{"work":"research-machine-native-reasoning-wider","pdf_reader":"read/research-machine-native-reasoning-wider/book.html","pdf_sha256":"92f4a6aa03d0c9e5ef6bc5e9c24026090f3b3d9280576cf5d87c4f906ecc5e14","pages":977,"url":"read/research-machine-native-reasoning-wider/reconstructed-edition.html","source_archive":"read/research-machine-native-reasoning-wider/book.html?download=source","source_archive_sha256":"0a6b6120f3fd4900529ef696c49030fe621532695edfc68de6d83e16d5169c09","chapters":[{"number":1,"title":"From evidence to a reusable state","part":"I Evidence, methods, and correction","physical_page":14,"printed_page":"2"},{"number":2,"title":"Operations must survive their representations","part":"I Evidence, methods, and correction","physical_page":17,"printed_page":"5"},{"number":3,"title":"Memory that remains open to correction","part":"I Evidence, methods, and correction","physical_page":21,"printed_page":"9"},{"number":4,"title":"From corrected records to decisions and explanations","part":"I Evidence, methods, and correction","physical_page":28,"printed_page":"16"},{"number":5,"title":"One investigation, one resource budget","part":"I Evidence, methods, and correction","physical_page":30,"printed_page":"18"},{"number":6,"title":"Improving discovery without changing its meaning","part":"I Evidence, methods, and correction","physical_page":36,"printed_page":"24"},{"number":7,"title":"What remains valid after a revision","part":"I Evidence, methods, and correction","physical_page":39,"printed_page":"27"},{"number":8,"title":"Shared work and maintained obligations","part":"I Evidence, methods, and correction","physical_page":42,"printed_page":"30"},{"number":9,"title":"One finite reasoning chain","part":"I Evidence, methods, and correction","physical_page":45,"printed_page":"33"},{"number":10,"title":"A common contract for stochastic and legal operations","part":"II Composition, control, and revision","physical_page":48,"printed_page":"36"},{"number":11,"title":"Preserving an ending strategy under safe continuation","part":"II Composition, control, and revision","physical_page":52,"printed_page":"40"},{"number":12,"title":"Transporting safe continuation through a quotient","part":"II Composition, control, and revision","physical_page":56,"printed_page":"44"},{"number":13,"title":"Changing a representation without losing correctability","part":"II Composition, control, and revision","physical_page":60,"printed_page":"48"},{"number":14,"title":"Proof fields, closure, and executable certificates","part":"III Proof and interpretation","physical_page":65,"printed_page":"53"},{"number":15,"title":"Transporting derivations between languages","part":"III Proof and interpretation","physical_page":69,"printed_page":"57"},{"number":16,"title":"A finite language of executable methods","part":"III Proof and interpretation","physical_page":72,"printed_page":"60"},{"number":17,"title":"From checked claims to guarded execution","part":"III Proof and interpretation","physical_page":75,"printed_page":"63"},{"number":18,"title":"From the finite chain to the wider theory","part":"III Proof and interpretation","physical_page":78,"printed_page":"66"},{"number":19,"title":"Realizations and their obstructions","part":"IV Komorebi Space: realization, obstruction, and repair","physical_page":81,"printed_page":"69"},{"number":20,"title":"Resolution, repair, and retained detail","part":"IV Komorebi Space: realization, obstruction, and repair","physical_page":95,"printed_page":"83"},{"number":21,"title":"Symmetry and effective descent","part":"IV Komorebi Space: realization, obstruction, and repair","physical_page":118,"printed_page":"106"},{"number":22,"title":"The geometry of exact realization","part":"IV Komorebi Space: realization, obstruction, and repair","physical_page":135,"printed_page":"123"},{"number":23,"title":"From approximation to exact realization","part":"IV Komorebi Space: realization, obstruction, and repair","physical_page":160,"printed_page":"148"},{"number":24,"title":"Worked realization problems","part":"IV Komorebi Space: realization, obstruction, and