
2025 and 2026 will be the most compressed change in human history
Ryan Mahon
3K posts

@ryanpmahon
Nature is the perfect design. Simplify

2025 and 2026 will be the most compressed change in human history

1/🧵 The AI Continuum: IA, AI, O The AI 'debate' has everyone talking past each other... why? The problem isn't the technology. It's the language. Everyone uses the same two letters while meaning wildly different things. Let's get to the Root of It...

US intelligence indicates that China is preparing to provide Iran with air defense systems in a matter of weeks, CNN reported. Beijing is expected to ship shoulder-fired, surface-to-air missiles known as Man-Portable Air Defense Systems. bloomberg.com/news/articles/…

The fact that Beijing is planning to supply Iran with strategic weapons systems to kill U.S. troops in Iran surprises even me. China was much more careful about how it supported Russia in Ukraine; it supplied many drones and parts but was more careful about sending full weapons systems—and American troops weren’t even involved in that conflict. @POTUS is right to say that this is unacceptable and cannot happen. But it also shows how dominant Beijing believes its position is right now.

13/ THE STRATEGIC PHASES: Phase 1: Shock & Awe (Liberation Day- wake everyone up) Phase 2: Allied negotiations (build New System with Allies first) Phase 3: China negotiations (invite China to join- if they play by rules) Target date: July 4, 2026 - New System architecture clear by then.

*TRUMP: IF I CATCH CHINA GIVING IRAN ARMS, IT'D GET 50% TARIFF

Nancy Pelosi’s net worth before Congress: $785,000 Nancy Pelosi’s net worth after Congress: $133,000,000 Truly the greatest trader of all time.

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Generalization, but private equity + private credit scheme is running on fumes. The re-brand from LBO to PE gave it life from the 80s into the 90s. Perpetually lower rates to refi at gave it life into the 2000s+ Today asset growth has stalled - no more fund #10 to buy fund #9 assets to keep the plates spinning. [chart source: Jefferies] Be careful of recent 401K changes. Do not be the exit liquidity.


Capital (old) v. Labor (young)






1/ The unaffordability crisis for younger generations and the rising National Security vulnerabilities of the US are not accidents. They are the direct result of systemic Decisions made over the last 25 years. Welcome to Part II of Demographics, Decisions, & Destiny. 🧵👇

Important context on fertility rates: in the history of the US, it is the mid-20th century baby boom that stands out as an abberation, not the present day. Fertility rates were falling as far back as we have data, and almost dipped below 2.0 in the 1930s

The NYSE TRIN's 10 dma has skyrocketed this week.

1/ The unaffordability crisis for younger generations and the rising National Security vulnerabilities of the US are not accidents. They are the direct result of systemic Decisions made over the last 25 years. Welcome to Part II of Demographics, Decisions, & Destiny. 🧵👇

@DariusDale42 @42Macro Rich people getting richer is also good, as long as the ENTIRE society, gets richer and more prosperous. Helping the financially undereducated get a firm foundation to invest wisely, should be a parental and school responsibility. Why do they not teach this as required subjects?

Thomas Sowell on engineers vs intellectuals: “The engineer is judged by the end product: if he builds a building that collapses, he’s ruined.” “Conversely, if an intellectual who is brilliant has an idea for rearranging society and it ends in disaster, he pays no price at all.”

1/🧵 The AI Continuum: IA, AI, O The AI 'debate' has everyone talking past each other... why? The problem isn't the technology. It's the language. Everyone uses the same two letters while meaning wildly different things. Let's get to the Root of It...


Driving outcomes like this "Passive allocation mechanism: a pro-cyclical feedback loop where every dollar of new inflow is mathematically forced to purchase stocks in exact proportion to their current market cap — regardless of valuation — effectively turning the market into a "blind" momentum machine that pushes prices higher based on flows rather than fundamentals"





So Policies, passive, and share repurchases create a self-reinforcing fund flows feedback loop (the financialization flywheel) which has turned the S&P 500 and most US market-cap-weighted indices into a concentrated bet on ~10 companies... who are these top companies today?






1/ The unaffordability crisis for younger generations and the rising National Security vulnerabilities of the US are not accidents. They are the direct result of systemic Decisions made over the last 25 years. Welcome to Part II of Demographics, Decisions, & Destiny. 🧵👇

M2 Money Supply has tripled since 2008 and the dollar has lost 38% of its purchasing power. Anyone see a relationship here?

What do they have in common? - Geographic Concentration - almost all are based in the US - Technology Concentration - almost all are focused on AI infrastructure (phase 1) - Dependency Concentration - almost all are dependent on TSMC as an ‘input’ h/t @SemiAnalysis_ graph