{
  "schemaVersion": "deck-intelligence.v1",
  "id": "019dd923-622c-750b-8b97-fa4654863f10",
  "slug": "9b2f1378c067",
  "title": "Vishay Precision Group (VPG)",
  "subtitle": "Citron Research · 2025-04",
  "author": "Citron Research",
  "date": "2025-04-01 00:00:00",
  "pageCount": 4,
  "kind": "research-note",
  "orientation": "portrait",
  "aspectRatio": 0.77272725,
  "targetCompany": "Vishay Precision Group",
  "targetTicker": "VPG",
  "document": {
    "id": "019dd923-622c-750b-8b97-fa4654863f10",
    "slug": "9b2f1378c067",
    "title": "Vishay Precision Group (VPG)",
    "rawTitle": "Long Vishay Precision Group",
    "authorId": "52_Citron_Research",
    "authorName": "Citron Research",
    "authorDisplay": "Citron Research",
    "kind": {
      "slug": "research-note",
      "label": "Research note"
    },
    "sourceType": {
      "slug": "short_seller",
      "label": "Short seller"
    },
    "fileName": "2025-04-Citron-Research-Long-Vishay-Precision-Group.pdf",
    "sourceUrl": "www.citronresearch.com",
    "sourceDate": "2023-01-01 00:00:00",
    "presentationDate": "2025-04-01 00:00:00",
    "ingestedAt": "2026-04-22 20:22:26+00",
    "status": "ready",
    "pageCount": 4,
    "orientation": "portrait",
    "aspectRatio": 0.77272725,
    "targetCompany": "Vishay Precision Group",
    "targetTicker": "VPG",
    "metadata": {
      "local_root": "/tmp/legacy-images/9b2f1378c067",
      "activist_firm": "Citron Research",
      "origin_corpus": "contrarian",
      "extraction_seconds": 70.11498236656189
    }
  },
  "coverage": {
    "pageCount": 4,
    "pagesIndexed": 4,
    "pagesWithImages": 4,
    "pagesWithMetadata": 4,
    "imageCoveragePct": 100,
    "metadataCoveragePct": 100,
    "componentCount": 22,
    "chartCount": 0,
    "metricSlides": 0,
    "toolMatches": 1,
    "documentToolMatches": 0,
    "frameworkMatches": 2,
    "arcMatches": 1,
    "beatMatches": 3,
    "loopMatches": 1,
    "patternMatches": 0,
    "storymakersMatch": false,
    "scoreAvailable": false,
    "reviewAvailable": false,
    "activistThesisAvailable": true,
    "pitchdeckMetadataAvailable": false,
    "pitchdeckProfileAvailable": false
  },
  "blocks": [],
  "matches": {
    "arcs": [
      {
        "arc": {
          "name": "The Sequoia Pitch",
          "slug": "sequoia-pitch",
          "status": "active",
          "bestFor": "Investor pitches, Series A/B, board presentations",
          "canonId": "019dd956-5e69-75a7-a0a4-895ac1bc0444",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "Problem -> Solution -> Why Now -> Market Size -> Competition -> Product -> Business Model -> Team -> Financials -> The Ask",
          "description": null,
          "familyLabel": null,
          "categoryName": "Strategy & Business",
          "categorySlug": "strategy-business"
        },
        "matchId": "46bba78c-46f9-4e8f-be7c-449ee723dd0e",
        "evidence": "The document follows a clear and concise structure, similar to a Sequoia Pitch, presenting a problem, solution, and growth potential.",
        "isPrimary": true,
        "confidence": 0.8,
        "extraction": {
          "at": "2026-07-16 21:59:24.644703+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": "doc-narrative-v1"
        }
      }
    ],
    "beats": [
      {
        "to": 1,
        "arc": {
          "name": "The Sequoia Pitch",
          "slug": "sequoia-pitch",
          "status": "active",
          "bestFor": "Investor pitches, Series A/B, board presentations",
          "canonId": "019dd956-5e69-75a7-a0a4-895ac1bc0444",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "Problem -> Solution -> Why Now -> Market Size -> Competition -> Product -> Business Model -> Team -> Financials -> The Ask",
          "description": null,
          "familyLabel": null,
          "categoryName": "Strategy & Business",
          "categorySlug": "strategy-business"
        },
        "from": 1,
        "name": "Problem",
        "beatId": "d8923f87-87b3-460d-9fbb-9bc5747621f6",
        "matchId": "46bba78c-46f9-4e8f-be7c-449ee723dd0e",
        "beatType": {
          "name": "Problem",
          "slug": "sequoia-pitch-problem",
          "status": "active",
          "canonId": "019dd9b8-1ed4-767b-8e05-40e733bd2311",
          "version": 1,
          "description": null
        },
        "evidence": "The first slide presents the thesis headline, highlighting VPG's role in Tesla's Optimus humanoid robot.",
        "position": 0,
        "isPrimaryArc": true,
        "parentBeatType": {
          "name": "Complication",
          "slug": "complication",
          "status": "active",
          "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579",
          "version": 1,
          "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs."
