{
  "kind": "framework",
  "value": "human-in-the-loop",
  "collectionKey": "slides:framework:human-in-the-loop:all-document-kinds:all-producers:all-orientations",
  "filters": {
    "documentKinds": [],
    "sourceTypes": [],
    "orientations": []
  },
  "total": 6,
  "page": 1,
  "pageSize": 24,
  "pageCount": 1,
  "rows": [
    {
      "docId": "019dd923-5e88-73ef-bd5e-164a6fb27ba9",
      "docSlug": "1420f7eff28e00b5",
      "documentTitle": "2025 Andrej Karpathy YC School presentation",
      "authorId": "misc",
      "authorName": "Andrej Karpathy",
      "documentKindSlug": "consulting-deck",
      "documentKindLabel": "Consulting deck",
      "sourceTypeSlug": "independent_analyst",
      "sourceTypeLabel": "Independent analyst",
      "presentationDate": null,
      "orientation": "landscape",
      "aspectRatio": 1.777,
      "pageNumber": 61,
      "slideType": "other",
      "function": "present_framework",
      "notes": "The diagram uses a circular flow to represent the human-AI loop, with specific annotations for optimizing each phase.",
      "imagePath": null,
      "matchCount": 1,
      "evidence": "Circular diagram showing interaction between Human and AI",
      "slideHref": "/slides/019dd923-5e88-73ef-bd5e-164a6fb27ba9/61",
      "deckHref": "/decks/019dd923-5e88-73ef-bd5e-164a6fb27ba9",
      "deckAnchorHref": "/decks/019dd923-5e88-73ef-bd5e-164a6fb27ba9#slide-61",
      "loopMatches": [],
      "arcBeatMatches": [],
      "imagePathAlt": null,
      "thumbSrc": null,
      "thumbSrcAlt": null,
      "locked": true
    },
    {
      "docId": "019dd923-5ca1-7489-b634-3527080d77c4",
      "docSlug": "573a51ac713ccb49",
      "documentTitle": "ChatGPT AI Disruption Viewpoint",
      "authorId": "ArthurDLittle",
      "authorName": "Arthur D. Little",
      "documentKindSlug": "consulting-deck",
      "documentKindLabel": "Consulting deck",
      "sourceTypeSlug": "strategy_consulting",
      "sourceTypeLabel": "Strategy consulting",
      "presentationDate": null,
      "orientation": "portrait",
      "aspectRatio": 0.707,
      "pageNumber": 7,
      "slideType": "appendix_methodology",
      "function": "present_framework",
      "notes": "The slide outlines a prompt-engineering and iterative feedback loop process.",
      "imagePath": null,
      "matchCount": 1,
      "evidence": "The slide describes an iterative process of human feedback and AI generation.",
      "slideHref": "/slides/019dd923-5ca1-7489-b634-3527080d77c4/7",
      "deckHref": "/decks/019dd923-5ca1-7489-b634-3527080d77c4",
      "deckAnchorHref": "/decks/019dd923-5ca1-7489-b634-3527080d77c4#slide-7",
      "loopMatches": [],
      "arcBeatMatches": [
        {
          "to": 8,
          "from": 7,
          "beatId": "019dd95a-0682-776c-8e37-bd1c0347a84c",
          "arcName": "The Triple Take",
          "arcSlug": "triple-take",
          "beatName": "The Action (Now What)",
          "beatSlug": "triple-take-the-action-now-what",
          "evidence": "Meta on human-AI process then conclusion CTA: 'continuously adapt, clear AI strategy'.",
          "position": 3,
          "confidence": 70,
          "parentBeatName": "Resolution",
          "parentBeatSlug": "resolution"
        },
        {
          "to": 7,
          "from": 7,
          "beatId": "019dd95a-0682-776c-8e37-c8272b881b88",
          "arcName": "The Consultant's Gambit",
          "arcSlug": "consultants-gambit",
          "beatName": "Solution & Approach",
          "beatSlug": "consultants-gambit-solution-approach",
          "evidence": "Implicit human-AI augmentation model demonstrated.",
          "position": 3,
          "confidence": 45,
          "parentBeatName": "Turn",
          "parentBeatSlug": "turn"
        },
        {
          "to": 7,
          "from": 7,
          "beatId": "019dd95a-0682-776c-8e37-cdad61910df1",
          "arcName": "The Consultant's Gambit",
          "arcSlug": "consultants-gambit",
          "beatName": "Evidence & Proof",
          "beatSlug": "consultants-gambit-evidence-proof",
          "evidence": "11-step process showing the article itself was co-written.",
          "position": 4,
          "confidence": 45,
          "parentBeatName": "Evidence",
          "parentBeatSlug": "evidence"
        }
      ],
      "imagePathAlt": null,
      "thumbSrc": null,
      "thumbSrcAlt": null,
      "locked": true
    },
    {
      "docId": "019f6b8f-1773-72df-85f1-63761dd5317b",
      "docSlug": "jarvis-eximius-ventures-just-an-agent-away-an-ai-thesis",
