{"schemaVersion":"thingdaddy.learning-course/1.0","title":"Physical AI deep dive","governance":{"scope":"Anonymous educational course; private source examples require their existing authorization","referenceKind":"educational-content-locator-not-gs1-identity","sourcePackageSha256":"b06ee255d0943a048511092595db4b98281b9b761d1910d19e6c3dba82591d94","demonstrationPrefix":"0614141","assignmentState":"demo_non_issued","companyAuthorityEvidence":null,"identifierIssuancePerformed":false,"physicalExecutionAuthorized":false,"scientificValidationPerformed":false,"cloudCommissioningPerformed":false,"modelWeightTrainingPerformed":false,"knowledgeCheckIsCertification":false,"learnerAnswersStoredOrSent":false,"privateCorpusRead":false,"sourceBooksModified":false,"registeredMcpToolsAdded":false},"bookCoverage":{"sourceLabel":"ThingDaddy book","sourceSha256":"71e6f7f572534c88a701043b60d5f3f842434a8880c34894eb4fe66177f68d9f","sourcePart":"word/document.xml","paginationVerified":false,"actualBodyHeading1Sections":30,"numberedChaptersPresent":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,20,21,22,23,24],"missingBodyChapters":[17,18,19],"absentBodyAppendices":["A","B","C","D","E","F","G"],"gaps":["The supplied body jumps from Chapter 16 to Chapter 20. Chapters 17–19 are not reconstructed from the contents list.","Appendices A–G listed in the contents are not present as supplied body sections; no appendix content is invented.","The six Chapter 20 Heading1 subsections are separate reading stops, not six additional numbered chapters. Section 20.7 is included in the 20.6 stop.","Source locators are exact OOXML addresses. Rendered page numbers are unknown and not used as citations.","Original company examples, private paths, protected implementation mechanisms and unsupported scale, patent, pricing and performance claims are excluded from public teaching."],"sections":[{"lessonNumber":"3001","section":"Foreword","title":"Foreword · Why the physical world needs context","headingPointer":"/w:document/w:body/w:p[208]","sourcePointers":["/w:document/w:body/w:p[208]","/w:document/w:body/w:p[211]","/w:document/w:body/w:p[213]","/w:document/w:body/w:p[219]"],"classification":"design_principle"},{"lessonNumber":"3002","section":"Prologue","title":"Prologue · Integration heritage without losing meaning","headingPointer":"/w:document/w:body/w:p[221]","sourcePointers":["/w:document/w:body/w:p[221]","/w:document/w:body/w:p[225]","/w:document/w:body/w:p[229]","/w:document/w:body/w:p[235]","/w:document/w:body/w:p[243]","/w:document/w:body/w:p[246]","/w:document/w:body/w:p[248]","/w:document/w:body/w:p[252]"],"classification":"author_history"},{"lessonNumber":"3003","section":"Identity preface","title":"Identity preface · Standards, carriers and exact keys","headingPointer":"/w:document/w:body/w:p[254]","sourcePointers":["/w:document/w:body/w:p[254]","/w:document/w:body/w:p[255]","/w:document/w:body/w:p[260]","/w:document/w:body/w:tbl[2]","/w:document/w:body/w:tbl[3]","/w:document/w:body/w:p[274]"],"classification":"design_principle"},{"lessonNumber":"3004","section":"Chapter 1","title":"Chapter 1 · From an object record to participation","headingPointer":"/w:document/w:body/w:p[282]","sourcePointers":["/w:document/w:body/w:p[282]","/w:document/w:body/w:p[285]","/w:document/w:body/w:p[289]","/w:document/w:body/w:p[294]","/w:document/w:body/w:tbl[4]","/w:document/w:body/w:p[303]","/w:document/w:body/w:p[313]"],"classification":"design_principle"},{"lessonNumber":"3005","section":"Chapter 2","title":"Chapter 2 · Sensing as a contextual event","headingPointer":"/w:document/w:body/w:p[317]","sourcePointers":["/w:document/w:body/w:p[317]","/w:document/w:body/w:p[320]","/w:document/w:body/w:p[322]","/w:document/w:body/w:p[334]","/w:document/w:body/w:p[337]","/w:document/w:body/w:p[338]","/w:document/w:body/w:p[339]","/w:document/w:body/w:p[340]","/w:document/w:body/w:p[343]"],"classification":"author_history"},{"lessonNumber":"3006","section":"Chapter 