        },
        "alignedBlockIds": null,
        "matchConfidence": 0.8
      },
      {
        "to": 2,
        "arc": {
          "name": "The Sequoia Pitch",
          "slug": "sequoia-pitch",
          "status": "active",
          "bestFor": "Investor pitches, Series A/B, board presentations",
          "canonId": "019dd956-5e69-75a7-a0a4-895ac1bc0444",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "Problem -> Solution -> Why Now -> Market Size -> Competition -> Product -> Business Model -> Team -> Financials -> The Ask",
          "description": null,
          "familyLabel": null,
          "categoryName": "Strategy & Business",
          "categorySlug": "strategy-business"
        },
        "from": 2,
        "name": "Solution",
        "beatId": "6417bd75-f337-4d43-a8a4-a7286d1cf62b",
        "matchId": "46bba78c-46f9-4e8f-be7c-449ee723dd0e",
        "beatType": {
          "name": "Solution",
          "slug": "sequoia-pitch-solution",
          "status": "active",
          "canonId": "019dd9b8-1fb1-71d9-a260-07738d7f9c2f",
          "version": 1,
          "description": null
        },
        "evidence": "The second slide presents VPG's positioning for significant revenue growth from the humanoid robotics sector.",
        "position": 1,
        "isPrimaryArc": true,
        "parentBeatType": {
          "name": "Turn",
          "slug": "turn",
          "status": "active",
          "canonId": "019dd9b8-0396-702b-ac2f-9901f8dd8b54",
          "version": 1,
          "description": "The pivot — solution proposed, catalyst introduced, decision made. Common (15/20 arcs) but not universal: Triple-take, AIDA, PAS, Voyage-return and Pixar substitute it with a strong reflection or development beat."
        },
        "alignedBlockIds": null,
        "matchConfidence": 0.8
      },
      {
        "to": 3,
        "arc": {
          "name": "The Sequoia Pitch",
          "slug": "sequoia-pitch",
          "status": "active",
          "bestFor": "Investor pitches, Series A/B, board presentations",
          "canonId": "019dd956-5e69-75a7-a0a4-895ac1bc0444",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "Problem -> Solution -> Why Now -> Market Size -> Competition -> Product -> Business Model -> Team -> Financials -> The Ask",
          "description": null,
          "familyLabel": null,
          "categoryName": "Strategy & Business",
          "categorySlug": "strategy-business"
        },
        "from": 3,
        "name": "Evidence",
        "beatId": "280bc231-734a-45cf-834a-36b017600bbd",
        "matchId": "46bba78c-46f9-4e8f-be7c-449ee723dd0e",
        "beatType": {
          "name": "Evidence",
          "slug": "evidence",
          "status": "active",
          "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a",
          "version": 1,
          "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development."
