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2026: AI Replaces Labor — A Constraint-Led Macro Regime Map
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Kontour Research Insights
A lot of 2026 macro debate is framed as “soft landing or recession.”
I think that’s the wrong question. The more useful question is: where does the system externalize adjustment—prices, profits, or people?
This report treats the economy as a set of constraints (balance sheets, funding conditions, bottlenecks), not a set of narratives. The working hypothesis—meant to be tested, not asserted—is that 2026 looks like a slowdown + margin-defense year, where labor becomes the shock absorber and capex concentrates in productivity tech (AI/automation) because that’s where unit economics still clear.
What’s inside (12 sections, exhibit-driven)
- One-page regime map using Atlanta Fed GDPNow (growth + composition) and a cross-asset snapshot
- The Pettis lens: adjustment via wages vs profits, households vs corporates, tradables vs non-tradables
- Why liquidity is selective (not “broad easing”) and why that sustains dispersion
- The K-economy as allocation mechanics (scale, financing advantage, pricing power, productivity substitution)
- AI replacing labor as an earnings/margins story: adoption is uneven, but diffusion is accelerating (Gallup + sector adoption)
- Bottlenecks: energy/compute/real-world deployment friction and what that implies for concentration
- Prices as information: what leadership in sectors and cross-asset is quietly saying about 2026
- Policy regime: tariffs/industrial policy and second-order inflation dynamics
- Rates as a constraint (not a variable): why the level matters mostly through hurdle rates and dispersion
- Crypto vs gold: hedge vs liquidity beta—and how to tell which is dominating
- Scenarios + signposts: the short list of things that would falsify the base case
- Positioning implications: principles, not prescriptions
Note: This is research and framework work, not financial advice.
2026 Macro Report: The Year AI Starts Replacing Labor (A Macro Regime Map)
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