3","title":"Chapter 3 · Context beyond the registry","headingPointer":"/w:document/w:body/w:p[351]","sourcePointers":["/w:document/w:body/w:p[351]","/w:document/w:body/w:p[352]","/w:document/w:body/w:p[356]","/w:document/w:body/w:tbl[5]","/w:document/w:body/w:p[361]","/w:document/w:body/w:p[363]","/w:document/w:body/w:p[365]","/w:document/w:body/w:p[368]","/w:document/w:body/w:p[371]"],"classification":"design_principle"},{"lessonNumber":"3007","section":"Chapter 4","title":"Chapter 4 · Local operation and shared memory","headingPointer":"/w:document/w:body/w:p[379]","sourcePointers":["/w:document/w:body/w:p[379]","/w:document/w:body/w:p[382]","/w:document/w:body/w:p[385]","/w:document/w:body/w:p[393]","/w:document/w:body/w:p[397]","/w:document/w:body/w:p[401]","/w:document/w:body/w:p[405]","/w:document/w:body/w:p[409]","/w:document/w:body/w:tbl[7]","/w:document/w:body/w:p[412]"],"classification":"future_vision"},{"lessonNumber":"3008","section":"Chapter 5","title":"Chapter 5 · Design, model and physical unit","headingPointer":"/w:document/w:body/w:p[420]","sourcePointers":["/w:document/w:body/w:p[420]","/w:document/w:body/w:p[421]","/w:document/w:body/w:p[423]","/w:document/w:body/w:p[427]","/w:document/w:body/w:p[428]","/w:document/w:body/w:p[429]","/w:document/w:body/w:tbl[8]"],"classification":"future_vision"},{"lessonNumber":"3009","section":"Chapter 6","title":"Chapter 6 · Commercial records without identity replacement","headingPointer":"/w:document/w:body/w:p[436]","sourcePointers":["/w:document/w:body/w:p[436]","/w:document/w:body/w:p[439]","/w:document/w:body/w:tbl[9]","/w:document/w:body/w:p[444]","/w:document/w:body/w:p[445]","/w:document/w:body/w:p[447]","/w:document/w:body/w:p[450]","/w:document/w:body/w:p[453]"],"classification":"future_vision"},{"lessonNumber":"3010","section":"Chapter 7","title":"Chapter 7 · Remote monitoring needs governed scope","headingPointer":"/w:document/w:body/w:p[461]","sourcePointers":["/w:document/w:body/w:p[461]","/w:document/w:body/w:p[468]","/w:document/w:body/w:tbl[10]","/w:document/w:body/w:p[470]","/w:document/w:body/w:p[477]","/w:document/w:body/w:p[480]","/w:document/w:body/w:p[483]"],"classification":"future_vision"},{"lessonNumber":"3011","section":"Chapter 8","title":"Chapter 8 · Discovery starts with an observation","headingPointer":"/w:document/w:body/w:p[491]","sourcePointers":["/w:document/w:body/w:p[491]","/w:document/w:body/w:p[494]","/w:document/w:body/w:p[498]","/w:document/w:body/w:tbl[11]","/w:document/w:body/w:p[501]","/w:document/w:body/w:p[509]","/w:document/w:body/w:tbl[12]"],"classification":"future_vision"},{"lessonNumber":"3012","section":"Chapter 9","title":"Chapter 9 · Ground reasoning without pretending to know everything","headingPointer":"/w:document/w:body/w:p[519]","sourcePointers":["/w:document/w:body/w:p[519]","/w:document/w:body/w:p[522]","/w:document/w:body/w:p[525]","/w:document/w:body/w:p[526]","/w:document/w:body/w:p[527]","/w:document/w:body/w:p[528]","/w:document/w:body/w:p[529]","/w:document/w:body/w:p[530]","/w:document/w:body/w:p[534]","/w:document/w:body/w:p[536]"],"classification":"future_vision"},{"lessonNumber":"3013","section":"Chapter 10","title":"Chapter 10 · Participation across institutions","headingPointer":"/w:document/w:body/w:p[543]","sourcePointers":["/w:document/w:body/w:p[543]","/w:document/w:body/w:p[546]","/w:document/w:body/w:p[548]","/w:document/w:body/w:p[552]","/w:document/w:body/w:tbl[13]"],"classification":"future_vision"},{"lessonNumber":"3014","section":"Chapter 11","title":"Chapter 11 · Turn the civilization