        },
        "evidence": "The third slide provides appendix disclosure, supporting VPG's growth potential tied to Tesla's robotics ambitions.",
        "position": 2,
        "isPrimaryArc": true,
        "parentBeatType": null,
        "alignedBlockIds": null,
        "matchConfidence": 0.8
      }
    ],
    "loops": [
      {
        "to": 3,
        "from": 1,
        "loop": {
          "name": "27_cost_of_inaction",
          "slug": "27-cost-of-inaction",
          "status": "active",
          "bestFor": "Urgent budget requests, compliance, risk mitigation",
          "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
          "description": "Quantify what happens if the audience does nothing",
          "familyLabel": null,
          "categoryName": "Urgency",
          "categorySlug": "urgency"
        },
        "matchId": "bb7ed3eb-2d58-463f-a888-ac401a7e001d",
        "evidence": "The document implies that not investing in VPG could result in missed growth opportunities.",
        "position": 0,
        "objective": "Highlight the cost of not investing in VPG given its growth potential",
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 21:59:24.890432+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": "doc-narrative-v1"
        }
      }
    ],
    "tools": [
      {
        "tool": {
          "name": "Storytelling: audience calibration",
          "slug": "audience",
          "status": "active",
          "bestFor": null,
          "canonId": "019df269-23ea-723a-87c0-af1d78d702d2",
          "version": 1,
          "bodyDocId": "019df269-23c5-72ec-8b94-78fc1da7b656",
          "description": "The same thesis, written for four different audiences, produces four",
          "familyLabel": "narrative-block",
          "categoryName": "Narrative & Transformation",
          "categorySlug": "narrative-transformation"
        },
        "agent": "storyteller",
        "layer": "slide",
        "agents": [
          "storyteller"
        ],
        "matchId": "7066951d-6a91-4879-b163-1c23b2d84205",
        "evidence": "Wall Street loves big names and clear announcements—Tesla, NVIDIA, and Figure Robotics get all the headlines.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 22:59:45.759511+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 3,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      }
    ],
    "frameworks": [
      {
        "matchId": "bfbc0366-a82c-49cf-8606-b08225e46d1e",
        "evidence": "Connecting the dots between VPG earnings call breadcrumbs and Tesla's production timelines.",
        "framework": null,
        "confidence": 0.85,
        "extraction": {
          "at": "2026-05-02 20:45:32.977+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 1,
        "frameworkName": "causal-chain"
      },
      {
        "matchId": "68bd6564-6bcb-4135-93bb-f70acabe1061",
        "evidence": "The slide attempts to expose a market blind spot regarding VPG's revenue sources.",
        "framework": null,
        "confidence": 0.8,
        "extraction": {
          "at": "2026-05-02 20:45:33.712+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 2,
        "frameworkName": "fraud-exposure"
      }
    ],
    "patterns": []
  },
  "storymakers": null,
  "score": null,
  "review": null,
  "activistThesis": {
    "tone": "analytical",
    "notes": "Atypical Citron piece: a LONG recommendation rather than the firm's signature short-seller fraud exposure. Thesis is essentially detective work — connecting earnings-call language about an unnamed humanoid customer to Tesla's Optimus timeline. No author named beyond 'Citron Research'. Format is a 4-page Word/PDF memo with embedded screenshots (a sensor-sourcing transcript snippet and a LinkedIn post from Vishay's Micro-Measurements unit referencing Figure AI), not a designed deck. Pages 3-4 are largely boilerplate disclaimer.",
    "kpisCited": [
      {
        "detail": "Approximately $300M",
        "metric": "Market capitalization"
      },
      {
        "detail": "24x",
        "metric": "P/E ratio"
      },
      {
        "detail": "1x",
        "metric": "Price/Sales"
      },
      {
        "detail": "8.5x",
        "metric": "EV/EBITDA"
      },
      {
        "detail": "0.9x",
        "metric": "Price/Book"
      },
      {
        "detail": "$25M+",
        "metric": "Net cash"
      },
      {
        "detail": "Consistently positive",
        "metric": "Free cash flow"
      }
    ],
    "closingAsk": "Long Vishay Precision Group (VPG): the Tesla Optimus trade Wall Street completely missed.",
    "extraction": {
      "at": "2026-04-22 20:22:26+00",
      "model": "unknown-legacy",
      "runId": null,
      "seconds": 70.11498,
      "promptVersion": null
    },
    "scqaReward": "At a $300M market cap, P/E 24x, EV/EBITDA 8.5x, P/B 0.9x with $25M+ net cash and consistent free cash flow, the stock screams undervalued and offers asymmetric upside as Optimus-driven revenue materializes.",
    "thesisTypes": [
      "undervaluation",
      "multiple_rerating"
    ],
    "top3Reasons": [
      "VPG quietly supplies precision sensors to Tesla's Optimus humanoid robot program",
      "Earnings-call breadcrumbs and timeline match Tesla's Optimus Gen 2 ramp exactly",
      "$300M market cap at 8.5x EV/EBITDA, 0.9x book ignores Tesla-driven growth"
    ],
    "scqaSituation": "Vishay Precision Group is a small-cap precision-sensor supplier spun out of Vishay Intertechnology, making the force/torque measurement technology essential for the dexterous manipulation tasks at the heart of humanoid robotics.",
