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Coinbase reviews the May outage incident: AWS cascading failure exposes architectural risks

Coinbase released a retrospective report on the large-scale service interruption event on May 7, 2026.The outage lasted approximately 8 hours, with full recovery taking about 12 hours. During this time, trading, deposits, withdrawals, and most core services were unavailable or severely degraded. Coinbase stated that the outage was caused by multiple cooling units failing simultaneously in the cooling system of a data center in one availability zone (use1-az4) in the AWS us-east-1 region, triggering cabinet thermal protection shutdowns, which led to EC2 instances and EBS volumes going offline, affecting multiple internet services.During the recovery process, the Coinbase trading matching engine lost quorum due to the cluster architecture deployed in a single AWS data center losing most nodes. It required urgent code adjustments and the reconstruction of a new node group to restore operation, gradually restarting market trading during the recovery.Additionally, the AWS-managed Kafka (MSK) service experienced control plane failures, preventing the automatic re-election of partition leaders, further blocking quotes, fees, and some settlement and data flow systems, which expanded the overall impact.After manual partition migration in collaboration with the AWS engineering team, the system gradually returned to normal. Coinbase stated that this incident exposed its shortcomings in cross-availability zone automatic switching capabilities and disaster recovery for managed middleware. The company will upgrade its cross-region hot backup architecture, strengthen regular failure drills, and migrate the Kafka system from dual availability zones to a three availability zone deployment, while also working with AWS to advance root cause fixes and improvements.

The robot AI data platform Mecka AI has completed a $60 million financing round, led by Framework Ventures

According to Fortune, the startup Mecka AI, which focuses on training data for robotic AI, announced the completion of a total financing of $60,000,000, including a $25,000,000 Series A round completed last November and a subsequent $35,000,000 follow-on financing. Both rounds were led by Framework Ventures, with participation from institutions such as Menlo Ventures, SV Angel, and Kindred Ventures.Mecka AI primarily collects human motion data through body sensors, iPhones, and custom hardware, including physical behavior data such as gestures and gait, to train robotic AI models.The company's founder and CEO, Josh Gao, stated that its core philosophy is to train robots using human behavior data rather than traditional teleoperation data, thereby enhancing the general capabilities of robots in the real world.It was introduced that Mecka AI was established in 2025 and currently has about 40 employees. The company claims that based on signed contracts, its annual recurring revenue (ARR Run Rate) is expected to reach $100,000,000, but it has not disclosed a specific client list.Vance Spencer, co-founder of Framework Ventures, stated that Mecka AI is one of the fastest-growing companies in the institution's portfolio.In the future, Mecka AI plans not only to provide training data but also to directly participate in the training and deployment of robotic models, promoting the commercialization of robots in real-world scenarios.

The AI infrastructure sector remains active, with Gate NVDAX contract key indicators consistently ranking first in the world

Recently, funds have continuously flowed into the AI infrastructure sector, significantly increasing the trading activity of computing power and data center-related assets. According to Gate market data, NVIDIA (NVDAX) is currently priced at $216.60, up 0.25% in 24 hours; Marvell Technology (MRVL) is currently priced at $205.17, up 0.82% in 24 hours. According to CoinGlass data, the NVDAX contract position on the Gate platform reached $4.08 million, with a 24-hour trading volume of $2.46 million, both ranking first in the world; the MRVL contract position reached $1.46 million, ranking among the market leaders. Relevant data indicates that AI computing power and data center infrastructure-related assets remain an important direction for capital allocation.It is reported that Gate's stock trading service has officially launched, allowing users to directly trade over 10,000 mainstream U.S. stocks and ETFs using USDT, covering major U.S. securities trading markets and liquidity networks such as NYSE, Nasdaq, NYSE Arca, NYSE American, and BATS, providing users with a more comprehensive choice for global securities asset allocation and further bridging crypto assets with traditional financial markets. Based on a unified account system, users can achieve flexible allocation of digital assets and global securities assets on the same platform, enhancing cross-market investment efficiency.

Korea Investment & Securities and OKX Ventures each invested 80 billion won to acquire a 19.6% stake in Coinone

According to CoinDesk, South Korea's major brokerage firm Korea Investment & Securities (KIS) and the investment institution OKX Ventures under the cryptocurrency exchange OKX officially signed an agreement on May 29, with both parties investing 80 billion won (approximately 53 million USD) each to acquire 19.6% of the shares of the South Korean cryptocurrency exchange Coinone (a total of 39.2%). This transaction is still pending approval from regulatory authorities.It is reported that the total transaction amount of 160 billion won will be conducted through a combination of purchasing existing shares and subscribing to new shares. After the transaction is completed, Coinone's founder and CEO Cha Myunghun will hold 27.8% of the shares, continuing to maintain the status of the largest shareholder and retaining management control; Com2uS Holdings and its affiliates will hold 25%; Korea Investment & Securities and OKX Ventures will jointly become the third-largest shareholders.Korea Investment & Securities stated that it will rely on this equity cooperation to promote the issuance and distribution of tokenized securities (STO), expand corporate virtual asset investment clients, and develop digital asset businesses such as bulk brokerage. In addition, recently, as South Korean regulatory authorities hinted at relaxing the principle of financial asset separation, several traditional financial giants in South Korea, including Samsung Securities and Hana Bank, have been accelerating their efforts to acquire shares in virtual asset exchanges.

