PANews posted on X (formerly Twitter). Dolphin Network serves as the core default model provider for the Venice platform, utilizing a 'point-to-pool' architecture to integrate idle GPUs into the AI inference network. The protocol's revenue is fully allocated to token buybacks, with no external equity structure involved and no plans to introduce one in the future.

A sophisticated npm worm named 'Mini Shai-Hulud' is spreading through well-known developer projects such as TanStack, UiPath, and DraftLab, according to ChainCatcher. The threat monitoring system MistEye, operated by blockchain security firm SlowMist, detected the worm. Attackers are hijacking GitHub credentials to release malicious software packages disguised as legitimate updates. These packages contain a hidden script, router_init.js, which runs silently in CI/CD environments like GitHub Actions. The worm is designed to steal CI/CD keys, cloud infrastructure keys, and cryptocurrency wallet information, using GitHub's infrastructure for data exfiltration. SlowMist has shared the threat intelligence with its clients, advising projects using the affected packages to check their CI/CD pipelines for the presence of the router_init.js file. They recommend rotating all exposed GitHub, cloud service, and cryptocurrency credentials and continuously monitoring for unusual background activities in the development environment.

On May 12, borrowing costs in the UK approached their highest levels since 2008, leading to a significant drop in the British pound and a decline in the stock market. According to Jin10, investors are bracing for potential changes in leadership, which could threaten the fiscal austerity policies of Prime Minister Keir Starmer's government. The benchmark 10-year UK government bond yield surged by 11 basis points to 5.11%, slightly below the peak reached in March, driven by investor concerns over inflation due to the 'Iran War.' The 30-year UK bond yield, sensitive to fiscal risks, also rose by 10 basis points to 5.78%, nearing the highest point since 1998 reached last week. The pound fell 0.5% against the dollar to 1.354. Mohit Kumar, an economist at Jefferies Group, stated, 'Our baseline scenario is for Starmer to exit in an orderly and controlled manner.' He added that any successor is likely to have a left-leaning political stance, which could negatively impact long-term bond yields and the pound. Kumar disclosed that he has positioned himself to capitalize on the widening spread between short-term and long-term UK borrowing costs and is shorting the pound.

Ukraine's President Volodymyr Zelensky announced a successful meeting with Palantir CEO Alex Karp. According to Jin10, Zelensky stated that Ukraine is gradually advancing its cooperation with the U.S. defense sector.

On May 12, trading activity for Venice AI (VVV) contracts has significantly increased on the centralized exchange Hyperliquid, according to BlockBeats On-chain Detection. The 24-hour trading volume surpassed $39 million, with open interest reaching $32.9 million. The recent price surge of VVV has led to notable profits for the largest on-chain address involved in this rally. The address, 0xfdf, utilized a 3x leverage to long 123,000 VVV tokens at an average price of $8.34. The current value of this position is approximately $2.2 million, resulting in an unrealized profit of about $1.2 million, equating to a 1.6x return on the initial investment.

在资本恐慌与入口迁移中，软件主动把自己重构成Agent可调用的能力。

PANews posted on X (formerly Twitter). The technology sector has experienced ongoing layoffs in 2026, with data from TrueUp revealing that 298 layoffs have occurred in the first five months of the year, impacting a total of 129,440 individuals. This averages to approximately 981 people affected daily. March was particularly severe, with 49,452 layoffs, marking the highest monthly figure in over a year. The monthly breakdown is as follows: January saw 27,223 layoffs, February had 24,631, March recorded 49,452, April had 18,385, and May saw 9,749 layoffs.

A crypto trader known as Unihax0r lost over $200,000 after two of his wallets were drained across Ethereum, Base, and BSC in a fast multi-chain attack on 11 May 2026. Investigators believe the issue came from a private key leak linked to a Telegram trading bot called SIGMA, which may have exposed the wallets to the attacker.

Bitcoin surged sharply above $82,000 on Sunday after Donald Trump rejected Iran’s latest peace proposal, reigniting geopolitical uncertainty across global markets and triggering a wave of short liquidations.

Circle一季度财报表面失手，实则暗藏亮点：储备收入低于预期，但扣除分销成本后的核心指标RLDC超预期3%，USDC链上交易量同比暴增263%。更大的故事在于叙事转型。

AI智能体需要美元稳定币、链上钱包与清算结算基础设施，而Coinbase正在搭建整套底层技术栈。

Cerebras 这次 IPO 是公开市场对"NVIDIA 之外有没有真正的 AI 推理平台型公司"的第一次系统性表决。对于 Cerebras 自己，IPO 之后才是真正的大考。

Bitcoin’s peer-to-peer network is experiencing a mysterious and unprecedented surge in node-related IP addresses, with daily unique addresses suddenly exploding from a long-standing range of roughly 30,000–60,000 to nearly 250,000 by May 2026 — a spike that has alarmed parts of the Bitcoin developer community.

OpenAI launched a new AI deployment company backed by more than $4 billion to help businesses integrate AI into daily operations. It is also acquiring Tomoro to bring in around 150 AI engineers and deployment specialists.

资本投入产生回报往往要滞后数月甚至数年。而当下各大企业正大举砸钱布局 AI 赛道，已是无可否认的事实。最终兑现的利润规模将远超市场普遍预期。

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