repair","physical_page":201,"printed_page":"189"},{"number":25,"title":"Evidence before representation","part":"V Grounded abstraction and the limits of learning","physical_page":213,"printed_page":"201"},{"number":26,"title":"New questions and the memory needed to correct them","part":"V Grounded abstraction and the limits of learning","physical_page":219,"printed_page":"207"},{"number":27,"title":"Noisy evidence and quantitative justification","part":"V Grounded abstraction and the limits of learning","physical_page":224,"printed_page":"212"},{"number":28,"title":"Grounded continuation without complete identification","part":"V Grounded abstraction and the limits of learning","physical_page":231,"printed_page":"219"},{"number":29,"title":"Quantitative grounding with finite retained memory","part":"V Grounded abstraction and the limits of learning","physical_page":241,"printed_page":"229"},{"number":30,"title":"A consolidated grounding contract","part":"V Grounded abstraction and the limits of learning","physical_page":249,"printed_page":"237"},{"number":31,"title":"Realization and predictive closure","part":"VI Large Signal Model: realization and predictive inference","physical_page":254,"printed_page":"242"},{"number":32,"title":"Learning, stability, and coherent expansion","part":"VI Large Signal Model: realization and predictive inference","physical_page":267,"printed_page":"255"},{"number":33,"title":"Controlled stochastic realization","part":"VI Large Signal Model: realization and predictive inference","physical_page":282,"printed_page":"270"},{"number":34,"title":"Certified probability domains and robust inference","part":"VI Large Signal Model: realization and predictive inference","physical_page":295,"printed_page":"283"},{"number":35,"title":"Curved domains and continuous observations","part":"VI Large Signal Model: realization and predictive inference","physical_page":308,"printed_page":"296"},{"number":36,"title":"Certificate discovery, approximation, and evidence","part":"VI Large Signal Model: realization and predictive inference","physical_page":322,"printed_page":"310"},{"number":37,"title":"Robust curved certificates and noisy geometry","part":"VI Large Signal Model: realization and predictive inference","physical_page":333,"printed_page":"321"},{"number":38,"title":"Data-supported domains and smaller repairs","part":"VI Large Signal Model: realization and predictive inference","physical_page":343,"printed_page":"331"},{"number":39,"title":"Interaction structure and exact nonlinear quotients","part":"VII Nonlinear interaction quotients and Bayesian refinement","physical_page":354,"printed_page":"342"},{"number":40,"title":"Analytic fields, rooted trees, and quotient flows","part":"VII Nonlinear interaction quotients and Bayesian refinement","physical_page":363,"printed_page":"351"},{"number":41,"title":"Positive observations and exact filtering","part":"VII Nonlinear interaction quotients and Bayesian refinement","physical_page":367,"printed_page":"355"},{"number":42,"title":"Dynamical and Bayesian approximation","part":"VII Nonlinear interaction quotients and Bayesian refinement","physical_page":372,"printed_page":"360"},{"number":43,"title":"Posterior certificates and hyperedge compression","part":"VII Nonlinear interaction quotients and Bayesian refinement","physical_page":378,"printed_page":"366"},{"number":44,"title":"Algorithms and worked nonlinear filters","part":"VII Nonlinear interaction quotients and Bayesian refinement","physical_page":383,"printed_page":"371"},{"number":45,"title":"Relations, limitations, and further problems","part":"VII Nonlinear interaction quotients and Bayesian refinement","physical_page":393,"printed_page":"381"},{"number":46,"title":"Representations and implemented use","part":"VIII Machine understanding and explanatory transfer","physical_page":398,"printed_page":"386"},{"number":47,"title":"Explanation, inquiry, and correction","part":"VIII Machine understanding and explanatory transfer","physical_page":409,"printed_page":"397"},{"number":48,"title":"Common witnesses and charged resources","part":"VIII Machine understanding and explanatory