Data: In May, the total financing amount in the cryptocurrency market reached 2.21 billion USD, driven by infrastructure and DeFi

According to statistics from the tokenized asset data platform RootData, the total disclosed financing amount in the crypto primary market in May 2026 is approximately $2.21 billion, with a total of 62 financing events disclosed. In terms of the distribution of financing tracks, market funds are still mainly flowing into DeFi, infrastructure, and CeFi, while institutional attention on trading, payment, compliance, and institutional-level services continues to increase.DeFi has become the most active track this month, completing 26 financing events, covering areas such as stablecoins, liquidity protocols, on-chain trading, and yield strategies; the infrastructure track ranks second with 18 financing events, as capital continues to bet on underlying technologies, AI+Crypto, middleware, and on-chain scalability; CeFi has completed 12 financing events, although the number of events is less than DeFi, it performs outstandingly in terms of financing amount, with significant increases in large strategic financing.The top three projects by financing amount are: the parent company of the South Korean exchange Dunamu ($667 million), payment infrastructure project Reap ($600 million, acquisition), and institutional-level stablecoin infrastructure Arc ($222 million). In addition, the prediction market platform Kalshi ($200 million) and on-chain compliance company Elliptic ($120 million) also received significant financing. The top five financing projects this month totaled over $1.9 billion, accounting for about 85% of the overall disclosed financing scale.In May, multiple high-value financings were concentrated in the fields of exchanges, payment infrastructure, prediction markets, and on-chain compliance analysis. In particular, projects related to trading and institutional services such as Gemini, Coincheck, SignalPlus, Variational received financing, indicating that the market is positioning itself around the next phase of incremental funds and institutional demand.In terms of investment institutions, Kraken, Paradigm, Sequoia Capital, Coinbase Ventures, Dragonfly, HashKey Capital continue to remain active, with top capital preferring to bet on projects with clear business models and institutional service capabilities. Overall, the financing market in May shows a trend of gradually returning from high narrative-driven to infrastructure, financial services, and real demand scenarios.

Billionaire Dan Loeb refutes the AI bubble theory: The AI investment craze is far from peaking, and massive capital expenditures will yield returns

According to BusinessInsider, billionaire investor and hedge fund founder of Third Point, Dan Loeb, stated in a podcast that current market concerns about the "bubble theory" of artificial intelligence (AI) are greatly exaggerated, and the development stage of the AI industry is completely different from that of the internet bubble period.Loeb pointed out that technology giants, including Alphabet, Microsoft, Amazon, and Meta, have collectively exceeded $700 billion in capital expenditures this year, which may reach $1 trillion next year, with the vast majority allocated for AI infrastructure development. He stated that to believe these capital expenditures will not yield returns is equivalent to thinking that companies are "burning money for no reason," but currently, these companies have strong profitability and ample cash flow, allowing them to support investments with their own balance sheets.Loeb emphasized that this is different from the situation during the internet bubble when "valuations detached from fundamentals," and does not constitute a traditional valuation bubble. He also mentioned that AI companies like Anthropic are experiencing rapid revenue growth and accelerated product applications, indicating that the industry is still in the early stages of expansion.Reports indicate that Anthropic's latest financing valuation is nearing $965 billion, with annualized revenue jumping from $14 billion to $47 billion, further strengthening market confidence in the commercialization potential of AI.However, there are still some investors in the market, including Michael Burry, who express concerns about the overheated valuations of AI, believing that massive investments may struggle to yield corresponding returns. Loeb, on the other hand, stated, "We haven't even scratched the surface of AI development," and believes that we are still in the early stages of long-term growth.

Gray Scale: Hyperliquid or evolve into a giant in on-chain financial infrastructure, challenging the traditional derivatives market

According to CoinDesk, digital asset management company Grayscale pointed out in its latest report that the decentralized trading platform Hyperliquid is rapidly evolving from a cryptocurrency perpetual contract exchange into a blockchain financial infrastructure platform, and may even challenge traditional derivatives trading and exchange systems in the future, growing into a "financial services giant."The report shows that Hyperliquid is expected to achieve approximately $800 million in revenue by 2025, with an annual perpetual contract trading volume of about $2.9 trillion and an open interest size of around $7 billion, occupying a significant share of the cryptocurrency derivatives market. Grayscale believes that the platform is no longer limited to cryptocurrency trading but is expanding into tokenized stocks, commodities, and prediction markets through the HIP-3 and HIP-4 systems, gradually building an all-weather on-chain trading infrastructure.FalconX also pointed out in another report that Hyperliquid is competing with traditional derivatives exchanges such as CME Group and prediction market platforms like Kalshi and Polymarket, making progress in new markets such as Pre-IPO. The report also emphasizes that regulation remains a key variable. Although Hyperliquid currently restricts access for U.S. users, as the regulatory framework becomes clearer and institutions like Coinbase, Robinhood, and Kraken explore perpetual contract products, this sector may welcome broader growth opportunities in the future.
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