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Kelp DAO Vulnerability Triggers Exodus of Hundreds of Billions; Two Major DeFi Lending Pathologies Clash Head-On

Title: Kelp DAO Exploit Triggers $15 Billion Exodus, Exposing a Clash Between Two DeFi Lending Models. In April 2026, a hacker exploited a LayerZero bridge vulnerability in the Kelp DAO project, minting $292 million in fake rsETH tokens. These were deposited into Aave as collateral to borrow real Ethereum, draining the protocol's liquidity. Within three and a half days, Aave saw $15 billion in deposits flee, forcing a costly $160 million bailout. The root cause was identified as Aave's governance, which had previously voted to set rsETH's loan-to-value ratio to a risky 93%, leaving minimal safety margin. This incident starkly contrasts with the experience of Morpho, the second-largest DeFi lending protocol. Some fake rsETH also flowed into Morpho, but the exposure was limited to $1 million across isolated, pre-configured markets, preventing systemic contagion. The event highlights a fundamental divergence in DeFi lending architectures. Aave employs a shared liquidity pool model, where all deposits back all approved collateral assets, governed by DAO vote. This creates systemic risk, as seen when even users who never interacted with rsETH faced frozen funds. Furthermore, Aave's governance, influenced by leveraged borrowers, prioritized their interests during the crisis, even lowering borrowing rates for frozen markets at the expense of safer depositors. Its supplemental insurance mechanism, Umbrella, also failed as providers withdrew capital when needed. Morpho operates on an isolated market model. Anyone can create a separate lending market with fixed parameters (collateral, loan asset, oracle, rates). Independent risk managers (curators) allocate capital to these markets, bearing losses within their own vaults if they occur. This structure prevents risk from spreading and removes governance conflicts, as curators' decisions are not subject to community override. Beyond crisis management, the shared pool model carries a hidden cost: idle capital. In Aave's core markets, the spread between borrowing and deposit rates represents unusable funds, costing an estimated $52 million annually in lost value. Morpho's model targets a higher utilization rate (90% vs. Aave's 60-80%) because it eliminates rehypothecation risk, dynamically adjusting rates to balance supply and demand without governance delays. Consequently, Morpho often offers higher net yields to depositors. Institutional adoption underscores this difference. Major players like Coinbase (powering its lending for over 100M users), Apollo Global Management, Anchorage Digital, and SG-FORGE (Societe Generale) have chosen to build on Morpho. They require compliant, self-controlled risk parameters that Aave's community-governed model cannot provide. This trend is amplified by regulations like the proposed US GENIUS Act, which will push stablecoin issuers to seek neutral, controllable infrastructure like Morpho to manage trillions in reserve assets.

marsbit2 дня назад 01:44

Kelp DAO Vulnerability Triggers Exodus of Hundreds of Billions; Two Major DeFi Lending Pathologies Clash Head-On

marsbit2 дня назад 01:44

When Tokens Cost More Than People, 'AI Narrative' Runs Into Trouble

Title: When Tokens Cost More Than People, the "AI Narrative" Hits Trouble The economic sustainability of corporate AI adoption is under scrutiny as token consumption soars while measurable business value remains elusive. Major companies like Uber and Microsoft report struggling to justify rising AI costs, with executives coining terms like "tokenmaxxing" to describe wasteful usage. Data reveals a stark picture: for every dollar spent on AI tokens, only 18 cents translates to user-facing value, with the rest consumed by bug fixes, rework, and friction. The debate splits into bullish and bearish camps. Bulls, like Goldman Sachs analysts, see current inefficiencies as growing pains, predicting a 24-fold increase in token demand by 2030 and a shift towards healthier metrics like "cost per effective action." They point to indicators of real productivity gains and argue current tech valuations are not in bubble territory. Bears, however, highlight an unsustainable model where value is heavily concentrated in semiconductor companies like Nvidia, funded by cloud giants taking on massive debt. Studies show 95% of firms investing in generative AI see zero return. A deeper concern is the circular financial structure between cloud providers (hyperscalers) and AI labs like OpenAI and Anthropic. Billions in cloud service commitments are tied to these labs, which are partly funded by the hyperscalers' own investment. This creates a loop where cloud revenue depends on labs securing continuous external funding to pay their compute bills, which in turn relies on end-corporates willing to pay ever-higher token costs. The sustainability of this cycle is now in question. While not a classic bubble—AI technology is real and delivers productivity for power users—the central issue has shifted. The focus is no longer just on technological capability but on economics: whether the savings AI generates for businesses can outpace the soaring costs and justify the valuations of labs and cloud providers. The era of equating rising token usage with successful AI transformation is over. The bill for AI has arrived, but who ultimately pays remains uncertain.

