{
  "generatedAt": "2026-10-22T01:47:05Z",
  "disclaimer": "Analysis and opinion, not investment advice.",
  "kind": "person",
  "slug": "aurelion-research",
  "name": "Aurelion Research",
  "role": null,
  "url": "https://deepstack.ltd/people/aurelion-research/",
  "api": "https://deepstack.ltd/api/v1/entities/people/aurelion-research.json",
  "summary": "Aurelion Research is named in 6 Parts of The Buildout, most recently Part 15: Oil Is the Headline. The Real Yield Is the Bill.. Argued in Part 8 (The spending pays), Part 11 (Funded, not forecast), Part 11 (Shipping is not earning), Part 11 (Voices that cross sides), Part 14 (The cash still covers it), Part 15 (Oil stays out of the core).",
  "parts": [
    {
      "part": 4,
      "headline": "AI Spending Has Met Its First Real Bill",
      "url": "https://deepstack.ltd/stories/the-market-stops-paying-for-faith/"
    },
    {
      "part": 8,
      "headline": "AI Lenders Are Financing the End of Scarcity",
      "url": "https://deepstack.ltd/stories/the-scarcity-is-the-collateral/"
    },
    {
      "part": 10,
      "headline": "The Bubble Is in the Denominator",
      "url": "https://deepstack.ltd/stories/the-bubble-is-in-the-denominator/"
    },
    {
      "part": 11,
      "headline": "The Backlog Is Not the Quarter",
      "url": "https://deepstack.ltd/stories/the-backlog-is-not-the-quarter/"
    },
    {
      "part": 14,
      "headline": "The Cash Arrives Unevenly",
      "url": "https://deepstack.ltd/stories/the-cash-arrives-unevenly/"
    },
    {
      "part": 15,
      "headline": "Oil Is the Headline. The Real Yield Is the Bill.",
      "url": "https://deepstack.ltd/stories/oil-is-the-headline-the-real-yield-is-the-bill/"
    }
  ],
  "numbers": [],
  "mentions": [
    {
      "part": 4,
      "section": "The tape picks winners",
      "excerpt": "Aurelion Research measures the fragility in expectations.",
      "url": "https://deepstack.ltd/stories/the-market-stops-paying-for-faith/"
    },
    {
      "part": 8,
      "section": "Who writes the checks",
      "excerpt": "Aurelion Research sees the customer base widening from a handful of hyperscalers to enterprises, AI-native companies and smaller clouds, on top of more than $3.1 trillion of expected AI infrastructure commitments.",
      "url": "https://deepstack.ltd/stories/the-scarcity-is-the-collateral/"
    },
    {
      "part": 10,
      "section": "Who writes the checks",
      "excerpt": "Aurelion Research points to corporations, AI startups and other clouds, with more than $3.1 trillion of infrastructure commitments in prospect.",
      "url": "https://deepstack.ltd/stories/the-bubble-is-in-the-denominator/"
    },
    {
      "part": 11,
      "section": "The margin the book does not show",
      "excerpt": "Aurelion Research's September 11 conversation with Nvidia has the company describing unconstrained growth above 100% while guiding near 70%, because supply caps delivery.",
      "url": "https://deepstack.ltd/stories/the-backlog-is-not-the-quarter/"
    },
    {
      "part": 11,
      "section": "Shipping is not earning",
      "excerpt": "Aurelion Research's September 24 note on Fabrinet draws the side's line: the next step is converting new roles in near-packaged and co-packaged optics into volume, and the open question is whether the work becomes profit.",
      "url": "https://deepstack.ltd/stories/the-backlog-is-not-the-quarter/"
    },
    {
      "part": 14,
      "section": "The cash still covers it",
      "excerpt": "Aurelion Research noted on September 11 that the spenders' operating margins were still rising, giving them room to keep paying.",
      "url": "https://deepstack.ltd/stories/the-cash-arrives-unevenly/"
    }
  ],
  "sides": [
    {
      "part": 8,
      "question": null,
      "side": "spending-pays",
      "sideLabel": "The spending pays",
      "claim": "The customer base is broadening beyond a concentrated set of hyperscalers to enterprises, AI-native companies and cloud providers, with AI-related infrastructure commitments expected to exceed $3.1 trillion, making the next phase of demand less…",
