
Episode #434
The Trail Boss Bitcoin Research Framework
The Trail Boss Bitcoin Research Framework Bitcoin's price isn't random — it moves on a supply schedule you can actually chart in advance. This episode lays out the Bitcoin market cycle from the ground up, starting with the halving: the built-in mechanism that cuts new BTC issuance in half roughly every four years, most recently dropping block rewards from 6.25 to 3.125 BTC in April 2024, with the next cut to 1.5625 BTC set for 2028. We break down how that shrinking supply interacts with steady or rising demand to fuel the 12-to-18-month bull runs that have followed past halvings — and why those runs have historically ended in sharp corrections. We also cover the miner side of the equation: how hash rate, mining difficulty, and miners' revenue act as leading indicators, and how the marginal cost of production puts a rough economic floor under Bitcoin's price. Then we bring it back to the Trail Boss toolkit and walk through the ARDL Bull Weekly model — a regime-trained statistical model built to forecast Bitcoin's weekly high price, tested with an average error rate of just 1.3%, well inside the 10% threshold usually considered "highly accurate." We talk through what makes the model work, where its blind spots are, and why it still needs constant retraining as market conditions shift. If you've ever wondered whether there's a real framework behind the crypto hype cycle, or wanted a plain-language walkthrough of the model behind the weekly Trail Boss Bitcoin content, this one's for you. Extra questions to explore: Where are we right now relative to the current halving cycle, and what does that suggest for the months ahead? How does the ARDL Bull Weekly model's 1.3% MAPE compare to how "accurate" a typical trader's gut feel actually is? Should a model like ARDL Bull Weekly ever be used alone to size a real position, or only as one input among several? How does IBIT — the current Minor League position — track against spot Bitcoin price during periods the model is forecasting? The Trail Boss investing journey is part of a larger ecosystem built around learning, documenting the work, and building something we own. Follow the journey at Unbridled Nation and visit the Unbridled Investing Journey for our growing collection of ETF and stock research. Start with Saddle Up — Opening Your Robinhood Account , then explore our VOO Composition Record , VOOG Composition Record , VOOV Composition Record , JEPQ research , SPYI research , QQQI research , ORC research , ARR research , NLY research , and IBIT research . You can also follow the weekly ARDL Bull Weekly model and hear the research unfold on Trail Boss Radio . The broader mission continues at Unbridled Tech Academy , where we're building a Trail Boss reference library for the terminology, tools, and lessons behind the journey, while iLyft4U remains the working example of the digital-business systems we build in public. Learn the business. Show the work. Build the trail. Trail Boss takeaway: Don't just collect the paycheck. Put the paycheck to work building tomorrow's paycheck. Educational disclaimer: This podcast is for educational and informational purposes only and is not financial, investment, tax, or retirement advice. Always do your own research and consider consulting a qualified professional before making investment decisions.