transfer","physical_page":425,"printed_page":"413"},{"number":49,"title":"Interpretation and scope","part":"VIII Machine understanding and explanatory transfer","physical_page":436,"printed_page":"424"},{"number":50,"title":"Proof fields and certificates","part":"IX Proof paths and mathematical memory","physical_page":440,"printed_page":"428"},{"number":51,"title":"Coherent realization and information","part":"IX Proof paths and mathematical memory","physical_page":451,"printed_page":"439"},{"number":52,"title":"Compression, representation, and memory","part":"IX Proof paths and mathematical memory","physical_page":474,"printed_page":"462"},{"number":53,"title":"Revision, review, and inquiry","part":"IX Proof paths and mathematical memory","physical_page":486,"printed_page":"474"},{"number":54,"title":"Examples, implementation, and boundaries","part":"IX Proof paths and mathematical memory","physical_page":495,"printed_page":"483"},{"number":55,"title":"Correction, dimension, and admissibility","part":"X Constructive repair and exact certificates","physical_page":504,"printed_page":"492"},{"number":56,"title":"Faithful transport and exact search","part":"X Constructive repair and exact certificates","physical_page":511,"printed_page":"499"},{"number":57,"title":"Rational certificates and constructive attainment","part":"X Constructive repair and exact certificates","physical_page":520,"printed_page":"508"},{"number":58,"title":"Costed covers and proof-carrying branch search","part":"X Constructive repair and exact certificates","physical_page":526,"printed_page":"514"},{"number":59,"title":"The object that improves","part":"XI Self-improvement and the discovery of methods","physical_page":536,"printed_page":"524"},{"number":60,"title":"Discovering and transporting repair","part":"XI Self-improvement and the discovery of methods","physical_page":540,"printed_page":"528"},{"number":61,"title":"Improving the procedure that discovers repairs","part":"XI Self-improvement and the discovery of methods","physical_page":549,"printed_page":"537"},{"number":62,"title":"Learning a compiler's rejection rule","part":"XI Self-improvement and the discovery of methods","physical_page":555,"printed_page":"543"},{"number":63,"title":"Improving how discovery rules are acquired","part":"XI Self-improvement and the discovery of methods","physical_page":563,"printed_page":"551"},{"number":64,"title":"Keeping a revision's guarantees applicable","part":"XI Self-improvement and the discovery of methods","physical_page":571,"printed_page":"559"},{"number":65,"title":"Evidence and recursive continuation","part":"XI Self-improvement and the discovery of methods","physical_page":575,"printed_page":"563"},{"number":66,"title":"A bounded route toward general intelligence","part":"XI Self-improvement and the discovery of methods","physical_page":581,"printed_page":"569"},{"number":67,"title":"Foundational thesis","part":"XII Relational workspaces and distributed reasoning","physical_page":588,"printed_page":"576"},{"number":68,"title":"Static core and transfer theory","part":"XII Relational workspaces and distributed reasoning","physical_page":593,"printed_page":"581"},{"number":69,"title":"Exact shared cores","part":"XII Relational workspaces and distributed reasoning","physical_page":598,"printed_page":"586"},{"number":70,"title":"Approximate workspaces","part":"XII Relational workspaces and distributed reasoning","physical_page":605,"printed_page":"593"},{"number":71,"title":"Gauge invariance and abstract identity","part":"XII Relational workspaces and distributed reasoning","physical_page":614,"printed_page":"602"},{"number":72,"title":"Dynamic workspace theory","part":"XII Relational workspaces and distributed reasoning","physical_page":618,"printed_page":"606"},{"number":73,"title":"Relational irreducibility","part":"XII Relational workspaces and distributed reasoning","physical_page":623,"printed_page":"611"},{"number":74,"title":"Causal efficacy and reentry","part":"XII Relational workspaces and distributed reasoning","physical_page":627,"printed_page":"615"},{"number":75,"title":"Formal