":[7,18,44,70,169,182,249,294],"video":[8],"composition":[9,68,135,158],"that":[10,33,74,95],"is":[11,35,40,56,113,141,175,206,215,239,283,292],"bounded":[12],"byconstruction,":[13],"deterministic":[14,72],"in":[15,20,208,286,299],"its":[16,21],"output,":[17],"attributable":[19],"record.":[22],"It":[23,31,188],"does":[24,185],"not":[25,186,207,217],"propose":[26],"a":[27,60,66,71,78,114,161,163,165,167,170,240,280],"better":[28],"generator.":[30],"proposes":[32,93],"generation":[34],"the":[36,41,45,50,53,57,89,97,103,107,118,121,129,134,138,150,194,200,204,209,247,250,287,289,295,300,304],"wrong":[37],"frameentirely.":[38],"Generation":[39],"creative":[42,46],"act,":[43],"act":[47],"belongs":[48],"to":[49,160],"human.":[51],"What":[52],"provides":[55],"construction":[58],"layer:":[59],"finite":[61],"basis":[62,259],"of":[63,303],"visual":[64],"primitives,":[65],"declared":[67,241],"grammar,":[69,166],"engine":[73],"enumerates":[75],"compositions":[76],"satisfying":[77,119],"human-authored":[79],"specification.":[80,98],"The":[81,86,91,99,125,172,212,243,258,265,271],"loop":[82],"has":[83],"four":[84],"steps.":[85],"human":[87,100],"specifies":[88],"desiderata.":[90],"machine":[92],"thecompositions":[94],"satisfy":[96],"remarks":[101],"on":[102],"proposals.":[104],"Themachine":[105],"narrows":[106],"set":[108,122],"by":[109,192],"conjunction.":[110],"Each":[111],"remark":[112],"constraint;":[115],"each":[116],"constraintreduces":[117],"set;":[120],"converges":[123],"monotonically.":[124],"properties":[126],"transfer":[127],"from":[128,246],"text":[130],"architecture.":[131],"No":[132,145,155],"non-compliance:":[133],"either":[136],"satisfies":[137],"specification":[139],"or":[140,148],"refused":[142],"with":[143],"0x-AMBIG.":[144],"excess":[146],"energy":[147],"water:":[149],"same":[151],"deterministic,":[152],"MCU-class":[153],"profile.":[154],"AlCapone-LLM:":[156],"every":[157],"traces":[159],"specification,":[162],"basis,":[164],"signer,":[168],"selector.":[171],"disturbance":[173],"model":[174],"stated.":[176],"Inputs":[177],"are":[178,256],"perturbed,":[179],"injected,":[180],"drifted,":[181],"replayed.":[183],"Theengine":[184],"correct.":[187],"refuses.":[189],"Disturbance":[190],"rejection":[191],"exclusion:":[193],"system":[195],"cannot":[196],"be":[197,263],"pushed":[198],"outside":[199],"envelope,":[201],"because":[202],"leaving":[203],"envelope":[205],"action":[210],"library.":[211],"timing":[213],"bound":[214,244],"deductible,":[216],"measured.":[218],"AET":[219,228],"=":[220,229],"D":[221],"\u00d7":[222],"T_tile":[223],"+":[224,231,233],"T_triage":[225,232],"serialcomposition;":[227],"max(T_tile)":[230],"T_merge":[234],"parallel.":[236],"Every":[237],"term":[238],"constant.":[242],"follows":[245],"declaration,":[248],"FSM":[251,267],"enforces":[252],"it.":[253],"Four":[254],"residuals":[255],"named.":[257],"bounds":[260],"what":[261],"can":[262],"expressed.":[264],"parallel":[266,276],"isnot":[268],"yet":[269],"specified.":[270],"power":[272],"profile":[273],"changes":[274],"under":[275],"execution.":[277],"And":[278],"if":[279],"trainedfeature":[281],"extractor":[282],"used":[284],"anywhere":[285],"pipeline,":[288],"no-training":[290],"claim":[291],"broken,":[293],"says":[297],"so":[298],"first":[301],"paragraph":[302],"relevant":[305],"part.":[306]},"counts_by_year":[],"updated_date":"2026-11-03T10:50:19.383937","created_date":"2026-11-02T00:00:00"}