    "thesisSummary": "Citron Research argues that Vishay Precision Group (NYSE: VPG), a niche provider of precision measurement and force/torque sensing technologies spun off from Vishay Intertechnology, is the undisclosed humanoid-robot customer behind Tesla's Optimus program. CEO Ziv Shoshani's earnings-call breadcrumbs — a November 2023 design win with a humanoid maker in 'beta phase,' followed by Tesla's Optimus Gen 2 unveil one month later, and August 2024 commentary about thousands of robots in 2025 — line up exactly with Musk's public Optimus timeline. A second humanoid customer is hinted at, plausibly Figure AI. With a $300M market cap, P/E 24x, EV/EBITDA 8.5x, P/B 0.9x, $25M+ net cash, and consistent free cash flow, Citron sees deep-value and asymmetric upside as the Tesla connection becomes visible.",
    "primaryDemands": [],
    "scqaResolution": "Citron recommends going long VPG as the overlooked picks-and-shovels Tesla Optimus play, betting the Tesla connection — and a likely second humanoid customer such as Figure AI — becomes visible to the market.",
    "thesisOneLiner": "VPG is the unnoticed picks-and-shovels supplier of precision sensors to Tesla's Optimus humanoid program; at $300M market cap and 0.9x book, Wall Street has completely missed the asymmetric upside.",
    "precedentsCited": [],
    "scqaComplication": "Confidentiality agreements prevent VPG from naming its customer, so Wall Street has missed that the 'leading humanoid robot developer' design win disclosed since late 2023 lines up almost perfectly with Tesla's Optimus Gen 2 ramp.",
    "narrativeInterest": 3,
    "notableSlidePages": [
      1,
      2,
      3
    ],
    "peerCompaniesCited": [
      "Tesla",
      "Figure AI",
      "NVIDIA"
    ],
    "valuationFrameworks": [
      "multiple_comparison"
    ],
    "visualCraftInterest": 1
  },
  "pitchdeck": {
    "metadata": null,
    "profile": null
  },
  "slides": [
    {
      "page": 1,
      "type": "setup",
      "title": "The slide uses a 'connecting the dots' narrative structure to link VPG's design wins to Tesla's product roadmap.",
      "function": "frame_situation",
      "imagePath": "https://imgproxy.kitesheet.com/5mnTNvrDN3m1t_-0t9gpY7jqAzsj8wNNIpXtDsPerfI/rs:fit:1200:1200:0/q:82/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy85YjJmMTM3OGMwNjcvcDAwMS5wbmc",
      "rawType": "thesis_headline",
      "block": null,
      "metadata": {
        "slideType": "thesis_headline",
        "slideTypeCanon": {
          "name": "Thesis headline",
          "slug": "thesis_headline",
          "status": "active",
          "canonId": "019de52d-073a-70cb-b9f6-772a597bb5af",
          "version": 1,
          "description": null
        },
        "function": "frame_situation",
        "functionCanon": {
          "name": "Frame situation",
          "slug": "frame_situation",
          "status": "active",
          "canonId": "019de52d-17bc-718f-8752-05ef2b72d7b3",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 43,
        "componentCount": 7,
        "textChars": 915,
        "nDataPoints": 0,
        "notes": "The slide uses a 'connecting the dots' narrative structure to link VPG's design wins to Tesla's product roadmap.",
        "elementsJson": [
          "headline_text",
          "photo",
          "paragraph",
          "bullet_list",
          "footnote"
        ],
        "confidence": 0.95,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:45:32.977+00",
          "seconds": 2.711,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b97-fa4654863f10/1",
        "deck": "/decks/019dd923-622c-750b-8b97-fa4654863f10",
        "deckAnchor": "/decks/019dd923-622c-750b-8b97-fa4654863f10#slide-1",
        "deckJson": "/decks/019dd923-622c-750b-8b97-fa4654863f10.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Yet, remarkably, the market seems oblivious to Vishay Precision Group (VPG), the critical \"picks-and-shovels\" supplier quietly powering Tesla's ambitious humanoid plans.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:26:47+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd953-203e-77ad-a69e-c490bece231e",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.3,
            "x": 0.35,
            "y": 0.16
          },
          "kind": "image",
          "text": "Images of a robotic hand and a humanoid robot.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Illustration",
              "slug": "illustration",
              "status": "active",
              "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "illustration",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:45:32.977+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7885fc77-9c71-4408-83a6-79dae1682bf1",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.8,
            "x": 0.1,
            "y": 0.75
          },
          "kind": "list",
          "text": "Timeline evidence linking VPG's design wins to Tesla's Optimus Gen 2 and production targets.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:45:32.977+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ac85bff1-e4a4-407d-9fa0-b599c29df7ab",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.8,
            "x": 0.1,
            "y": 0.28
          },
          "kind": "paragraph",
          "text": "Recently Musk's pronouncements that Tesla's future is really in robotics, not EVs. Humanoid robots may be a trillion-dollar market.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:45:32.977+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5a5b57b7-9e4b-45a4-91be-02943ae3ff4b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.8,
            "x": 0.1,
            "y": 0.38
          },
          "kind": "paragraph",
          "text": "Humanoid robots are no longer science fiction—they're Silicon Valley's next gold rush. Tesla CEO Elon Musk has repeatedly emphasized the scale of Tesla's Optimus humanoid project, claiming it will overshadow everything else Tesla has built.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:45:32.977+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a8b03975-f6ab-4b71-902f-99b6445cc5d4",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.06,
