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Crypto for Advisors: Kevin O’Leary talks Crypto Strategy

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In today’s «Crypto for Advisors» newsletter, Kevin O’Leary, entrepreneur and investor, shares both his opinion and crypto investment thesis and how they’ve both changed over time.

Then, Leo Mindyuk, CEO of MLTech answers questions about how everyday investors can access these investments in «Ask an Expert.»

Sarah Morton

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Rethinking Crypto Investing: Looking Beyond Digital Assets

From Garbage to Gold: Why Crypto?
In 2019, I made headlines by calling bitcoin “garbage”. Back then, there was no regulation or oversight. It was chaos. Governments were hostile and unsure how to approach crypto. Now, the landscape has changed entirely.

In the days before regulatory bodies started coming on board, crypto pioneers –cowboys–made tons of money on crypto’s early volatility. Even in this high-risk landscape, the crypto market proved incredibly productive.

Today, the market has grown to use bitcoin (BTC) and others as stores of value, digital payment systems or stablecoins. However, we’re still early — crypto adoption isn’t anywhere near its potential.

Talking Regulation

In the post-Wild West landscape, everyone’s looking for the next big event to drive price discovery. It’s obvious that institutional investment has this potential. Almost no major financial institutions, sovereign funds, etc., have adopted crypto. Any of these bodies weighting BTC at 1% would send price discovery to the moon. The roadblock is regulation.

Regulation began with bitcoin ETFs. First available in Canada, then the U.S. and Europe, they’re now Wall Street’s gateway to crypto. Another key regulation was the GENIUS Act in the United States, which guaranteed stablecoins against USD. Collectively, this legislation shows growing institutional faith in crypto.

The U.S. Senate’s digital asset market structure bill and the U.S. House’s clarity act are two upcoming pieces of regulation to watch; both create crypto regulation frameworks. Many investors anticipate a bullish market if this legislation passes and the regulatory trend continues. Current price levels of BTC are perhaps indicative of this anticipatory mindset: we’re waiting for the floodgates to open.

Own the Picks and Shovels

When considering crypto assets, it’s easy to overlook the infrastructure needed to scale institutional adoption. I’m very vocal about my “picks and shovels” strategy. If you’re in the crypto market, you should own its supporting infrastructure and tap into the returns associated with crypto without caring much about coin price.

Specifically, I see exchanges and data centers booming in the case of broader, institutional adoption. I’m an investor in Bitzero, a data center company that provides clean energy for BTC mining. My investment there is a power play — it’s the cheapest power I’ve seen. They mine BTC at a low breakeven, allowing me to profit regardless of its volatility.

Exchanges are similar. I invested heavily in WonderFi, which became the largest in Canada. I’m also a Robinhood and Coinbase shareholder. Platforms like this are where price discovery occurs, and they earn per transaction.

Building Your Crypto Portfolio

Buying into this space today can range from an infrastructure play to a stablecoin. I own the currencies, exchanges and the energy powering them. Collectively, crypto-related investments are about 20% of my portfolio. I recommend building a diverse crypto portfolio, not through token variety but by investing in companies supporting digital assets.

Where Coins Belong

At one point I had 27 crypto positions. Now, I’m confident that I only need three: BTC, ether (ETH), and stablecoins. BTC and ETH are the gold standard, and together they’re around 90% of my coin holdings. I’m weighting each at 2.5% and wrapping ETH around my BTC, because I like a monthly yield.

Many of my other investments, like stocks and bonds, pay dividends or interest — I can see the income. That’s what my wrapping strategy replicates, while still acknowledging BTC as digital gold: the underlying point is long-term price appreciation. ETH, on the other hand, is where a lot of Wall Street’s stablecoins are trading.

Treasuries and Leverage

We’ve recently seen public companies’ treasuries buy BTC with massive leverage. I stay conservative. Call it boring, but I hardly leverage my coins: at most 30%. To me, it’s not worth the risk of getting burned if BTC drops 50% overnight.

The Crypto Investor’s Mindset

If there’s one thing to understand about crypto investing, it’s that volatility is baked in. Your mindset must be to take advantage of the volatility and productivity by owning both the crypto and its infrastructure: believe in the whole crypto space. This way, you’ll avoid predicting token prices and make money regardless.