      "documentTitle": "Eximius Ventures Just an Agent Away An AI Thesis",
      "authorId": "eximius-ventures-just-an-agent-away-an-ai-thesis",
      "authorName": null,
      "documentKindSlug": "deck",
      "documentKindLabel": "Deck",
      "sourceTypeSlug": "investor_relations",
      "sourceTypeLabel": "Investor relations",
      "presentationDate": null,
      "orientation": null,
      "aspectRatio": null,
      "pageNumber": 14,
      "slideType": "section_divider",
      "function": "establish_context",
      "notes": "The slide contains two distinct sections of text: a continuation from a previous page and the start of Section 8.",
      "imagePath": null,
      "matchCount": 1,
      "evidence": "The slide explicitly discusses the transition to human operators for edge cases and low-confidence scenarios.",
      "slideHref": "/slides/019f6b8f-1773-72df-85f1-63761dd5317b/14",
      "deckHref": "/decks/019f6b8f-1773-72df-85f1-63761dd5317b",
      "deckAnchorHref": "/decks/019f6b8f-1773-72df-85f1-63761dd5317b#slide-14",
      "loopMatches": [
        {
          "to": 14,
          "from": 12,
          "name": "David Goliath",
          "slug": "16-david-goliath",
          "bestFor": "Startups, disruptive innovation, competitive displacement",
          "matchId": "6e00d55d-2a8d-4e92-80fc-262ead3b82d2",
          "evidence": "The deck uses a David vs Goliath loop to discuss competitive advantages.",
          "position": 1,
          "objective": "David vs Goliath",
          "structure": "The Giant's Weakness -> Our Slingshot (Unique Edge) -> The Topple",
          "confidence": 0.6,
          "description": "Frame your initiative as the nimble underdog taking on a slow, bloated incumbent"
        }
      ],
      "arcBeatMatches": [
        {
          "to": 14,
          "from": 10,
          "beatId": "ce87619c-a994-4799-8082-67d8578a9702",
          "arcName": "The Sparkline",
          "arcSlug": "sparkline",
          "beatName": "What Could Be",
          "beatSlug": "sparkline-what-could-be-4",
          "evidence": "The deck discusses strategic moats across application domains.",
          "position": 2,
          "confidence": 0.8,
          "parentBeatName": "Turn",
          "parentBeatSlug": "turn"
        }
      ],
      "imagePathAlt": null,
      "thumbSrc": null,
      "thumbSrcAlt": null,
      "locked": true
    },
    {
      "docId": "019dd923-5fec-763b-95d0-3b63c8a5747a",
      "docSlug": "bi-9b319a14b6a4d78a",
      "documentTitle": "Fintech Decimal used this pitch deck to raise a $9 million seed round",
      "authorId": "Pitchdecks",
      "authorName": "Decimal",
      "documentKindSlug": "pitchdeck",
      "documentKindLabel": "Pitch deck",
      "sourceTypeSlug": "strategy_consulting",
      "sourceTypeLabel": "Strategy consulting",
      "presentationDate": null,
      "orientation": "landscape",
      "aspectRatio": 1.79,
      "pageNumber": 5,
      "slideType": "solution",
      "function": "present_solution",
      "notes": "Uses a Venn-like diagram structure to combine two distinct components into one solution.",
      "imagePath": null,
      "matchCount": 1,
      "evidence": "Explicitly stated as a core component of the solution.",
      "slideHref": "/slides/019dd923-5fec-763b-95d0-3b63c8a5747a/5",
      "deckHref": "/decks/019dd923-5fec-763b-95d0-3b63c8a5747a",
      "deckAnchorHref": "/decks/019dd923-5fec-763b-95d0-3b63c8a5747a#slide-5",
      "loopMatches": [
        {
          "to": 5,
          "from": 2,
          "name": "Cost Of Inaction",
          "slug": "27-cost-of-inaction",
          "bestFor": "Urgent budget requests, compliance, risk mitigation",
          "matchId": "9dac46cb-e044-4da5-adbc-62a392bd77fa",
          "evidence": "Problem statement and solution presentation",
          "position": 0,
          "objective": "Highlight the cost of not solving accounting operations",
          "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
          "confidence": 0.6,
          "description": "Quantify what happens if the audience does nothing"
        }
      ],
      "arcBeatMatches": [
        {
          "to": 5,
          "from": 3,
          "beatId": "3e4012e6-0163-4f5f-b8cb-5a5f755ab8d5",
          "arcName": "Problem-Agitate-Solution",
          "arcSlug": "problem-agitate-solution",
          "beatName": "Solution",
          "beatSlug": "problem-agitate-solution-solution-provide-relief",
          "evidence": "Presentation of the solution",
          "position": 1,
