macro — tisram

Apollo Global Management — The Daily Spark 2026-10-25-1

No Signs of AI Payoff Outside the Tech Sector

Real revenue per worker and profit margins are rising for the Mag 7 and flat for the S&P 493, and the San Francisco Fed's utilization-adjusted TFP shows no AI lift. Because the Mag 7 build and sell the technology, their results can't test whether buyers gain; the 493 can, and Slok's 'great calculator' framing explains why judgment doesn't get cheaper with tokens. The only series still climbing is token spend at VC-backed companies.

# tags

apollo ai-economics enterprise-ai-roi productivity-paradox mag-seven token-economics margins enterprise-ai-adoption commoditization macro

Deutsche Bank Research Institute 2026-05-25-2

DB Megatrends: AI vs the Decade's Structural Headwinds — Six-Megatrend Aggregate at 1970s/2008 Lows, Haven Asset Regime Change

DB's megatrend aggregate sits at 1970s/2008 lows, four of six trends deeply negative, and their headline binary — AI productivity boom or severe prolonged downturn — is the rhetorical compression sell-side reaches for when consensus is still forming; their own scenario charts show three lines. Two findings buried under that framing deserve more attention: M&A correlation with megatrends went from near zero during ZIRP to 25-30% now, and traditional havens failed in four consecutive major risk-off events since 2020. The scenario nobody is modeling is the middle one — AI real, productivity capture uneven, fiscal dominance partial — and that's where every corporate treasury policy and institutional hedge structure is quietly becoming obsolete.

Wall Street Journal 2026-05-09-1

AI Is Distorting Practically Everything About the Economy

The Mag-7 aren't leading the economy; they're substituting for it. Strip out tech equipment, software, and data-center construction, and Q1 GDP growth was effectively flat — Tedeschi's import-netting cuts AI's headline contribution from 1.7pp to 0.4pp, with the remainder leaking to Taiwan and Korea. That makes the Fed's reaction function structurally late: the number it's reading is real, but what it's measuring isn't.

# tags

ai-economics ai-capex ai-bubble macro mag-seven market-bifurcation tariffs labor-displacement wsj ai-political-economy ai-capex-cycle inflation trade-policy

Citadel Securities 2026-04-12-1

Citadel Securities: S-Curve Diffusion, Compute Cost Ceiling, and the Engels' Pause Blind Spot

Citadel's rebuttal to the AI displacement panic is empirically airtight for 2026: unemployment at 4.28%, software postings up 11%, $650B in committed AI capex creating an inflationary boom before any deflationary displacement. The compute cost ceiling argument is structurally novel: rising AI adoption drives up compute costs, creating an endogenous brake on substitution. But the scariest omission is distributional: BofA data already shows profits gaining ground versus wages. GDP can grow while median incomes don't, and that's the pattern that breaks democracies.

# tags

ai-economics ai-labor-displacement macro ai-1.0-defensibility saas-margins reliability energy-geopolitics

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Citadel Securities Frank Flight Bank of America Robert Allen

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