            "w": 0.8,
            "x": 0.1,
            "y": 0.52
          },
          "kind": "paragraph",
          "text": "VPG, spun off from Vishay Intertechnology, is a niche provider of precision measurement and sensing technologies crucial for robotic precision tasks.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:45:32.977+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e1139f1d-a765-4358-8c32-42ac89f11608",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.8,
            "x": 0.1,
            "y": 0.08
          },
          "kind": "title",
          "text": "Citron Research Long Vishay Precision Group (NYSE: VPG):, The Hidden Tesla Optimus Play.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:45:32.977+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "274573ff-eb12-4e8d-8e47-18fff7882d62",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "bfbc0366-a82c-49cf-8606-b08225e46d1e",
          "evidence": "Connecting the dots between VPG earnings call breadcrumbs and Tesla's production timelines.",
          "framework": null,
          "confidence": 0.85,
          "extraction": {
            "at": "2026-05-02 20:45:32.977+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 1,
          "frameworkName": "causal-chain"
        }
      ],
      "arcBeats": [
        {
          "to": 1,
          "arc": {
            "name": "The Sequoia Pitch",
            "slug": "sequoia-pitch",
            "status": "active",
            "bestFor": "Investor pitches, Series A/B, board presentations",
            "canonId": "019dd956-5e69-75a7-a0a4-895ac1bc0444",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem -> Solution -> Why Now -> Market Size -> Competition -> Product -> Business Model -> Team -> Financials -> The Ask",
            "description": null,
            "familyLabel": null
          },
          "from": 1,
          "name": "Problem",
          "beatId": "d8923f87-87b3-460d-9fbb-9bc5747621f6",
          "matchId": "46bba78c-46f9-4e8f-be7c-449ee723dd0e",
          "beatType": {
            "name": "Problem",
            "slug": "sequoia-pitch-problem",
            "status": "active",
            "canonId": "019dd9b8-1ed4-767b-8e05-40e733bd2311",
            "version": 1,
            "description": null
          },
          "evidence": "The first slide presents the thesis headline, highlighting VPG's role in Tesla's Optimus humanoid robot.",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Complication",
            "slug": "complication",
            "status": "active",
            "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579",
            "version": 1,
            "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 3,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "bb7ed3eb-2d58-463f-a888-ac401a7e001d",
          "evidence": "The document implies that not investing in VPG could result in missed growth opportunities.",
          "position": 0,
          "objective": "Highlight the cost of not investing in VPG given its growth potential",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:59:24.890432+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "thumbSrc": "https://imgproxy.kitesheet.com/co9iBiQrnygu788oaSJJMlkk4--LVonDhY6-5zMrQkM/rs:fit:480:480:0/q:78/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy85YjJmMTM3OGMwNjcvcDAwMS5wbmc",
      "imagePathAlt": "https://imgproxy.kitesheet.com/MXk1RFq10lTN27jCDgXrAkVKOxhDbtIx1EzYXlGjH-U/rs:fit:1200:1200:0/q:82/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy85YjJmMTM3OGMwNjcvcDAwMS5qcGc",
      "thumbSrcAlt": "https://imgproxy.kitesheet.com/WVh_QdgpzjoisZr9NbyTzCSZGAFReJ4KWRp9UEGbVm4/rs:fit:480:480:0/q:78/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy85YjJmMTM3OGMwNjcvcDAwMS5qcGc"
    },
    {
      "page": 2,
      "type": "tension",
      "title": "Includes a screenshot of a LinkedIn post by Brett Adcock regarding Figure AI.",
      "function": "expose_contradiction",
      "rawType": "thesis_headline",
      "block": null,
      "metadata": {
        "slideType": "thesis_headline",
        "slideTypeCanon": {
          "name": "Thesis headline",
          "slug": "thesis_headline",
          "status": "active",
          "canonId": "019de52d-073a-70cb-b9f6-772a597bb5af",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 24,
        "componentCount": 5,
        "textChars": 699,
        "nDataPoints": 0,
        "notes": "Includes a screenshot of a LinkedIn post by Brett Adcock regarding Figure AI.",
        "elementsJson": [
          "headline_text",
          "paragraph",
          "quote_block",
          "screenshot"
        ],
        "confidence": 0.95,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:45:33.712+00",
          "seconds": 3.357,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b97-fa4654863f10/2",
        "deck": "/decks/019dd923-622c-750b-8b97-fa4654863f10",
        "deckAnchor": "/decks/019dd923-622c-750b-8b97-fa4654863f10#slide-2",
        "deckJson": "/decks/019dd923-622c-750b-8b97-fa4654863f10.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.55,
            "w": 0.78,
            "x": 0.11,
            "y": 0.31
          },
          "kind": "image",
          "text": "LinkedIn post from Micro-Measurements/Vishay and Brett Adcock",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Screenshot",
              "slug": "screenshot",
              "status": "active",
              "canonId": "019de52c-fd87-7509-8391-3d79fb339379",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "screenshot",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:45:33.712+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "42d7924b-c070-4579-ae0e-c2fba1edd54c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.78,
