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From Scottie · July 31, 2026

See Citrini Research in a Scottie brief

Scottie read Citrini Research, TMT Breakout, and Capital Mischief for a reader with the priorities shown below. Start with the rundown, open the full brief, or check every issue behind it.

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What shaped this brief

Reader priorities

A thematic investor looking for scenario-driven research on technology, labor, markets, and large structural shifts.

These are illustrative priorities, not a customer’s data.

Sources in this brief

Citrini ResearchThe publication this guide is about
TMT BreakoutAdds public-market evidence from technology, media, and telecom companies.
Capital MischiefAdds geopolitical scenario analysis and explicit portfolio exposure.

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July 31, 2026 · Executive brief

01 / The rundown

Tech giants are burning real cash on massive infrastructure while reporting paper profits, forcing a portfolio re-evaluation toward physical industrials.
Longtime bond bull Lacy Hunt abandoned his forty-year deflation stance as massive artificial intelligence power needs and low savings trigger structural inflation.
The AI battle is shifting from raw compute to unwritten tacit knowledge, creating distinct competitive moats that hardware alone cannot replicate.

Read the complete brief 5 stories · 3 action items

02 / The briefing

01 / main

Finding Hidden Value in the AI Unwind

The takeaway: Recent market pullbacks in artificial intelligence stocks reflect overcrowded positions rather than shrinking demand. Aggregate token consumption continues to climb rapidly, creating quiet entry points in constrained hardware designers and specialized toolmakers.

Concrete details

Aggregate token spending keeps rising even as open-source models like Kimi K3 face severe compute constraints.
The market pullback follows months of heavy speculative positioning, clearing room for less obvious sector winners.

Why it matters for this reader: As a thematic investor tracking labor and tech shifts, this pullback helps identify mispriced infrastructure firms that capture real software usage.

Original sourcesCitrini Research

02 / main

Big Tech Paper Profits Mask Real Cash Drain

The takeaway: Alphabet posted a headline net income of $112 billion, but $99 billion came from paper gains on private startup stakes. Real free cash flow dipped negative as quarterly cash costs reached nearly $60 billion.

Concrete details

Alphabet raised full-year capital expenditure guidance to $205 billion while quarterly free cash flow fell to negative $5.9 billion.
Physical industrials have quietly outperformed the Magnificent Seven index over the last ten months despite record equity inflows.

Why it matters for this reader: For your macro portfolio strategy, mega-cap concentration in retirement funds masks growing corporate debt loads and negative cash generation.

Original sourcesCapital Mischief

03 / main

Tacit Knowledge Defines the Next AI Moats

The takeaway: Succeeding in artificial intelligence requires more than acquiring advanced chips; it relies on human technique and institutional experience. Unwritten operational skill creates sticky advantages that competitors cannot simply download or duplicate.

Concrete details

Leopold Aschenbrenner's Situational Awareness fund grew past $20 billion, rising 270% this year using a concentrated thesis.
Human networks compound knowledge across generations, presenting a barrier that standard algorithms struggle to match.

Why it matters for this reader: This framework helps you evaluate which thematic tech plays hold defensible structural advantages versus easily copied software.

Original sourcesCapital Mischief

04 / main

The World's Biggest Bond Bull Abandons Deflation

The takeaway: Lacy Hunt flipped his forty-year thesis, warning that inflation will settle higher between 3.5% and 4.5%. Massive capital demands for grid updates and AI infrastructure are colliding with record-low domestic savings.

Concrete details

Data centers consumed 415 terawatt-hours of power globally in 2024, squeezing electricity grids and driving structural costs.
US net national saving dropped to just 0.5% of gross national income in 2025, down from historical 6.8% averages.

Why it matters for this reader: As you model macro scenarios, higher structural inflation reshapes long-term fixed income assets and capital expenditure returns across sectors.

Original sourcesCapital Mischief

05 / main

Microsoft Shifts Depreciation Schedules to Boost Earnings

The takeaway: Microsoft reduced reported expenses by $15 billion simply by extending the assumed useful life of its buildings and equipment. The accounting modification lowers official capital expenditures on paper without changing real cash outflow.

Concrete details

Extending asset life estimates wiped $15 billion in costs directly off the income statement.
The accounting change leaves underlying cash expenditure high while artificially boosting near-term reported profitability.

Why it matters for this reader: Your thematic research must scrutinize corporate income statements to separate operational efficiency from creative accounting maneuvers.

Original sourcesCapital Mischief

Action items

Audit tech holdings for gap differences between reported net income and actual free cash flow.
Stress-test bond exposures against persistent 3.5% to 4.5% long-term inflation scenarios.
Map portfolio companies on tacit knowledge moats versus easily replicated compute models.

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