thesis into checkpoints","headingPointer":"/w:document/w:body/w:p[556]","sourcePointers":["/w:document/w:body/w:p[556]","/w:document/w:body/w:p[557]","/w:document/w:body/w:p[559]","/w:document/w:body/w:p[565]","/w:document/w:body/w:p[567]","/w:document/w:body/w:p[569]","/w:document/w:body/w:p[571]","/w:document/w:body/w:p[572]"],"classification":"design_principle"},{"lessonNumber":"3015","section":"Chapter 12","title":"Chapter 12 · A corpus about particular things","headingPointer":"/w:document/w:body/w:p[583]","sourcePointers":["/w:document/w:body/w:p[583]","/w:document/w:body/w:p[584]","/w:document/w:body/w:p[586]","/w:document/w:body/w:p[589]","/w:document/w:body/w:p[591]","/w:document/w:body/w:p[594]","/w:document/w:body/w:tbl[14]"],"classification":"future_vision"},{"lessonNumber":"3016","section":"Chapter 13","title":"Chapter 13 · From integration heritage to a reusable method","headingPointer":"/w:document/w:body/w:p[605]","sourcePointers":["/w:document/w:body/w:p[605]","/w:document/w:body/w:p[608]","/w:document/w:body/w:p[611]","/w:document/w:body/w:p[613]","/w:document/w:body/w:p[615]","/w:document/w:body/w:p[618]","/w:document/w:body/w:p[621]","/w:document/w:body/w:p[623]","/w:document/w:body/w:p[627]","/w:document/w:body/w:tbl[15]"],"classification":"author_history"},{"lessonNumber":"3017","section":"Chapter 14","title":"Chapter 14 · Plan customer value in service layers","headingPointer":"/w:document/w:body/w:p[633]","sourcePointers":["/w:document/w:body/w:p[633]","/w:document/w:body/w:p[636]","/w:document/w:body/w:p[638]","/w:document/w:body/w:tbl[16]","/w:document/w:body/w:p[640]","/w:document/w:body/w:p[641]","/w:document/w:body/w:tbl[17]"],"classification":"future_vision"},{"lessonNumber":"3018","section":"Chapter 15","title":"Chapter 15 · Methodology and responsible disclosure","headingPointer":"/w:document/w:body/w:p[646]","sourcePointers":["/w:document/w:body/w:p[646]","/w:document/w:body/w:p[647]","/w:document/w:body/w:p[649]","/w:document/w:body/w:p[653]"],"classification":"future_vision"},{"lessonNumber":"3019","section":"Chapter 16","title":"Chapter 16 · Relationships turn transactions into ecosystems","headingPointer":"/w:document/w:body/w:p[663]","sourcePointers":["/w:document/w:body/w:p[663]","/w:document/w:body/w:p[668]","/w:document/w:body/w:p[672]","/w:document/w:body/w:p[673]","/w:document/w:body/w:p[675]","/w:document/w:body/w:p[677]","/w:document/w:body/w:p[678]","/w:document/w:body/w:p[680]"],"classification":"future_vision"},{"lessonNumber":"3020","section":"Chapter 20","title":"Chapter 20 · A protocol is a concert of exact participants","headingPointer":"/w:document/w:body/w:p[690]","sourcePointers":["/w:document/w:body/w:p[690]","/w:document/w:body/w:p[693]","/w:document/w:body/w:p[695]","/w:document/w:body/w:p[697]","/w:document/w:body/w:p[699]","/w:document/w:body/w:p[701]"],"classification":"future_vision"},{"lessonNumber":"3021","section":"Chapter 20.1","title":"Chapter 20.1 · Medicine-making as evidence-linked stages","headingPointer":"/w:document/w:body/w:p[703]","sourcePointers":["/w:document/w:body/w:p[703]","/w:document/w:body/w:p[704]","/w:document/w:body/w:tbl[20]","/w:document/w:body/w:p[707]"],"classification":"future_vision"},{"lessonNumber":"3022","section":"Chapter 20.2","title":"Chapter 20.2 · Food provenance across transformation and hand-off","headingPointer":"/w:document/w:body/w:p[709]","sourcePointers":["/w:document/w:body/w:p[709]","/w:document/w:body/w:p[710]","/w:document/w:body/w:tbl[21]","/w:document/w:body/w:p[713]"],"classification":"future_vision"},{"lessonNumber":"3023","section":"Chapter 20.3","title":"Chapter 20.3 · Evidence questions without legal