            "x": 0.11,
            "y": 0.24
          },
          "kind": "paragraph",
          "text": "So, if we deduce the first could be Tesla, who is the second? Just yesterday Vishay retweeted (if that is still a word) a post from Brett Adcock from Figure Robotics backed by Nvidia, Bezos...et all....",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:45:33.712+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "3c8e93e2-1cf3-4038-9186-3eb1f555e054",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.78,
            "x": 0.11,
            "y": 0.15
          },
          "kind": "paragraph",
          "text": "It Gets Better!!! On the conference call we hear... For advanced sensors, we continued our progress with a project with a leading developer of humanoid robots and are now in discussion with the second maker of such robots.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:45:33.712+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a1a4dbf0-d927-413a-b9d6-a5e46e79233c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.06,
            "w": 0.78,
            "x": 0.11,
            "y": 0.08
          },
          "kind": "title",
          "text": "The evidence is conclusive: VPG is not only supplying Tesla Optimus but expects substantial revenues from this ramp-up, revenue currently invisible to the market due to confidentiality.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:45:33.712+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "47423207-600a-403d-b113-c9f79ede5908",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.3,
            "x": 0.11,
            "y": 0.87
          },
          "kind": "title",
          "text": "Why Wall Street Has Missed It",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Subtitle",
              "slug": "subtitle",
              "status": "active",
              "canonId": "019de52c-fb09-739d-900c-815b0d9ac526",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "subtitle",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:45:33.712+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "df9c775b-61d8-43e9-a1e7-e1e7c716355a",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "68bd6564-6bcb-4135-93bb-f70acabe1061",
          "evidence": "The slide attempts to expose a market blind spot regarding VPG's revenue sources.",
          "framework": null,
          "confidence": 0.8,
          "extraction": {
            "at": "2026-05-02 20:45:33.712+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 2,
          "frameworkName": "fraud-exposure"
        }
      ],
      "arcBeats": [
        {
          "to": 2,
          "arc": {
            "name": "The Sequoia Pitch",
            "slug": "sequoia-pitch",
            "status": "active",
            "bestFor": "Investor pitches, Series A/B, board presentations",
            "canonId": "019dd956-5e69-75a7-a0a4-895ac1bc0444",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem -> Solution -> Why Now -> Market Size -> Competition -> Product -> Business Model -> Team -> Financials -> The Ask",
            "description": null,
            "familyLabel": null
          },
          "from": 2,
          "name": "Solution",
          "beatId": "6417bd75-f337-4d43-a8a4-a7286d1cf62b",
          "matchId": "46bba78c-46f9-4e8f-be7c-449ee723dd0e",
          "beatType": {
            "name": "Solution",
            "slug": "sequoia-pitch-solution",
            "status": "active",
            "canonId": "019dd9b8-1fb1-71d9-a260-07738d7f9c2f",
            "version": 1,
            "description": null
          },
          "evidence": "The second slide presents VPG's positioning for significant revenue growth from the humanoid robotics sector.",
          "position": 1,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Turn",
            "slug": "turn",
            "status": "active",
            "canonId": "019dd9b8-0396-702b-ac2f-9901f8dd8b54",
            "version": 1,
            "description": "The pivot — solution proposed, catalyst introduced, decision made. Common (15/20 arcs) but not universal: Triple-take, AIDA, PAS, Voyage-return and Pixar substitute it with a strong reflection or development beat."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 3,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "bb7ed3eb-2d58-463f-a888-ac401a7e001d",
          "evidence": "The document implies that not investing in VPG could result in missed growth opportunities.",
          "position": 0,
          "objective": "Highlight the cost of not investing in VPG given its growth potential",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:59:24.890432+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 3,
      "type": "setup",
      "title": "The slide functions as a summary/conclusion page for a Citron Research report, including a financial snapshot and mandatory legal disclosures.",
      "function": "summarize",
      "rawType": "appendix_disclosure",
      "block": null,
      "metadata": {
        "slideType": "appendix_disclosure",
        "slideTypeCanon": {
          "name": "Appendix disclosure",
          "slug": "appendix_disclosure",
          "status": "active",
          "canonId": "019de52d-07b2-7549-8e8b-932a19f6e616",
          "version": 1,
          "description": null
        },
        "function": "summarize",
        "functionCanon": {
          "name": "Summarize",
          "slug": "summarize",
          "status": "active",
          "canonId": "019de52d-1541-704f-b86f-bf7b75056373",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 47,
        "componentCount": 7,
        "textChars": 786,
        "nDataPoints": 6,
