Know why
you own it.
Plain-English investing research for serious retail investors. We don't try to own the average future — we try to own the assets that matter if our view of the future is right.
The AI stock investors may be overlooking.
The old story is phones. The new story may be on-device AI.
Crypto and AI infrastructure in one messy platform bet.
Galaxy may be more than crypto beta: institutional digital-asset rails, tokenization optionality, and Helios AI/data-center infrastructure.
The on-chain credit bet hiding in plain sight.
Maple is a high-risk bet on stablecoin yield, institutional lending, and whether capital markets keep moving on chain.
Latest work.
Bitcoin has lost some of its shine — for now.
Why the near-term Bitcoin thesis changed, what Strategy’s small BTC sale signals, and where capital may have clearer paths today.
New briefAI agents need a control tower.
Why enterprise AI agents may need workflow control — and why ServiceNow could be one of the cleaner public-market beneficiaries.
SYRUPMaple Finance and the on-chain credit bet.
A high-risk primer on stablecoin yield, institutional lending, and whether capital markets keep moving on chain.
Three questions before conviction. What is it? Why might it work? What would make us wrong?
What are we buying?
Know the asset before you judge the upside.
What is the engine?
The force that could create value: adoption, scarcity, pricing power, or a structural shift.
What breaks it?
The disprover. The thing we're watching that would invalidate the thesis. Stated explicitly.
Current work.
Start with the current primers and research boards: Maple Finance, Qualcomm, Galaxy Digital, and the AI Alpha Leaderboard.
Maple Finance and the on-chain credit bet.
A high-risk primer on Maple, stablecoin yield, institutional lending, and whether SYRUP can capture enough value over time.
QCOMQualcomm and the edge AI question.
Why on-device AI could change how investors value Qualcomm — and what has to show up in the numbers.
GLXYGalaxy Digital primer.
Institutional crypto rails, tokenization, markets, and Helios AI/data-center infrastructure optionality.