Kevin O’Leary, Entrepreneur and Investor

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Ask an Expert

Making Sense of Crypto Investment Models: What Access Means in Today’s Market

Q: What does “access” really mean in crypto investing—and why is it important?

A: Access refers to how an investor engages with the crypto ecosystem. In traditional markets, access is relatively uniform. Most investors use a brokerage account to buy stocks or ETFs. In crypto, the landscape is far more fragmented and dynamic. You can buy tokens on centralized exchanges, interact with decentralized protocols, invest in structured products, or allocate capital to professionally managed strategies.

Each access model comes with distinct implications around ownership, custody, execution, transparency, and risk. For example, holding tokens in a private wallet means you control your assets. However, it also requires technical know-how. On the other hand, managed accounts or index-like products offer simplicity and professional oversight, but often at the cost of reduced control.

Understanding your access model is foundational. It shapes your entire experience and exposure to digital assets.

Q: What strategy types are available besides just buying and holding tokens?

A: Beyond buy-and-hold, digital assets support a range of sophisticated strategies:

Delta-Neutral: Balances long and short positions (e.g. spot vs. futures) to eliminate directional exposure. Focused on yield generation, these strategies typically experience minimal drawdowns, making them appealing for steady returns.

Market-Neutral: Keeps net dollar exposure near zero by exploiting mispricings across assets. Methods such as statistical arbitrage, pairs trading, or baskets aim for uncorrelated returns, often with drawdowns of less than 10%.

Long-Short Quantitative: Uses systematic signals such as momentum, mean reversion, or factor models to take directional bets. Designed for higher return targets, these strategies accept greater volatility and drawdowns in the 10–20% range.

Smart Beta: Rules-based frameworks that replicate factor exposures such as momentum, value, or volatility. Often implemented through regulated futures, they provide scalable and transparent access to systematic styles commonly found in traditional finance.

Together, these approaches broaden investor options beyond passive exposure, enabling more precise control over portfolio risk, return, and diversification.

Q: How should someone choose the right approach to enter the crypto market?

A: Begin with your investment objectives: are you seeking long-term growth, diversification, income generation, or capital preservation? From there, assess both your risk tolerance and your preferred level of engagement.

  • Hands-on investors comfortable with technology may consider direct token exposure or DeFi protocols.
  • Allocators seeking structure and oversight may prefer managed strategies, where AI-driven portfolio construction, real-time risk analytics, and automated execution provide a data-driven alternative.

Infrastructure is equally critical, such as custody, liquidity, and transparency, which define the durability of any investment approach. For example, a non-custodial architecture combined with a real-time performance and risk dashboard helps ensure security, transparency, and control.

Today’s digital asset ecosystem encompasses a diverse range of participants, from high-conviction traders to passive investors. The key is not simply whether to engage, but how to engage — aligning your method of access with your objectives, while fully understanding the trade-offs. In this way, investors can participate intelligently, securely, and at scale.

Leo Mindyuk, CEO & CIO, ML Tech

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AAVE Sees 64% Flash Crash as DeFi Protocol Endures ‘Largest Stress Test’

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The native token of Aave (AAVE), the largest decentralized crypto lending protocol, was caught in the middle of Friday’s crypto flash crash while the protocol proved resilient in a historic liquidation cascade.

The token, trading at around $270 earlier in Friday, nosedived as much as 64% later in the session to touch $100, the lowest level in 14 months. It then staged a rapid rebound to near $240, still down 10% over the past 24 hours.

Stani Kulechov, founder of Aave, described Friday’s event as the «largest stress test» ever for the protocol and its $75 billion lending infrastructure.

The platform enables investors to lend and borrow digital assets without conventional intermediaries, using innovative mechanisms such as flash loans. Despite the extreme volatility, Aave’s performance underscores the evolving maturity and resilience of DeFi markets.

«The protocol operated flawlessly, automatically liquidating a record $180M worth of collateral in just one hour, without any human intervention,» Kulechov said in a Friday X post. «Once again, Aave has proven its resilience.»

Key price action:

  • AAVE sustained a dramatic flash crash on Friday, declining 64% from $278.27 to $100.18 before recuperating to $240.09.
  • The DeFi protocol demonstrated remarkable resilience with its native token’s 140% recovery from the intraday lows, underpinned by substantial trading volume of 570,838 units.
  • Following the volatility, AAVE entered consolidation territory within a narrow $237.71-$242.80 range as markets digested the dramatic price action.
Technical Indicators Summary
  • Price range of $179.12 representing 64% volatility during the 24-hour period.
  • Volume surged to 570,838 units, substantially exceeding the 175,000 average.
  • Near-term resistance identified at $242.80 capping rebound during consolidation phase.

