You know, I remember a year ago, maybe it was two, they were talking about a commodity super cycle. And I'm like, poof, this guy must work in crypto. And if you go back, you can see that on precious metals in certain commodities, it's absolutely true.And we're going into it. But again, like we talked about today on NFA Live. I mean, if you see how much compute power and electricity is going to be used for AI going into 2030 to 2035, I mean, you're looking at massive amounts of what needs to be built, whethe ...

Long-term Trend Analysis Framework - Structural driving factors include interest rate differentials, economic growth differences, and purchasing power parity (PPP) [1] - The Australian dollar to US dollar (AUD/USD) fell by 40% from 2011 to 2015 due to the Reserve Bank of Australia's continuous interest rate cuts [1] - OECD leading indicators show that when the US PMI exceeds the Eurozone by 3 percentage points, EUR/USD depreciates by an average of 5% annually [1] - The Taylor rule model can predict policy interest rate paths [1] - The US dollar has long-term deviations from PPP of about 15%, but it tends to revert to the mean over a 10-year cycle [1] Cyclical Analysis Models - The Kitchin cycle (3-4 years) reflects inventory adjustments affecting short-term fluctuations in commodity currencies [2] - The Juglar cycle (8-10 years) is driven by capital expenditure cycles impacting currency pairs like AUD/JPY [2] - The Kuznets cycle (15-25 years) shows a linkage between real estate cycles and currencies like CAD/CHF [2] - During the Federal Reserve's tightening cycle, the US dollar appreciated by an average of 12% from 1994 to 2000 [2] Quantitative Analysis Tools - Trend identification can be achieved through the crossover of 150-day and 300-day EMAs [3] - The ADX indicator confirms trend strength, with values above 25 indicating strong trends [3] - The Hurst exponent is used to assess trend persistence, with values greater than 0.5 indicating trend continuation [3] Practical Strategy Development - In an expansion phase, strategies include going long on commodity currencies and managing positions using the Kelly formula [5] - In a recession phase, strategies involve going long on USD/JPY and employing volatility strategies [5] Cutting-edge Research Areas - The impact of carbon border taxes on euro pricing and the correlation between the El Niño index and AUD/BRL are being studied [6] - The interaction between stablecoin liquidity and the offshore dollar market is a focus area [6] - Development of a Geopolitical Risk Index (GPR) to analyze dynamic relationships with Middle Eastern currencies [6] Classic Case Reviews - The 1992 British pound crisis was influenced by rising German interest rates while the UK maintained its exchange rate mechanism [7] - The 2015 Swiss franc decoupling was a result of contradictions between the Swiss National Bank's balance sheet expansion and its exchange rate policy [7] - The 2020 pandemic caused a liquidity crisis in the dollar market, leading to a sudden collapse of carry trades [7] Summary - Effective long-term cycle analysis requires a multi-layered framework that includes macro factors, market structure, and behavioral finance [8] - A mixed strategy of 70% trend following and 30% cycle adjustment is recommended, with a focus on monitoring the US 10-year Treasury volatility index (MOVE) and global forex liquidity indicators (FXLI) as leading indicators [8] - Attention should be given to the global debt cycle, which has reached a historical peak of 327% of global GDP, impacting currency valuation systems [8]