        "notes": "The slide functions as a summary/conclusion page for a Citron Research report, including a financial snapshot and mandatory legal disclosures.",
        "elementsJson": [
          "paragraph",
          "bullet_list"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:45:36.271+00",
          "seconds": 5.856,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b97-fa4654863f10/3",
        "deck": "/decks/019dd923-622c-750b-8b97-fa4654863f10",
        "deckAnchor": "/decks/019dd923-622c-750b-8b97-fa4654863f10#slide-3",
        "deckJson": "/decks/019dd923-622c-750b-8b97-fa4654863f10.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "These metrics scream \"undervalued,\" especially with upcoming Tesla-driven growth.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:26:48+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd953-203e-77ad-a69f-1cd76798a606",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.3,
            "w": 0.76,
            "x": 0.12,
            "y": 0.61
          },
          "kind": "disclaimer",
          "text": "These reports have been prepared by Citron Research. All reports are for informational purposes only and presented \"as is\" with no warranty of any kind...",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Disclaimer",
              "slug": "disclaimer",
              "status": "active",
              "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc",
              "version": 1,
              "description": "Legal/cautionary text that occupies most of the body of its slide."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:45:36.271+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e55fac95-b263-4e4b-876d-c70b5fcbcb1c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.3,
            "x": 0.15,
            "y": 0.23
          },
          "kind": "list",
          "text": "P/E: 24x; Price/Sales: 1x; EV/EBITDA: 8.5x; Price/Book: 0.9x; Net Cash: $25M+; Consistently Free Cash Flow Positive",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:45:36.271+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "9e43ea72-d50b-4342-9f60-7ca89c8a667c",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "P/E: 24x",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:26:48+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd953-203e-77ad-a69f-202032a0af17",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.06,
            "w": 0.76,
            "x": 0.12,
            "y": 0.09
          },
          "kind": "paragraph",
          "text": "Wall Street loves big names and clear announcements—Tesla, NVIDIA, and Figure Robotics get all the headlines. Meanwhile, VPG operates in obscurity, with confidentiality restricting direct customer disclosure.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:45:36.271+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "3ab7dd71-de6b-455a-afad-9d80bc660195",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.76,
            "x": 0.12,
            "y": 0.41
          },
          "kind": "paragraph",
          "text": "Citron believes the market is missing a clear Tesla-driven growth story in Vishay Precision Group. The current $300M market cap severely undervalues the near-term growth trajectory and long-term potential.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:45:36.271+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5497d81d-afe3-4b53-b1a4-2707976aa202",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.25,
            "x": 0.12,
            "y": 0.04
          },
          "kind": "title",
          "text": "Citron Research",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:45:36.271+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5ffc371d-9a32-4d01-8061-f7db2a2c39e3",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Storytelling: audience calibration",
            "slug": "audience",
            "status": "active",
            "bestFor": null,
            "canonId": "019df269-23ea-723a-87c0-af1d78d702d2",
            "version": 1,
            "bodyDocId": "019df269-23c5-72ec-8b94-78fc1da7b656",
            "description": "The same thesis, written for four different audiences, produces four",
            "familyLabel": "narrative-block",
            "categoryName": "Narrative & Transformation",
            "categorySlug": "narrative-transformation"
          },
          "agent": "storyteller",
          "layer": "slide",
          "agents": [
            "storyteller"
          ],
          "matchId": "7066951d-6a91-4879-b163-1c23b2d84205",
          "evidence": "Wall Street loves big names and clear announcements—Tesla, NVIDIA, and Figure Robotics get all the headlines.",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:59:45.759511+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 3,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 3,
          "arc": {
            "name": "The Sequoia Pitch",
            "slug": "sequoia-pitch",
            "status": "active",
            "bestFor": "Investor pitches, Series A/B, board presentations",
            "canonId": "019dd956-5e69-75a7-a0a4-895ac1bc0444",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem -> Solution -> Why Now -> Market Size -> Competition -> Product -> Business Model -> Team -> Financials -> The Ask",
            "description": null,
            "familyLabel": null
          },
          "from": 3,
          "name": "Evidence",
          "beatId": "280bc231-734a-45cf-834a-36b017600bbd",
          "matchId": "46bba78c-46f9-4e8f-be7c-449ee723dd0e",
          "beatType": {
            "name": "Evidence",
            "slug": "evidence",
            "status": "active",
            "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a",
            "version": 1,
            "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development."