workspace definition","part":"XII Relational workspaces and distributed reasoning","physical_page":631,"printed_page":"619"},{"number":76,"title":"Persistence","part":"XII Relational workspaces and distributed reasoning","physical_page":633,"printed_page":"621"},{"number":77,"title":"Reconstruction and resilience","part":"XII Relational workspaces and distributed reasoning","physical_page":638,"printed_page":"626"},{"number":78,"title":"Identity through time and replacement","part":"XII Relational workspaces and distributed reasoning","physical_page":644,"printed_page":"632"},{"number":79,"title":"Gluing and workspaces of workspaces","part":"XII Relational workspaces and distributed reasoning","physical_page":650,"printed_page":"638"},{"number":80,"title":"Scaffolded and endogenous formation","part":"XII Relational workspaces and distributed reasoning","physical_page":662,"printed_page":"650"},{"number":81,"title":"Boundary formation and stability","part":"XII Relational workspaces and distributed reasoning","physical_page":669,"printed_page":"657"},{"number":82,"title":"Agency, counterfactual control, and self-maintenance","part":"XII Relational workspaces and distributed reasoning","physical_page":673,"printed_page":"661"},{"number":83,"title":"Decomposition, coarse-graining, and robust relationality","part":"XII Relational workspaces and distributed reasoning","physical_page":685,"printed_page":"673"},{"number":84,"title":"Specification robustness, identifiability, and statistical certification","part":"XII Relational workspaces and distributed reasoning","physical_page":692,"printed_page":"680"},{"number":85,"title":"Summary of main results","part":"XII Relational workspaces and distributed reasoning","physical_page":704,"printed_page":"692"},{"number":86,"title":"Conjectures and open mathematical directions","part":"XII Relational workspaces and distributed reasoning","physical_page":712,"printed_page":"700"},{"number":87,"title":"Empirical certification and reporting protocol","part":"XII Relational workspaces and distributed reasoning","physical_page":716,"printed_page":"704"},{"number":88,"title":"Integrated worked examples and case studies","part":"XII Relational workspaces and distributed reasoning","physical_page":726,"printed_page":"714"},{"number":89,"title":"Relation to prior work","part":"XII Relational workspaces and distributed reasoning","physical_page":743,"printed_page":"731"},{"number":90,"title":"Theory hierarchy","part":"XII Relational workspaces and distributed reasoning","physical_page":760,"printed_page":"748"},{"number":91,"title":"Unified formulation","part":"XII Relational workspaces and distributed reasoning","physical_page":762,"printed_page":"750"},{"number":92,"title":"Discussion, limitations, and philosophical consequences","part":"XII Relational workspaces and distributed reasoning","physical_page":763,"printed_page":"751"},{"number":93,"title":"Realization and abstraction","part":"XIII Machine societies and accountable organization","physical_page":770,"printed_page":"758"},{"number":94,"title":"Institutions and collective choice","part":"XIII Machine societies and accountable organization","physical_page":787,"printed_page":"775"},{"number":95,"title":"Continuity, compatibility, and knowledge","part":"XIII Machine societies and accountable organization","physical_page":815,"printed_page":"803"},{"number":96,"title":"Authority and joint feasibility","part":"XIII Machine societies and accountable organization","physical_page":839,"printed_page":"827"},{"number":97,"title":"Accountability and the limits of persistence","part":"XIII Machine societies and accountable