conclusions","headingPointer":"/w:document/w:body/w:p[715]","sourcePointers":["/w:document/w:body/w:p[715]","/w:document/w:body/w:p[716]","/w:document/w:body/w:p[718]","/w:document/w:body/w:p[720]","/w:document/w:body/w:tbl[22]","/w:document/w:body/w:p[723]"],"classification":"future_vision"},{"lessonNumber":"3024","section":"Chapter 20.4","title":"Chapter 20.4 · Assembly keeps component origins","headingPointer":"/w:document/w:body/w:p[725]","sourcePointers":["/w:document/w:body/w:p[725]","/w:document/w:body/w:p[726]","/w:document/w:body/w:tbl[23]","/w:document/w:body/w:p[729]"],"classification":"future_vision"},{"lessonNumber":"3025","section":"Chapter 20.5","title":"Chapter 20.5 · Healthcare context and selective disclosure","headingPointer":"/w:document/w:body/w:p[731]","sourcePointers":["/w:document/w:body/w:p[731]","/w:document/w:body/w:p[732]","/w:document/w:body/w:tbl[24]"],"classification":"future_vision"},{"lessonNumber":"3026","section":"Chapter 20.6 and 20.7","title":"Chapter 20.6–20.7 · One reading, several contextual meanings","headingPointer":"/w:document/w:body/w:p[735]","sourcePointers":["/w:document/w:body/w:p[735]","/w:document/w:body/w:p[736]","/w:document/w:body/w:p[738]","/w:document/w:body/w:tbl[25]","/w:document/w:body/w:p[741]","/w:document/w:body/w:p[743]","/w:document/w:body/w:p[745]","/w:document/w:body/w:p[746]","/w:document/w:body/w:p[751]","/w:document/w:body/w:p[753]","/w:document/w:body/w:tbl[26]","/w:document/w:body/w:p[756]"],"classification":"design_principle"},{"lessonNumber":"3027","section":"Chapter 21","title":"Chapter 21 · Reuse the method, not an untested promise","headingPointer":"/w:document/w:body/w:p[768]","sourcePointers":["/w:document/w:body/w:p[768]","/w:document/w:body/w:p[769]","/w:document/w:body/w:p[771]","/w:document/w:body/w:p[775]","/w:document/w:body/w:tbl[27]"],"classification":"future_vision"},{"lessonNumber":"3028","section":"Chapter 22","title":"Chapter 22 · Read the manual before proposing the driver","headingPointer":"/w:document/w:body/w:p[779]","sourcePointers":["/w:document/w:body/w:p[779]","/w:document/w:body/w:p[780]","/w:document/w:body/w:p[782]","/w:document/w:body/w:tbl[28]","/w:document/w:body/w:p[785]","/w:document/w:body/w:tbl[29]","/w:document/w:body/w:p[787]"],"classification":"design_principle"},{"lessonNumber":"3029","section":"Chapter 23","title":"Chapter 23 · Change one dimension and preserve the evidence","headingPointer":"/w:document/w:body/w:p[791]","sourcePointers":["/w:document/w:body/w:p[791]","/w:document/w:body/w:p[792]","/w:document/w:body/w:p[794]","/w:document/w:body/w:tbl[30]","/w:document/w:body/w:p[796]","/w:document/w:body/w:tbl[31]","/w:document/w:body/w:p[798]","/w:document/w:body/w:p[799]","/w:document/w:body/w:tbl[32]","/w:document/w:body/w:p[802]","/w:document/w:body/w:tbl[33]"],"classification":"future_vision"},{"lessonNumber":"3030","section":"Chapter 24","title":"Chapter 24 · The edge village needs local evidence and authority","headingPointer":"/w:document/w:body/w:p[806]","sourcePointers":["/w:document/w:body/w:p[806]","/w:document/w:body/w:p[807]","/w:document/w:body/w:p[809]","/w:document/w:body/w:p[811]","/w:document/w:body/w:p[814]","/w:document/w:body/w:p[816]","/w:document/w:body/w:p[818]","/w:document/w:body/w:p[820]","/w:document/w:body/w:p[822]","/w:document/w:body/w:tbl[34]","/w:document/w:body/w:p[826]","/w:document/w:body/w:p[828]"],"classification":"future_vision"}]},"surfaceCoverage":[{"routes":["/demo/verify"],"lessons":[],"scope":"Conditional one-time token gateway. Not a bare-page setup exercise; disabled or missing-token states remain explicit"},{"routes":["/","/introduction","/tour","/learn","/access","/resolve","/registry"],"lessons":["2021"],"scope":"Introduction and discovery; protected results require their existing account