          "confidence": 0.8,
          "parentBeatName": "Resolution",
          "parentBeatSlug": "resolution"
        }
      ],
      "imagePathAlt": null,
      "thumbSrc": null,
      "thumbSrcAlt": null,
      "locked": true
    },
    {
      "docId": "019dd923-605c-759f-b6b0-033e50036d36",
      "docSlug": "bi-a82afea83c38d4c8",
      "documentTitle": "Pitch deck that landed Carta Healthcare a $25 million Series B round",
      "authorId": "Pitchdecks",
      "authorName": "Carta Healthcare",
      "documentKindSlug": "pitchdeck",
      "documentKindLabel": "Pitch deck",
      "sourceTypeSlug": "strategy_consulting",
      "sourceTypeLabel": "Strategy consulting",
      "presentationDate": null,
      "orientation": "landscape",
      "aspectRatio": 1.779,
      "pageNumber": 13,
      "slideType": "solution",
      "function": "present_solution",
      "notes": "Uses a circular diagram to segment the roles of the human-computer team.",
      "imagePath": null,
      "matchCount": 1,
      "evidence": "The slide explicitly describes a 'Human-Computer Team' workflow.",
      "slideHref": "/slides/019dd923-605c-759f-b6b0-033e50036d36/13",
      "deckHref": "/decks/019dd923-605c-759f-b6b0-033e50036d36",
      "deckAnchorHref": "/decks/019dd923-605c-759f-b6b0-033e50036d36#slide-13",
      "loopMatches": [],
      "arcBeatMatches": [
        {
          "to": 13,
          "from": 11,
          "beatId": "de049346-7cfe-4446-92f2-b9188e795707",
          "arcName": "Problem-Agitate-Solution",
          "arcSlug": "problem-agitate-solution",
          "beatName": "Solution",
          "beatSlug": "problem-agitate-solution-solution-provide-relief",
          "evidence": "Slides 11-13 present Carta Healthcare's solution and its benefits.",
          "position": 2,
          "confidence": 0.9,
          "parentBeatName": "Resolution",
          "parentBeatSlug": "resolution"
        }
      ],
      "imagePathAlt": null,
      "thumbSrc": null,
      "thumbSrcAlt": null,
      "locked": true
    },
    {
      "docId": "019dd923-5f69-752d-a9b7-9b572aef1b8d",
      "docSlug": "QByJanEPVGZSjQFgAyhk",
      "documentTitle": "We got an exclusive look at the pitch deck AI startup Kili Technology used to raise $25 million to clean up messy data",
      "authorId": "Pitchdecks",
      "authorName": "Kili Technology",
      "documentKindSlug": "pitchdeck",
      "documentKindLabel": "Pitch deck",
      "sourceTypeSlug": "strategy_consulting",
      "sourceTypeLabel": "Strategy consulting",
      "presentationDate": null,
      "orientation": "landscape",
      "aspectRatio": 1.33,
      "pageNumber": 6,
      "slideType": "solution",
      "function": "present_solution",
      "notes": "The slide uses a process flow diagram to illustrate the orchestration of AI production.",
      "imagePath": null,
      "matchCount": 1,
      "evidence": "Explicitly labeled in the diagram flow",
      "slideHref": "/slides/019dd923-5f69-752d-a9b7-9b572aef1b8d/6",
      "deckHref": "/decks/019dd923-5f69-752d-a9b7-9b572aef1b8d",
      "deckAnchorHref": "/decks/019dd923-5f69-752d-a9b7-9b572aef1b8d#slide-6",
      "loopMatches": [
        {
          "to": 6,
          "from": 2,
          "name": "Cost Of Inaction",
          "slug": "27-cost-of-inaction",
          "bestFor": "Urgent budget requests, compliance, risk mitigation",
          "matchId": "f8fcc917-6c1d-4ce3-af79-db57902e5dc6",
          "evidence": "Poor data quality hinders AI performance, Kili Technology's platform solves this problem",
          "position": 0,
          "objective": "Highlight the cost of not solving the data quality problem",
          "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
          "confidence": 0.7,
          "description": "Quantify what happens if the audience does nothing"
        }
      ],
      "arcBeatMatches": [
        {
          "to": 6,
          "from": 6,
          "beatId": "7e1d6f81-8129-4ccc-89b3-47bbcfd3d576",
          "arcName": "Problem-Agitate-Solution",
          "arcSlug": "problem-agitate-solution",
          "beatName": "Solution",
          "beatSlug": "problem-agitate-solution-solution-provide-relief",
          "evidence": "ONE PLATFORM TO ORCHESTRATE AI IN PRODUCTION",
          "position": 2,
          "confidence": 0.8,
          "parentBeatName": "Resolution",
          "parentBeatSlug": "resolution"
        }
      ],
      "imagePathAlt": null,
      "thumbSrc": null,
      "thumbSrcAlt": null,
      "locked": true
    }
  ]
}