Disclaimer: Parts of this article were generated with the assistance from AI tools and reviewed by our editorial team to ensure accuracy and adherence to our standards. For more information, see CoinDesk’s full AI Policy.

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Blockchain Will Drive the Agent-to-Agent AI Marketplace Boom

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AI agents, software systems that use AI to pursue goals and complete tasks on behalf of users, are proliferating. Think of them as digital assistants that can make decisions and take actions towards goals you set without needing step-by-step instructions — from GPT-powered calendar managers to trading bots, the number of use cases is expanding rapidly. As their role expands across the economy, we have to build the right infrastructure that will allow these agents to communicate, collaborate and trade with one another in an open marketplace.

Big tech players like Google and AWS are building early marketplaces and commerce protocols, but that raises the question: will they aim to extract massive rents through walled gardens once more? Agents’ capabilities are clearly rising, almost daily, with the arrival of new models and architectures. What’s at risk is whether these agents will be truly autonomous.

Autonomous agents are valuable because they unlock a novel user experience: a shift from software as passive or reactive tools to active and even proactive partners. Instead of waiting for instructions, they can anticipate needs, adapt to changing conditions, and coordinate with other systems in real time, without the user’s constant input or presence. This autonomy in decision-making makes them uniquely suited for a world where speed and complexity outpace human decision-making.

Naturally, some worry about what greater decision-making autonomy means for work and accountability — but I see it as an opportunity. When agents handle repetitive, time-intensive tasks and parallelize what previously had to be done in sequence, they expand our productive capacity as humans — freeing people to engage in work that demands creativity, judgment, composition and meaningful connection. This isn’t make-believe, humanity has been there before: the arrival of corporations allowed entrepreneurs to create entirely new products and levels of wealth previously unthought of. AI agents have the potential to bring that capability to everyone.

On the intelligence side, truly autonomous decision-making requires AI agent infrastructure that is open source and transparent. OpenAI’s recent OSS release is a good step. Chinese labs, such as DeepSeek (DeepSeek), Moonshot AI (Kimi K2) and Alibaba (Qwen 3), have moved even quicker.

However, autonomy is not purely tied to intelligence and decision making. Without resources, an AI agent has little means to enact change in the real world. Hence, for agents to be truly autonomous they need to have access to resources and self-custody their assets. Programmable, permissionless, and composable blockchains are the ideal substrate for agents to do so.

Picture two scenarios. One where AI agents operate within a Web 2 platform like AWS or Google. They exist within the limited parameters set by these platforms in what is essentially a closed and permissioned environment. Now imagine a decentralized marketplace that spans many blockchain ecosystems. Developers can compose different sets of environments and parameters, therefore, the scope available to AI agents to operate is unlimited, accessible globally, and can evolve over time. One scenario looks like a toy idea of a marketplace, and the other is an actual global economy.

In other words, to truly scale not just AI agent adoption, but agent-to-agent commerce, we need rails that only blockchains can offer.

The Limits of Centralized Marketplaces

AWS recently announced an agent-to-agent marketplace aimed at addressing the growing demand for ready-made agents. But their approach inherits the same inefficiencies and limitations that have long plagued siloed systems. Agents must wait for human verification, rely on closed APIs and operate in environments where transparency is optional, if it exists at all.

To act autonomously and at scale, agents can’t be boxed into closed ecosystems that restrict functionality, pose platform risks, impose opaque fees, or make it impossible to verify what actions were taken and why.

Decentralization Scales Agent Systems

An open ecosystem allows for agents to act on behalf of users, coordinate with other agents, and operate across services without permissioned barriers.

Blockchains already offer the key tools needed. Smart contracts allow agents to perform tasks automatically, with rules embedded in code, while stablecoins and tokens enable instant, global value transfers without payment friction. Smart accounts, which are programmable blockchain wallets like Safe, allow users to restrict agents in their activity and scope (via guards). For instance, an agent may only be allowed to use whitelisted protocols. These tools allow AI agents not only to behave expansively but also to be contained within risk parameters defined by the end user. For example, this could be setting spending limits, requiring multi-signatures for approvals, or restricting agents to whitelisted protocols.