          },
          "evidence": "The third slide provides appendix disclosure, supporting VPG's growth potential tied to Tesla's robotics ambitions.",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 3,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "bb7ed3eb-2d58-463f-a888-ac401a7e001d",
          "evidence": "The document implies that not investing in VPG could result in missed growth opportunities.",
          "position": 0,
          "objective": "Highlight the cost of not investing in VPG given its growth potential",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:59:24.890432+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 4,
      "type": "setup",
      "title": "This is a full-page legal text block.",
      "function": "other",
      "rawType": "disclaimer",
      "block": null,
      "metadata": {
        "slideType": "disclaimer",
        "slideTypeCanon": {
          "name": "Disclaimer",
          "slug": "disclaimer",
          "status": "active",
          "canonId": "019de52d-0801-727b-b98a-5ed095aeee78",
          "version": 1,
          "description": null
        },
        "function": "other",
        "functionCanon": {
          "name": "Other (fallback)",
          "slug": "other",
          "status": "active",
          "canonId": "019de52d-15e1-75bc-99dc-07732380e2ce",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 9,
        "componentCount": 3,
        "textChars": 248,
        "nDataPoints": 0,
        "notes": "This is a full-page legal text block.",
        "elementsJson": [
          "paragraph"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:45:32.566+00",
          "seconds": 2.059,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b97-fa4654863f10/4",
        "deck": "/decks/019dd923-622c-750b-8b97-fa4654863f10",
        "deckAnchor": "/decks/019dd923-622c-750b-8b97-fa4654863f10#slide-4",
        "deckJson": "/decks/019dd923-622c-750b-8b97-fa4654863f10.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.85,
            "w": 0.76,
            "x": 0.12,
            "y": 0.09
          },
          "kind": "disclaimer",
          "text": "Full legal terms of use, liability limitations, and disclosure of potential conflicts of interest regarding Citron Research reports.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Disclaimer",
              "slug": "disclaimer",
              "status": "active",
              "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc",
              "version": 1,
              "description": "Legal/cautionary text that occupies most of the body of its slide."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:45:32.566+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "1e011c47-5ec0-44b4-8dbf-0592dbd0d8f4",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.25,
            "x": 0.12,
            "y": 0.03
          },
          "kind": "image",
          "text": "Citron Research",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Logo",
              "slug": "logo",
              "status": "active",
              "canonId": "019de52c-fdaf-743d-94c4-d7c6a0e55302",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "logo",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:45:32.566+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "09cea821-cc55-466e-ae89-d7ed837c1a2c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.54,
            "x": 0.23,
            "y": 0.97
          },
          "kind": "source-note",
          "text": "© Copyright 2023 | Citron Research | www.citronresearch.com | All Inquiries - info@citronresearch.com",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:45:32.566+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "01c9f96a-3d53-49b0-aaf6-a63dd191441e",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    }
  ],
  "arcBeats": [
    {
      "from": 1,
      "to": 1,
      "label": "Problem",
      "description": "The first slide presents the thesis headline, highlighting VPG's role in Tesla's Optimus humanoid robot."
    },
    {
      "from": 2,
      "to": 2,
      "label": "Solution",
      "description": "The second slide presents VPG's positioning for significant revenue growth from the humanoid robotics sector."
    },
    {
      "from": 3,
      "to": 3,
      "label": "Evidence",
      "description": "The third slide provides appendix disclosure, supporting VPG's growth potential tied to Tesla's robotics ambitions."
    }
  ],
  "loops": [
    {
      "from": 1,
      "to": 3,
      "label": "Cost Of Inaction",
      "description": "Highlight the cost of not investing in VPG given its growth potential"
    }
  ]
}