Following a thought experiment on multi-manager diversification How Many Managers Are Too Many? In the previous article, we explored a simple but useful idFollowing a thought experiment on multi-manager diversification How Many Managers Are Too Many? In the previous article, we explored a simple but useful id

Why Risk – Return Frontiers Are Curved – Even When Risk Can Be Cancelled

2025/12/24 15:01
4분 읽기
이 콘텐츠에 대한 의견이나 우려 사항이 있으시면 crypto.news@mexc.com으로 연락주시기 바랍니다

Following a thought experiment on multi-manager diversification

How Many Managers Are Too Many?

In the previous article, we explored a simple but useful idea:

In the limit, portfolio volatility approaches zero while expected return remains unchanged.

This naturally raises a deeper set of questions:

1. If risk can be fully cancelled, doesn’t the portfolio become risk-free?

2. If many different returns can all be made risk-free through diversification, why does the efficient frontier still slope upward?

3. What does this imply for how investors should think about risk when constructing portfolios?

This article addresses these questions directly.

When Risk Is Fully Cancelled, Is the Return Risk-Free?

Yes.

If a return stream becomes deterministic through diversification – meaning all stochastic fluctuations are eliminated – then from an investor’s perspective, that return is risk-free.

It does not matter whether the underlying strategies are individually risky. What matters is the portfolio-level outcome.

From the standpoint of an allocator choosing among combinations of managers:

• If diversification eliminates all uncertainty,

• then the resulting return sits at risk = 0 on the efficient frontier.

In other words, if such a construction exists, it should be treated exactly like a risk-free return – regardless of how it was produced.

If Many Returns Can Be Made Risk-Free, Why Isn’t the Frontier Flat?

Now suppose the following:

• There exist many groups of managers,

• each group delivers a different expected return,

• and within each group, risk can be fully cancelled through diversification.

In that case, each group collapses to a single point on the risk = 0 axis, each with a different return.

At risk = 0, the investor would simply choose the highest available return.

All lower-return risk-free points would be dominated and discarded.

So far, the efficient frontier is not a curve at all – just a single point at risk = 0.

Now consider what happens next.

Suppose there exists another asset (or team, or strategy) with a higher return – but whose risk cannot be fully cancelled.

This creates a new trade-off:

• Higher return,

• but with unavoidable residual risk.

At this moment, a second point appears on the efficient frontier:

• higher return,

• higher risk.

If no such asset exists, the frontier does not expand.

This logic repeats. At each level of risk:

• If part of the risk can be cancelled without sacrificing return, the frontier shifts left.

• A new point only appears when achieving a higher return requires accepting additional, non-cancellable risk.

This is why the efficient frontier always slopes upward:

Higher return corresponds to a higher share of irreducible risk.

What This Means for Investors

From an investor’s perspective, portfolio construction can be understood in two steps.

First, cancel what can be cancelled:

• Diversify across managers, strategies, instruments, and time horizons.

• Eliminate idiosyncratic noise and redundant exposures.

• Compress risk without giving up return.

Second, choose which risks to keep:

• The remaining risk is not a failure of diversification.

• It is the price paid for return.

These residual risks are unavoidable at the portfolio level. They are precisely the risks that define where you sit on the efficient frontier.

In this sense, investing is not about seeking risk, but about selecting which irreducible risks you are willing to bear in exchange for return.

Closing Thought

Efficient frontiers are not curved because diversification is imperfect.

They are curved because diversification has a boundary.

Once everything that can be cancelled is cancelled, the only way to earn more is to accept risk that cannot be eliminated.

And that – not volatility, not variance, not noise – is what risk truly means in portfolio construction.


Why Risk – Return Frontiers Are Curved – Even When Risk Can Be Cancelled was originally published in Coinmonks on Medium, where people are continuing the conversation by highlighting and responding to this story.

면책 조항: 본 사이트에 재게시된 글들은 공개 플랫폼에서 가져온 것으로 정보 제공 목적으로만 제공됩니다. 이는 반드시 MEXC의 견해를 반영하는 것은 아닙니다. 모든 권리는 원저자에게 있습니다. 제3자의 권리를 침해하는 콘텐츠가 있다고 판단될 경우, crypto.news@mexc.com으로 연락하여 삭제 요청을 해주시기 바랍니다. MEXC는 콘텐츠의 정확성, 완전성 또는 시의적절성에 대해 어떠한 보증도 하지 않으며, 제공된 정보에 기반하여 취해진 어떠한 조치에 대해서도 책임을 지지 않습니다. 본 콘텐츠는 금융, 법률 또는 기타 전문적인 조언을 구성하지 않으며, MEXC의 추천이나 보증으로 간주되어서는 안 됩니다.

추천 콘텐츠

Stakestone (STO) Soars: Token Surpasses $1.14 After Stunning 367% Rally

Stakestone (STO) Soars: Token Surpasses $1.14 After Stunning 367% Rally

BitcoinWorld Stakestone (STO) Soars: Token Surpasses $1.14 After Stunning 367% Rally In a remarkable display of market momentum, the Stakestone (STO) token has
공유하기
bitcoinworld2026/04/02 17:10
CME Group to launch Solana and XRP futures options in October

CME Group to launch Solana and XRP futures options in October

The post CME Group to launch Solana and XRP futures options in October appeared on BitcoinEthereumNews.com. CME Group is preparing to launch options on SOL and XRP futures next month, giving traders new ways to manage exposure to the two assets.  The contracts are set to go live on October 13, pending regulatory approval, and will come in both standard and micro sizes with expiries offered daily, monthly and quarterly. The new listings mark a major step for CME, which first brought bitcoin futures to market in 2017 and added ether contracts in 2021. Solana and XRP futures have quickly gained traction since their debut earlier this year. CME says more than 540,000 Solana contracts (worth about $22.3 billion), and 370,000 XRP contracts (worth $16.2 billion), have already been traded. Both products hit record trading activity and open interest in August. Market makers including Cumberland and FalconX plan to support the new contracts, arguing that institutional investors want hedging tools beyond bitcoin and ether. CME’s move also highlights the growing demand for regulated ways to access a broader set of digital assets. The launch, which still needs the green light from regulators, follows the end of XRP’s years-long legal fight with the US Securities and Exchange Commission. A federal court ruling in 2023 found that institutional sales of XRP violated securities laws, but programmatic exchange sales did not. The case officially closed in August 2025 after Ripple agreed to pay a $125 million fine, removing one of the biggest uncertainties hanging over the token. This is a developing story. This article was generated with the assistance of AI and reviewed by editor Jeffrey Albus before publication. Get the news in your inbox. Explore Blockworks newsletters: Source: https://blockworks.co/news/cme-group-solana-xrp-futures
공유하기
BitcoinEthereumNews2025/09/17 23:55
Q2 Market Insights: Bitcoin regains dominance in risk-averse environment, ETFs remain critical to market structure

Q2 Market Insights: Bitcoin regains dominance in risk-averse environment, ETFs remain critical to market structure

The market will show a downward trend in the short term, and then rebound and set new highs in the second half of the year.
공유하기
PANews2025/04/28 19:40