      "date": "2026-09-11",
      "url": "https://read.aurelionresearch.com/p/in-conversation-nvidia",
      "linkVerified": true,
      "storyUrl": "https://deepstack.ltd/stories/the-scarcity-is-the-collateral/",
      "sidesUrl": "https://deepstack.ltd/sides/the-scarcity-is-the-collateral/"
    },
    {
      "part": 8,
      "question": null,
      "side": "spending-pays",
      "sideLabel": "The spending pays",
      "claim": "Hyperscaler capex is durable rather than at risk of a sudden cut, because the largest spenders keep reaffirming the necessity of AI investment and their EBITDA and EBIT margins are still rising, giving them capacity to keep funding it.",
      "date": "2026-09-11",
      "url": "https://read.aurelionresearch.com/p/in-conversation-nvidia",
      "linkVerified": true,
      "storyUrl": "https://deepstack.ltd/stories/the-scarcity-is-the-collateral/",
      "sidesUrl": "https://deepstack.ltd/sides/the-scarcity-is-the-collateral/"
    },
    {
      "part": 11,
      "question": null,
      "side": "funded-not-forecast",
      "sideLabel": "Funded, not forecast",
      "claim": "Fabrinet's next step depends on turning new manufacturing roles in NPO, CPO, and scale-across into real volume; it will be necessary to confirm which steps Fabrinet handles in NPO, CPO, and ELS production programs, whether multi-rail programs show…",
      "date": "2026-09-24",
      "url": "https://read.aurelionresearch.com/p/ciena-and-fabrinet-the-road-ahead",
      "linkVerified": true,
      "storyUrl": "https://deepstack.ltd/stories/the-backlog-is-not-the-quarter/",
      "sidesUrl": "https://deepstack.ltd/sides/the-backlog-is-not-the-quarter/"
    },
    {
      "part": 11,
      "question": null,
      "side": "shipping-is-not-earning",
      "sideLabel": "Shipping is not earning",
      "claim": "Fabrinet: new roles must become profit.",
      "date": null,
      "url": "https://read.aurelionresearch.com/p/in-conversation-nvidia",
      "linkVerified": true,
      "storyUrl": "https://deepstack.ltd/stories/the-backlog-is-not-the-quarter/",
      "sidesUrl": "https://deepstack.ltd/sides/the-backlog-is-not-the-quarter/"
    },
    {
      "part": 11,
      "question": null,
      "side": "crossing",
      "sideLabel": "Voices that cross sides",
      "claim": "Nvidia supply-bound; Fabrinet's roles still have to earn.",
      "date": null,
      "url": "https://read.aurelionresearch.com/p/in-conversation-nvidia",
      "linkVerified": true,
      "storyUrl": "https://deepstack.ltd/stories/the-backlog-is-not-the-quarter/",
      "sidesUrl": "https://deepstack.ltd/sides/the-backlog-is-not-the-quarter/"
    },
    {
      "part": 14,
      "question": null,
      "side": "the-cash-still-covers-it",
      "sideLabel": "The cash still covers it",
      "claim": "Hyperscaler capex has come in more than 56% above what the market was forecasting a year ago, with spending estimates continuing to be revised upward without signs of slowing.",
      "date": "2026-08-21",
      "url": null,
      "linkVerified": false,
      "storyUrl": "https://deepstack.ltd/stories/the-cash-arrives-unevenly/",
      "sidesUrl": "https://deepstack.ltd/sides/the-cash-arrives-unevenly/"
    },
    {
      "part": 15,
      "question": null,
      "side": "oil-stays-out-of-the-core",
      "sideLabel": "Oil stays out of the core",
      "claim": "Aurelion Research is bearish on crude oil and expects WTI around $80 before the end of 2026, arguing China's structurally lower oil imports, more oil moving through Hormuz than headline data shows, and falling crack spreads will let the risk…",
      "date": "2026-09-03",
      "url": null,
      "linkVerified": false,
      "storyUrl": "https://deepstack.ltd/stories/oil-is-the-headline-the-real-yield-is-the-bill/",
      "sidesUrl": "https://deepstack.ltd/sides/oil-is-the-headline-the-real-yield-is-the-bill/"
    }
  ],
  "coverage": null,
  "lastUpdated": "2026-10-22"
}