organization","physical_page":855,"printed_page":"843"}],"assets":{"pdf":{"filename":"Machine_Native_Reasoning_v1.0.0.pdf","bytes":5302881,"sha256":"92f4a6aa03d0c9e5ef6bc5e9c24026090f3b3d9280576cf5d87c4f906ecc5e14","parts":[{"path":"publication/mnr-synchronized/v1.0.0/parts/pdf-001.bin","bytes":524288,"sha256":"c4babd7d311d779511e1397afe377b6e3410b982d04972081c74518c0b5cf580"},{"path":"publication/mnr-synchronized/v1.0.0/parts/pdf-002.bin","bytes":524288,"sha256":"70ace955be30f4028d6d9b9244c333200550d0a4c0e2845eeb392e1cadf805d3"},{"path":"publication/mnr-synchronized/v1.0.0/parts/pdf-003.bin","bytes":524288,"sha256":"591309ecbc73af654b239f304abcfa027a18900fd94b96a78179abe5deea07f7"},{"path":"publication/mnr-synchronized/v1.0.0/parts/pdf-004.bin","bytes":524288,"sha256":"806b3b0071bf0d0778c85ec71c78b7330d9f54abe1090f00af78fa48883df622"},{"path":"publication/mnr-synchronized/v1.0.0/parts/pdf-005.bin","bytes":524288,"sha256":"7425942781898a5e4c55a10c3658d8adc35cc4321e74387e941d0beec1fabb72"},{"path":"publication/mnr-synchronized/v1.0.0/parts/pdf-006.bin","bytes":524288,"sha256":"24061d5cd505446c469d87dddee8e0042bfaee43698a84fb5016b8a83870c5e2"},{"path":"publication/mnr-synchronized/v1.0.0/parts/pdf-007.bin","bytes":524288,"sha256":"225a471565777cce8a25476926bb495cef0311af9b8ae55428048df97ecf3894"},{"path":"publication/mnr-synchronized/v1.0.0/parts/pdf-008.bin","bytes":524288,"sha256":"81c1a591f43ed42cae58ae07e4979ed96006b9765abfe957bd3ee64cd6b87bbb"},{"path":"publication/mnr-synchronized/v1.0.0/parts/pdf-009.bin","bytes":524288,"sha256":"517c1c76c806d5db5b395b3c282bddc56880ba32e7ecdf6eaedddc8c55f89f3d"},{"path":"publication/mnr-synchronized/v1.0.0/parts/pdf-010.bin","bytes":524288,"sha256":"ed1f768c0c4f63243ee0cc70c92c9150e9a7b3b524cf30d58e6aa053bbd6e063"},{"path":"publication/mnr-synchronized/v1.0.0/parts/pdf-011.bin","bytes":60001,"sha256":"25f18afa47884aff67801ef72d1fe4a7bfe2db8e14d4a74167fce3db5cd37b61"}]},"source":{"filename":"Machine_Native_Reasoning_v1.0.0_Source.zip","bytes":2797634,"sha256":"0a6b6120f3fd4900529ef696c49030fe621532695edfc68de6d83e16d5169c09","parts":[{"path":"publication/mnr-synchronized/v1.0.0/parts/source-001.bin","bytes":524288,"sha256":"aed60fb495c889b7ac5b30c3aea0293a6d078d97fa349123278f03fa2267416b"},{"path":"publication/mnr-synchronized/v1.0.0/parts/source-002.bin","bytes":524288,"sha256":"7c17377ec2f70a75c7975dfe0420a186eb9d31e3eb2a674ac309dd36a5fc23c8"},{"path":"publication/mnr-synchronized/v1.0.0/parts/source-003.bin","bytes":524288,"sha256":"37ab586c6eeaa1fcb8323dbdc6dfe6ec0f71dee64693b83cee226122240ec5fd"},{"path":"publication/mnr-synchronized/v1.0.0/parts/source-004.bin","bytes":524288,"sha256":"f60e0c4ff8a7f1af980025b0cb6e9b14825f45e8dbbadf5a46d3db712383a5c2"},{"path":"publication/mnr-synchronized/v1.0.0/parts/source-005.bin","bytes":524288,"sha256":"9b93b3d703f37099bedfe4af2d7af18a7a7c17b4a9d698fca4fdcf970c1e8f98"},{"path":"publication/mnr-synchronized/v1.0.0/parts/source-006.bin","bytes":176194,"sha256":"bd8a3a931cd7300c2c4fe0fdcd3701b28603ed62eb5d703c71f0b608ac1e0114"}]}},"revision":"13c5e7243e0945f18e8f5d18ff050cbab16f152b","delivery":"verified-browser-download-from-pinned-github-parts","delivery_script":"assets/machine-native-reasoning-download.mjs","delivery_script_sha256":"6098fafa3d84700da8dccc28746e4524d9fc0ea7699ae2bf000adbe605cb816b","publication_manifest":"publication/mnr-synchronized/v1.0.0/RELEASE.json","publication_manifest_sha256":"16c53909b18b0eb4d4801e2a9b320a1b13599265cfff02ea1b2292bc77f7ea15","original_tex_archive_recovered":false,"new_lean_execution":false,"new_proof_review":false,"edition":"mnr-synchronized-v1.0.0","version":"1.0.0","tag":"mnr-reconstructed-v1.0.0","historical_record":"documents/mnr-reconstructed-2026-11-04.json","historical_pdf_reader":"read/research-machine-native-reasoning-wider/book-2026-11-04.html","release_url":"https://github.com/KomorebiP/Operation-KOMOREBI/releases/tag/mnr-reconstructed-v1.0.0","bridge_self_review":"https://github.com/KomorebiP/Operation-KOMOREBI/blob/13c5e7243e0945f18e8f5d18ff050cbab16f152b/publication/mnr-synchronized/v1.0.0/BRIDGE_SELF_REVIEW.json","bridge_review_kind":"focused self-review; seven integration interfaces; not an independent whole-book audit","html_reading":{"index":"read/research-machine-native-reasoning-wider/reconstructed-edition.html","pages":121,"chapters":97,"manifest":"publication/mnr-html-reading/2026-11-04/SYNCHRONIZED_READING.json","edition":"mnr-synchronized-v1.0.0","proofreading_record":"publication/mnr-html-reading/2026-11-04/proofread/FINAL_REVIEW.json","math_expressions":16476,"new_proof_audit":false}}
