{
  "asset_id": "social-2150877-0a5d86fecb75",
  "type": "social-draft-pack",
  "revision": "2026-11-09",
  "hash": "0a5d86fecb75b61c3784ee16646fec97114ee2a06af604b19ce59d3d7d1206a4",
  "paper": "risk-on-off",
  "source_doc_ref": "SSRN:2150877",
  "source_hash": "e7a4b30973d60ccdf3a99143ce362cd202afff75d435cb3f87d3994afed1c5de",
  "title": "Ten assets can still be one big bet.",
  "status": "draft",
  "disclosure": "AI-generated educational explanation; synthetic or reconstructed models; no investment recommendations.",
  "format": {
    "video": "9:16 MP4, H.264 + AAC",
    "thumbnail": "PNG",
    "captions": "SRT or VTT"
  },
  "narration": "A long list of holdings can hide a common exposure. In this paper companion, rotate a covariance matrix into its principal components. Then compare how much portfolio variance comes from each component. Equal component contributions give three effective bets in our three-mode example. These are synthetic experiments: the result depends on your covariance assumptions. Open The Risk Observatory and change the inputs yourself.",
  "shots": [
    {
      "seconds": "0–4",
      "view": "#overview",
      "cue": "Show the holdings-to-hidden-bets illustration."
    },
    {
      "seconds": "4–14",
      "view": "#components",
      "cue": "Switch from asset weights to component risk contributions."
    },
    {
      "seconds": "14–26",
      "view": "#concentration",
      "cue": "Compare concentrated and equal component risk; show effective bets."
    },
    {
      "seconds": "26–35",
      "view": "#stress",
      "cue": "Change one mode's volatility and end on the source-linked limitation."
    }
  ],
  "carousel": [
    "Ten assets ≠ ten independent bets",
    "A covariance matrix contains shared exposures",
    "Principal components reveal uncorrelated directions",
    "Variance contributions show where the risk sits",
    "The result depends on the estimated covariance",
    "Try the free interactive paper companion"
  ],
  "channels": {
    "tiktok": {
      "caption": "Ten assets can still be one big bet. Explore the free interactive companion to Managing Risks in a Risk-On/Risk-Off Environment. #QuantFinance #PortfolioRisk #FinanceEducation",
      "cta": "Open the free paper experiment. Continue with an optional related course.",
      "url": "https://thepaperobservatory.com/risk-on-off/?utm_source=tiktok&utm_medium=organic-social&utm_campaign=risk-on-off&utm_content=concept-01"
    },
    "instagram": {
      "caption": "Ten assets can still be one big bet. Explore the free interactive companion to Managing Risks in a Risk-On/Risk-Off Environment. #QuantFinance #PortfolioRisk #FinanceEducation",
      "cta": "Open the free paper experiment. Continue with an optional related course.",
      "url": "https://thepaperobservatory.com/risk-on-off/?utm_source=instagram&utm_medium=organic-social&utm_campaign=risk-on-off&utm_content=concept-01"
    },
    "youtube": {
      "caption": "Ten assets can still be one big bet. Explore the free interactive companion to Managing Risks in a Risk-On/Risk-Off Environment. #QuantFinance #PortfolioRisk #FinanceEducation",
      "cta": "Open the free paper experiment. Continue with an optional related course.",
      "url": "https://thepaperobservatory.com/risk-on-off/?utm_source=youtube&utm_medium=organic-social&utm_campaign=risk-on-off&utm_content=concept-01"
    },
    "linkedin": {
      "caption": "Ten assets can still be one big bet. Explore the free interactive companion to Managing Risks in a Risk-On/Risk-Off Environment. #QuantFinance #PortfolioRisk #FinanceEducation",
      "cta": "Open the free paper experiment. Continue with an optional related course.",
      "url": "https://thepaperobservatory.com/risk-on-off/?utm_source=linkedin&utm_medium=organic-social&utm_campaign=risk-on-off&utm_content=concept-01"
    }
  },
  "publication": "Not posted. Review the source claims and captions before publishing through the owner's account."
}