{"id":"https://openalex.org/W7225263198","doi":"https://doi.org/10.5281/zenodo.23937762","title":"Numbers Before Pixels: Locking a Video Shot as Exact 3D Math Before It Is Generated","display_name":"Numbers Before Pixels: Locking a Video Shot as Exact 3D Math Before It Is Generated","publication_year":2026,"publication_date":"2026-11-04","ids":{"openalex":"https://openalex.org/W7225263198","doi":"https://doi.org/10.5281/zenodo.23937762"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.23937762","doi":"https://doi.org/10.5281/zenodo.23937762","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23937762","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"},"volume":null,"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.23937762","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5158230215","display_name":"Devieswar Kancheti","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Kancheti, Devieswar","raw_affiliation_strings":["Independent researcher"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Independent researcher","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5158230215"],"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9413999915122986,"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":0.9413999915122986,"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":0.024800000712275505,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.011900000274181366,"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"}}],"keywords":[],"concepts":[{"id":"https://openalex.org/C2778344882","wikidata":"https://www.wikidata.org/wiki/Q278938","display_name":"Shot (pellet)","level":2,"score":0.6797000169754028},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.5879999995231628},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.5340999960899353},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.4887999892234802},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48249998688697815},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4584999978542328},{"id":"https://openalex.org/C2164484","wikidata":"https://www.wikidata.org/wiki/Q5170150","display_name":"Core (optical fiber)","level":2,"score":0.43230000138282776},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.40209999680519104},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4004000127315521},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.39169999957084656},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.37310001254081726},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.36890000104904175},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35350000858306885},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.3531000018119812},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.3528999984264374},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.34599998593330383},{"id":"https://openalex.org/C2776505523","wikidata":"https://www.wikidata.org/wiki/Q4785468","display_name":"Plan (archaeology)","level":2,"score":0.33090001344680786},{"id":"https://openalex.org/C137343475","wikidata":"https://www.wikidata.org/wiki/Q622849","display_name":"Halting problem","level":4,"score":0.3172000050544739},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.30489999055862427},{"id":"https://openalex.org/C135692309","wikidata":"https://www.wikidata.org/wiki/Q111124","display_name":"Square (algebra)","level":2,"score":0.30169999599456787},{"id":"https://openalex.org/C94020503","wikidata":"https://www.wikidata.org/wiki/Q12916","display_name":"Real number","level":2,"score":0.3009999990463257},{"id":"https://openalex.org/C2780226923","wikidata":"https://www.wikidata.org/wiki/Q929848","display_name":"Movement (music)","level":2,"score":0.28999999165534973},{"id":"https://openalex.org/C77265313","wikidata":"https://www.wikidata.org/wiki/Q879844","display_name":"Rest (music)","level":2,"score":0.28760001063346863},{"id":"https://openalex.org/C2777686260","wikidata":"https://www.wikidata.org/wiki/Q144037","display_name":"Calculus (dental)","level":2,"score":0.2865000069141388},{"id":"https://openalex.org/C2780704645","wikidata":"https://www.wikidata.org/wiki/Q9251458","display_name":"Observer (physics)","level":2,"score":0.2847000062465668},{"id":"https://openalex.org/C139676723","wikidata":"https://www.wikidata.org/wiki/Q1193832","display_name":"Sign (mathematics)","level":2,"score":0.2825999855995178},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.2685999870300293},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.2628999948501587},{"id":"https://openalex.org/C82457910","wikidata":"https://www.wikidata.org/wiki/Q740207","display_name":"Isometry (Riemannian geometry)","level":2,"score":0.25679999589920044},{"id":"https://openalex.org/C2988634675","wikidata":"https://www.wikidata.org/wiki/Q34508","display_name":"Video recording","level":2,"score":0.25429999828338623}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5281/zenodo.23937762","doi":"https://doi.org/10.5281/zenodo.23937762","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23937762","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.23937763","doi":"https://doi.org/10.5281/zenodo.23937763","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23937763","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":"doi:10.5281/zenodo.23937762","doi":"https://doi.org/10.5281/zenodo.23937762","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23937762","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"},"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":[],"abstract_inverted_index":{"When":[0],"a":[1,14,25,64,68,74,84,93,125,129,146,152,166,197,205,271,308,313,316],"shot":[2],"is":[3,54,109,137,315],"written":[4],"down":[5],"as":[6,96,124,242,296,312],"exact":[7],"3D":[8,78],"numbers":[9,79,97,104,240,250],"and":[10,42,49,101,133,177,201,210,237,292,327,333],"locked":[11,163,309],"before":[12,107],"generation,":[13],"video-edit":[15,130],"model":[16,114,131],"can":[17,319],"be":[18,320],"made":[19],"to":[20,23,56,116,179,268],"follow":[21],"it":[22],"within":[24,165,280],"few":[26],"pixels":[27],"in":[28,151],"one":[29,149,156,211,261],"take,":[30],"where":[31,231],"words":[32,41],"alone":[33],"never":[34,235],"place":[35],"an":[36],"object.":[37],"Video":[38],"generators":[39],"take":[40,160,215,272,304],"pictures,":[43],"not":[44],"numbers,":[45,119],"so":[46],"where,":[47],"when":[48],"how":[50],"big":[51],"things":[52],"move":[53,285],"left":[55],"the":[57,120,140,143,162,184,208,217,222,238,278,287,342],"generator.":[58],"We":[59],"describe":[60],"AM":[61],"Math":[62],"3D,":[63],"model-free":[65],"pipeline":[66,121],"around":[67],"core":[69,253],"reasoner,":[70],"AM.":[71],"It":[72],"turns":[73],"clip":[75],"into":[76],"metric":[77],"for":[80,86,98,187],"every":[81,99,134],"object,":[82],"proves":[83],"rule":[85],"each":[87],"number":[88],"or":[89],"answers":[90],"CANNOT,":[91],"solves":[92],"requested":[94],"action":[95],"frame,":[100],"locks":[102],"those":[103],"with":[105,337],"SHA-256":[106],"anything":[108],"generated.":[110],"Because":[111],"no":[112,199],"video":[113,127,300],"available":[115],"us":[117],"accepts":[118],"renders":[122],"them":[123],"guide":[126,209,314],"that":[128,256,275,303,318],"repaints,":[132],"painted":[135],"frame":[136],"measured":[138],"against":[139],"lock.":[141],"In":[142,204],"final":[144],"test,":[145],"pawn":[147],"sliding":[148],"square":[150],"generated":[153,299],"chess":[154],"scene,":[155],"Kling":[157],"4.0":[158],"Edit":[159,214],"followed":[161],"plan":[164,310],"median":[167],"of":[168],"1.7":[169],"px":[170,182,220,246],"(worst":[171],"3.4":[172],"px)":[173],"over":[174],"73":[175],"frames":[176],"came":[178],"rest":[180],"1.5":[181],"from":[183,221,266,274],"planned":[185,223],"square,":[186],"about":[188,202,294],"$1.05;":[189],"AM's":[190,252],"own":[191],"part":[192],"took":[193],"166":[194],"s":[195,227,229,291],"on":[196,260],"laptop,":[198],"tokens":[200],"$0.0014.":[203],"mouse":[206,218],"jump,":[207],"FLUX":[212],"3":[213,219],"landed":[216,236,244],"spot":[224],"at":[225],"1.29":[226],"(1.33":[228],"asked),":[230],"six":[232],"prompt-only":[233],"attempts":[234],"plan's":[239],"given":[241],"text":[243,334],"221":[245],"off.":[247],"From":[248],"tracked":[249],"alone,":[251],"reasoner":[254],"proved":[255],"five":[257],"dancers":[258],"bounce":[259],"rhythm":[262],"whose":[263],"period":[264],"falls":[265],"14":[267],"13":[269],"frames;":[270],"built":[273],"law":[276],"kept":[277],"beat":[279],"5%.":[281],"A":[282],"15-second":[283],"camera":[284],"failed:":[286],"generator":[288],"returned":[289],"4":[290],"ran":[293],"twice":[295],"fast.":[297],"Precise":[298],"needs":[301],"models":[302],"numbers;":[305],"until":[306],"then,":[307],"rendered":[311],"bridge":[317],"measured.":[321],"Code,":[322],"maps,":[323],"locks,":[324],"guides,":[325],"takes":[326],"scores:":[328],"https://github.com/devkancheti4-design/am-math3d":[329],".":[330],"Implementation,":[331],"experiments":[332],"were":[335],"produced":[336],"Claude":[338],"Code":[339],"(Anthropic)":[340],"under":[341],"author's":[343],"direction.":[344]},"counts_by_year":[],"updated_date":"2026-11-05T12:25:35.769452","created_date":"2026-11-05T00:00:00"}