marsbit2 дня назад 01:44

When Tokens Cost More Than People, 'AI Narrative' Runs Into Trouble

marsbit2 дня назад 01:44

Li Kaifu and Wang Xiaochuan Pivot: The First Half of the Large Model Entrepreneurship Era Ends

Li Kaifu and Wang Xiaochuan, leading figures in China's AI industry, are signaling a strategic shift, marking the end of the first phase of the large language model (LLM) startup boom. Li's 01.AI, once seen as a potential "Chinese OpenAI," is now pivoting towards enterprise applications and Agent technology, explicitly modeling itself after the低调但 profitable Palantir with a goal of profitability by 2026. Wang's Baichuan Intelligence is fully转战ing the vertical field of healthcare, launching a medical LLM and AI doctor product. This reflects a broader industry清醒. The initial狂热 of 2023, with its focus on chasing参数, benchmarks, and the "Chinese OpenAI" narrative, has collided with the harsh reality of an AI "heavy industry" war dominated by immense capital expenditure from US tech giants (微软, Google, etc.) and Chinese互联网大厂. The cost of competing in foundational模型 has become prohibitively high for most startups. The paths of the original "Six Tigers" have diverged: some like智谱 and MiniMax achieved high valuations via IPOs, effectively closing the capital window for new通用模型 players. Others, like 01.AI and Baichuan, are retreating from the通用模型 race to focus on商业化 and垂直场景. The deeper change is China's AI sector accepting that its comparative advantage may not lie in foundational model突破 but in applications, engineering, commercialization speed, and integrating AI into real-world industrial and user scenarios—turning AI into a viable industry. Li and Wang, veterans from the互联网 era, represent a generation that entered with理想主义 but is now pragmatically adjusting to reality. Their strategic转身 signifies a交棒 from the狂热造神 phase to a more mature stage focused on sustainable business,合同, and现金流. This isn't a story of failure, but a体面告别 to unrealistic expectations, with the long-term battle ahead passed to a new generation of AI-native builders.

marsbit2 дня назад 01:30

Li Kaifu and Wang Xiaochuan Pivot: The First Half of the Large Model Entrepreneurship Era Ends

marsbit2 дня назад 01:30

Samsung Securities Bets on Upbit: South Korean Financial Capital Fully Embraces Crypto

On May 28th, Samsung Securities announced its investment of approximately 306.3 billion KRW (about $203 million) to acquire a 2% stake in Dunamu, the operator of Upbit, South Korea's largest cryptocurrency exchange. This move signifies a strategic shift as South Korea's traditional financial capital begins to formally embrace the crypto industry, potentially heralding a deeper integration between the two sectors. South Korea has long been a vibrant crypto market, with Upbit dominating local trading volumes. However, a regulatory policy known as "separation of finance and virtual assets" had previously limited traditional financial institutions' direct involvement. Recent signals from regulators about potentially relaxing these rules have opened the door for deeper engagement. Samsung Securities' investment is seen as a strategic move to secure a foothold in the next generation of digital finance ahead of this expected liberalization. The investment reflects a broader anxiety among traditional Korean financial institutions about evolving financial landscapes. As financial activities increasingly migrate on-chain and younger users gravitate towards crypto and digital assets, platforms like Upbit are evolving from simple trading venues into core nodes for future financial networks—encompassing roles like new-age brokerages, asset issuance platforms, and payment gateways. By investing in Dunamu, Samsung Securities is not only gaining exposure to a profitable entity but also securing access to Upbit's vast user base, liquidity, and its position as a key entry point into Korea's Web3 ecosystem. This trend mirrors developments in the United States, where traditional finance has increasingly adopted crypto through instruments like Bitcoin ETFs and digital asset custody services. Analysts predict that South Korea may follow a similar path: witnessing broader traditional finance entry into virtual assets, further "financialization" of crypto exchanges, and potentially emerging as a significant on-chain financial hub in Asia, leveraging its strong retail investor base and active trading culture. In essence, Samsung Securities' stake in Upbit is less a simple financial investment and more a strategic acquisition of a seat at the table in South Korea's evolving digital financial order. It underscores a growing consensus that the future of finance may not be a battle between traditional systems and crypto, but rather the comprehensive on-chain integration of traditional finance.

marsbit2 дня назад 01:29

Samsung Securities Bets on Upbit: South Korean Financial Capital Fully Embraces Crypto

marsbit2 дня назад 01:29

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