scope"},{"routes":["/thingsites/create","/demo/build","/demo","/demo/[slug]","/thing-demo/[slug]"],"lessons":["2022"],"scope":"Educational setup and handoff; the public course never allocates a prefix or grants access"},{"routes":["/blueprints","/universe"],"lessons":["2023"],"scope":"Protected library and atlas; inspect authorized model instances without copying private sources"},{"routes":["/thingsites/[slug]","/thingsites/[slug]/[pillar]","/pharma","/pharma/[ordinal]","/pharma/[ordinal]/[pillar]"],"lessons":["2024"],"scope":"Private source overview and five-pillar route templates; detailed named worked example stays protected"},{"routes":["/pillars/p1","/pillars/p2","/pillars/p3","/pillars/p4","/pillars/p5"],"lessons":["2001","2002","2003","2004","2005","2006","2007","2008","2009","2010","2011","2012","2013","2014","2015","2016","2017","2018","2019","2020"],"scope":"Detailed page and control lessons over the fixed anonymous package"},{"routes":["/demo/configure"],"lessons":["2025","2026"],"scope":"Protected browser-local proposal tool; no immutable server-save or execution claim"},{"routes":["/thingsites/[slug]/configure","/pharma/[ordinal]/configure"],"lessons":["2027"],"scope":"Authorized private source-bound save and history review; no public copy of its company record"},{"routes":["/pharma/[ordinal]/samples","/scenarios","/practice"],"lessons":["2028","2029"],"scope":"Separate protected synthetic fixtures and practice; not observations from the anonymous public composition"},{"routes":["/readiness"],"lessons":["2030"],"scope":"Readiness discussion; actual private operational dashboard remains governed"},{"routes":["/admin"],"lessons":[],"scope":"Internal administration reference only, not a client-learning exercise or authorization change"}],"lessons":[{"number":"2006","module":"p2","title":"Inspect material roles and retain missing lot evidence","goal":"Read the material/BOM list while preserving exact candidate instances, unknown quantities and distinct controls.","why":["Materials and controls are participants in a configuration, not decorative inventory.","A plausible reagent name does not establish a validated lot, expiry, dose or compatibility."],"model":["The public list contains eleven materials/BOM records. Most use sample SGTINs; the reusable rack uses GRAI.","quantity, lot and expiry are null. compatibilityState is unknown.","The positive control and no-template control are separate material-role records, not observed positive or negative measurements."],"steps":[{"action":"Open the BOM roles","control":"Materials & BOM","why":"Material instances need their own identities and evidence.","how":"Select Materials & BOM in P2. Inspect PCR plate, then compare it with Reusable rack.","expected":"The plate has an SGTIN candidate and the reusable rack a GRAI candidate; both are non-issued.","verify":"Record #/P2/bom/0 and #/P2/bom/10, without treating either name as compatibility proof."},{"action":"Keep the controls separate","control":"Search Materials & BOM","why":"A positive-control role and a no-template-control role cannot be merged.","how":"Search for control. Select Positive control and No-template control in turn and copy the full candidate urns into separate rows.","expected":"Two original records remain separately selectable, with different candidate IDs and original pointers.","verify":"Record #/P2/bom/6 and #/P2/bom/7; no measured signal or assay result is displayed."},{"action":"Inspect fields not promoted by the visible summary","control":"Download this source record","why":"Omitted summary fields must not become invented defaults.","how":"Download one control source record. Inspect quantity, lot, expiry and compatibilityState in its record object.","expected":"The first three values are null and compatibilityState is unknown.","verify":"Write unknown rather than zero, an empty lot string, a guessed expiry date or a default material quantity."