Blockchain also provides the transparency needed so users can audit agent decisions, even when they aren’t directly involved. At the same time, this doesn’t mean that all agent-to-agent interactions need to happen onchain. E.g. AI agents can use offchain APIs with access constraints defined and payments executed onchain.

In short, decentralized infrastructure gives agents the tools to operate more freely and efficiently than closed systems allow.

It’s Already Happening Onchain

While centralized players are still refining their agent strategies, blockchain is already enabling early forms of agent-to-agent interaction. Onchain agents are already exhibiting more advanced behavior like purchasing predictions and data from other agents. And as more open frameworks emerge, developers are building agents that can access services, make payments, and even subscribe to other agents — all without human involvement.

Protocols are already implementing the next step: monetization. With open marketplaces, people and businesses are able to rent agents, earn from specialized ones, and build new services that plug directly into this agent economy. Customisation of payment models such as subscription, one-off payments, or bundled packages will also be key in facilitating different user needs. This will unlock an entirely new model of economic participation.

Why This Distinction Matters

Without open systems, fragmentation breaks the promise of seamless AI support. An agent can easily bring tasks to completion if it stays within an individual ecosystem, like coordinating between different Google apps. However, where third-party platforms are necessary (across social, travel, finance, etc), an open onchain marketplace will allow agents to programmatically acquire the various services and goods they need to complete a user’s request.

Decentralized systems avoid these limitations. Users can own, modify, and deploy agents tailored to their needs without relying on vendor-controlled environments.

We’ve already seen this work in DeFi, with DeFi legos. Bots automate lending strategies, manage positions, and rebalance portfolios, sometimes better than any human could. Now, that same approach is being applied as “agent legos” across sectors including logistics, gaming, customer support, and more.

The Path Forward

The agent economy is growing fast. What we build now will shape how it functions and for whom it works. If we rely solely on centralized systems, we risk creating another generation of AI tools that feel useful but ultimately serve the platform, not the person.

Blockchain changes that. It enables systems where agents act on your behalf, earn on your ideas, and plug into a broader, open marketplace.

If we want agents that collaborate, transact, and evolve without constraint, then the future of agent-to-agent marketplaces must live onchain.

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‘Largest Ever’ Crypto Liquidation Event Wipes Out 6,300 Wallets on Hyperliquid

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More than 1,000 wallets on Hyperliquid were completely liquidated during the recent violent crypto sell-off, which erased over $1.23 billion in trader capital on the platform, according to data from its leaderboard.

In total, 6,300 wallets are now in the red, with 205 losing over $1 million each according to the data, which was first spotted by Lookonchain. More than 1,000 accounts saw losses of at least $100,000.

The wipeout came as crypto markets reeled from a global risk-off event triggered by U.S. President Donald Trump’s announcement of a 100% additional tariff on Chinese imports.

The move spooked investors across asset classes and sent cryptocurrency prices tumbling. Bitcoin briefly dropped below $110,000 and ether fell under $3,700, while the broader market as measured by the CoinDesk 20 (CD20) index dropped by 15% at one point.

The broad sell-off led to over $19 billion in liquidations over a 24 hours period, making it the largest single-day liquidation event in crypto history by dollar value. According to CoinGlass, the “actual total” of liquidations is “likely much higher” as leading crypto exchange Binance doesn’t report as quickly as other platforms.

Leaderboard data reviewed by CoinDesk shows the top 100 traders on Hyperliquid gained $1.69 billion collectively.

In comparison, the top 100 losers dropped $743.5 million, leaving a net profit of $951 million concentrated among a handful of highly leveraged short sellers.

The biggest winner was wallet 0x5273…065f, which made over $700 million from short positions, while the largest loser, “TheWhiteWhale,” dropped $62.5 million.

Among the victims of the flush is crypto personality Jeffrey Huang, known online as Machi Big Brother, who once launched a defamation suit against ZachXBT, losing almost the entire value of his wallet, amounting to $14 million.

«Was fun while it lasted,» he posted on X.

Adding to the uncertainty, the ongoing U.S. government shutdown has delayed the release of key economic data. Without official indicators, markets are flying blind at a time when geopolitical risk is rising.

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