A framework for thinking about digital asset risk

"Crypto" is one of the worst words in finance. It collapses thousands of distinct assets — with completely different risk profiles, governance structures, and economic models — into a single mental bucket. Treating them as one thing is the fastest way to make poor allocation decisions.

When we evaluate a digital asset for inclusion in a portfolio, we don't ask "is it crypto?" We ask three different questions.

1. What is the failure mode?

Every asset has a way it can lose most of its value. For traditional assets, the failure modes are well-cataloged: a company can go bankrupt, a bond can default, a currency can be debased. For digital assets, the failure modes are newer and worth being explicit about:

• Protocol failure — the underlying technology has a flaw that destroys it.
• Governance failure — a small group of insiders can dilute, redirect, or rug holders.
• Custody failure — the asset is real, but you can't safely hold it (or your custodian can't).
• Demand failure — the asset works as designed, but no one wanted what it offered.

A Bitcoin-grade asset has minimal exposure to all four. A newly launched layer-2 token may have meaningful exposure to all of them. They are not the same asset class. They are not even comparable risks.

2. What return does it need to compensate for that risk?

This is the calculation most retail allocators skip. If an asset has a 30% chance of total loss over five years, it needs to deliver returns commensurate with that probability — otherwise the expected value is negative, regardless of how exciting the upside scenario sounds.

The discipline we apply:

1. Identify the failure probability honestly (the most important and the hardest step).
2. Size the position so that total loss is recoverable from the rest of the portfolio.
3. Require an expected return that beats a risk-free benchmark by enough margin to justify the work.

If those numbers don't fit, the asset doesn't earn allocation. Conviction is not enough.

3. Does it actually diversify?

A position only earns its place in a portfolio if it adds something the rest of the portfolio doesn't already provide. Digital assets are often correlated with risk-on macro conditions — when equities sell off, so do most crypto positions. That doesn't make them worthless. It does mean you can't claim diversification benefit you haven't measured.

We split digital exposure into rough buckets:

• Monetary assets — Bitcoin, primarily. Behaves more like a long-duration risk asset than a true store of value, but with structural demand drivers that the rest of the portfolio doesn't capture.
• Smart-contract platforms — Ethereum and a handful of others. Closer to growth-tech equity in risk profile, though with their own protocol-level risks.
• Speculative venture exposure — newer protocols. Treated as venture capital: small, sized for total-loss tolerance, evaluated on the same timeline.

What this means in practice

We've passed on many more digital assets than we've held.

Almost every project that arrived in our research pipeline last year did not make it into a portfolio. Not because they were "bad" — but because the risk-adjusted case didn't clear the bar.

The honest answer to "should crypto be in a portfolio?" is: it depends on which crypto, how much, and at what cost basis. The longer answer is what this blog will continue to work through over time.