},{"action":"Open the exact material context","control":"Open this exact record in P5","why":"The graph can expose how this material is referenced by protocol steps.","how":"From the selected control record open P5 and inspect its retained direct relationships. Read each relationship type and exact step destination/source.","expected":"P5 uses the exact SGTIN node and authored step-participant relationships.","verify":"Keep relationship provenance and unknown authority attached; do not convert references into an assay approval."}],"machine":{"pointers":["#/P2/bom/0","#/P2/bom/6","#/P2/bom/7","#/P2/bom/10"],"identifiers":["urn:epc:id:sgtin:0614141.000101.1","urn:epc:id:sgtin:0614141.000102.1","urn:epc:id:sgtin:0614141.000108.1","urn:epc:id:grai:0614141.00301.1"],"fields":["candidateIdentifier.urn","quantity","lot","expiry","compatibilityState","evidence"],"explanation":"The downloadable original record exposes null fields that the small UI summary does not render as measured values. Preserve explicit unknowns when building a downstream material requirement table."},"pitfalls":["A control role is not a control result.","Missing quantity is not zero quantity.","A rack and reaction-container label cannot establish fit, contamination control or physical compatibility."],"exercise":{"prompt":"Make a material readiness checklist for plate, rack and both controls.","deliverables":["Four exact identities with original source pointers.","Unknown quantity/lot/expiry and compatibility fields.","Specific evidence requests needed before a real site could select these materials."],"success":["Positive and no-template controls remain separate.","No missing value is invented.","The checklist is a design review, not scientific instructions or product-performance evidence."]},"question":{"prompt":"What does lot:null in a control record mean?","choices":[{"text":"Use any available lot because the material role is present.","explanation":"Incorrect. Role presence does not supply lot or approval evidence."},{"text":"The lot information is not supplied and must remain an explicit gap.","explanation":"Correct. Unknown data stays unknown until attributable evidence is added."},{"text":"The lot number is zero.","explanation":"Incorrect. Null is not a numeric zero or a physical lot identifier."}],"correctIndex":1},"screens":[{"title":"P2 materials/BOM and record export","href":"/pillars/p2#pillar-workspace"},{"title":"Positive-control graph context","href":"/pillars/p5?node=urn%3Aepc%3Aid%3Asgtin%3A0614141.000102.1&focus=context&from=%23%2FP2%2Fbom%2F6#pillar-workspace"}],"track":"site","references":[{"kind":"demo","label":"Anonymous public five-pillar fixture","href":"/api/demo/pillars","sha256":"b06ee255d0943a048511092595db4b98281b9b761d1910d19e6c3dba82591d94","classification":"fictional authored, non-issued, read-only"}],"sourceNotes":["Screen basis: the anonymous public educational fixture at /api/demo/pillars, namespace 0614141. No private company record is read by this course.","Pinned assessed package SHA-256: b06ee255d0943a048511092595db4b98281b9b761d1910d19e6c3dba82591d94. Its complete graph contains 329 nodes and 231 directed relationships; original excluded assertions remain separately retained provenance. Lesson locators are educational numbers, not issued GS1 keys.","Scope: fictional authored records, non-issued identity proposals, unknown authority, no physical command, assay validation, cloud deployment or execution authorization."],"lessonLocator":"/learn/deep-dive/2006","recordReference":"#/lessons/0","completeCourseReference":"/api/demo/learning-course?view=full#/lessons/9","referenceKind":"educational-content-locator-not-gs1-identity"}]}