Last week a reader forwarded me a research note whose headline read "Boom or Bust, Bitcoin Wins." Matt Hougan, chief investment officer at Bitwise, had laid out three scenarios โ a super boom, an AI bubble burst, a mild transition โ and concluded that Bitcoin rises in all of them. Every road led up. I have spent years auditing governance proposals and reading crypto research, and the one pattern I trust is this: whenever an asset is declared incapable of losing, the argument has stopped being analysis and started being marketing. Nobody publishes a three-scenario note where the conclusion is "we're not sure." In a bear market, that asymmetry is exactly what should make you slow down and read the footnotes.
To understand why this note matters, you have to understand who wrote it. Bitwise is a crypto asset manager and the issuer of a spot Bitcoin ETF. Hougan is its public face, a veteran of the ETF industry with a long, traceable record of public commentary. That record is worth something โ he is not an anonymous account shilling a token. But the business model matters just as much as the byline. Bitwise earns fees on assets under management. When Bitcoin rises, AUM rises, and revenue rises. A CIO at an ETF issuer publishing a bullish Bitcoin report is structurally identical to an investment bank analyst rating the stock his firm underwrote. The information "Hougan believes this" is high-confidence. The information "Hougan is right" requires independent verification. Keep those two claims separate and the whole note becomes readable.
The backdrop is a market that has spent months oscillating between two dominant stories: the debasement trade, where investors hedge against fiat currency erosion, and the AI trade, where capital floods toward anything touching compute and models. Hougan's framework fuses them. He argues that AI-driven economic disruption will force monetary and liquidity responses that ultimately benefit Bitcoin. In the super-boom case, debasement accelerates and hard assets win. In the AI-bubble-burst case, policymakers flood the system with liquidity and Bitcoin wins. In the mild-transition case, gradual currency debasement still tilts the field toward Bitcoin. Three doors, one destination. Note also what the framework quietly assumes as its foundation: the existence of an approved spot Bitcoin ETF, which only became a reality in January 2024. That milestone is the precondition for the entire institutional-bid argument, and the note never names it.
Here is what the note never says out loud: Bitcoin's actual case is the strongest part of the argument, and Hougan doesn't use it. Bitcoin's monetary design is the cleanest in the asset class โ a 21 million hard cap, no pre-mine, no team allocation, no venture unlock cliff, and a supply schedule anyone can verify and no administrator can alter. Based on my audit experience reviewing governance and treasury structures, I have never seen an asset with fewer hidden liabilities. There is no insider who can dump on you, no foundation that can quietly mint, no multisig that can be compromised to inflate supply. That predictability is the one thing you can price without trusting anyone's forecast.
And yet the note outsources its thesis to a weaker variable โ AI economics. The claim isn't "Bitcoin is scarce"; it's "AI will produce a macro environment in which scarcity pays." That is narrative piggybacking. It welds Bitcoin's price to a different sector's fortunes, and that weld cuts both ways.
Then there is the deeper methodological problem. A framework in which the asset wins in every branch is not a forecast โ it is a refusal to forecast. A real analyst assigns probabilities and accepts that at least one path leads down. When all three scenarios converge on the same outcome, the incremental information for a decision-maker approaches zero. It manufactures the feeling of certainty without the substance of it.
Watch how the branches quietly assume different things. The super-boom branch treats Bitcoin as a debasement hedge. The bubble-burst branch treats Bitcoin as a liquidity beneficiary. The same asset is assigned mutually exclusive identities depending on which story is convenient. Identity isn't a fixed property here โ it's a rhetorical tool. Freedom isn't the point either; the point is that the conclusion was fixed before the scenarios were written.
There is a genuine technical tension the note ignores entirely. Bitcoin's security budget depends on miner revenue, which is block subsidy plus transaction fees. After each halving the subsidy shrinks, and fees currently cover only a small slice of miner income. If fee demand doesn't grow to fill that gap, the network's long-term security model faces real strain. That is a structural worry running opposite to the bullish thesis, and it appears nowhere in the note.
There is also the ETF structure itself. Spot vehicles brought institutional marginal buyers into Bitcoin, but they also introduced a redemption channel that didn't exist before. A framework built on sustained net inflows has to survive the reverse case โ a stretch of sustained outflows, where the same mechanical plumbing that amplified the upside amplifies the downside. The note assumes the inflow engine never reverses.
The weakest link is the "AI bubble bursts, so Bitcoin rises" branch, and it is weak for a reason the note skips: timing. Liquidity shocks arrive in phases. In the first phase, when leverage unwinds, Bitcoin behaves like what it currently is โ a high-beta risk asset โ and falls alongside technology equities. We didn't need to imagine this; March 2020 and the carry-trade unwind of August 2024 both showed Bitcoin and the Nasdaq dropping together. Only in a second phase, after policymakers intervene, does the liquidity story turn supportive. Hougan's framework collapses those two phases into one, so "bubble bursts โ Bitcoin wins" smuggles in a rescue that may not arrive for months.
There is also a missing set of scenarios. All three branches are demand-side economic stories. None account for a strengthening dollar, a regulatory shock, or a security event on Bitcoin itself. A framework with only favorable branches isn't robust โ it's curated. And if AI turns out to be a genuine productivity revolution, capital may simply prefer AI equities, which carry cash flows and valuations, leaving Bitcoin to underperform rather than "win." Liquidity isn't a tide that lifts every boat equally; it chooses favorites. If Bitcoin's correlation to AI stocks rises, it loses the very property โ non-correlation โ that made it useful in a portfolio, which quietly undercuts the bullish case.
So treat this note as a thermometer, not a map. It tells you how crowded the bullish story has become, not where price goes next. The useful question isn't whether Bitcoin survives the AI era โ its supply curve suggests it will. It's whether you're buying an asset or buying a narrative about an asset. In a bear market, that distinction is the whole game. Which one are you actually holding?