News linked to both this project and an event.
Odaily News "White-Haired Stock God" Serenity shared insights on the AI industry chain on the X platform, noting that AI infrastructure demand is driving multiple sectors—including storage, advanced packaging, computing power financing, optical communications, power supply, and electronic components—into a long-term expansion cycle. The AI supply chain remains in a phase of rapid growth.In the storage sector, Serenity cited UBS forecasts indicating that traditional DRAM manufacturers (such as Micron) could see gross margins reach an unprecedented 95% by 2027, potentially even surpassing the gross margin levels of HBM products. Additionally, SanDisk's long-term agreements already cover approximately two-thirds of its 2028 production capacity, with minimum contracted revenue reaching $93 billion. Given its current market cap of around $239 billion, this suggests its future revenue targets could persist for years, making it difficult to simply classify the company as a traditional cyclical stock.On the cloud computing infrastructure front, CoreWeave has signed agreements to use Nvidia A100 GPUs through 2029. This is a positive development for emerging cloud computing companies such as Nebius and Iren, and it also weakens some investors' bearish thesis centered on the rapid depreciation of older GPUs.AI model companies are also continuing to grow at a pace that exceeds expectations. Frontier AI labs are still maintaining extremely rapid growth rates, and a slowdown in growth would actually be a cause for concern. The market projects that Anthropic's 2028 revenue could reach $190 billion to $200 billion.However, advanced packaging and semiconductor infrastructure remain core bottlenecks. The head of advanced packaging at TSMC has stated that in the coming years, the industry may face not only memory shortages but also tight supply of ABF substrates.Serenity concluded that the AI infrastructure supply chain is continuously expanding. From GPUs, storage, and advanced packaging to power, optical communications, and electronic components, every segment is showing a long-term demand growth trend. The AI supply chain is still in a high-speed development stage.
According to Yonhap News, IBM released the "2026 Cost of a Data Breach Report" on July 30. The report indicates that 25% of global malicious cyber infringement incidents were executed with the assistance of AI, representing a 56% increase compared to the previous year. Primary attack methods include deepfake impersonation and AI-driven malicious code. The average loss from AI-related infringement incidents reached $6 million, approximately $1 million higher than the average loss of all incidents, which stood at $4.99 million. Notably, 62% of AI attacks are concentrated in the critical infrastructure sector. The average loss for the financial services industry is $6.3 million, while for the energy industry, it is $5.2 million. On the defense side, enterprises that actively implement AI and automated security operations can save approximately $2 million in losses on average. 85% of enterprises stated they plan to increase security investment to address new-generation AI threats.
Odaily Odaily News, July 22nd - Web3 security firm CertiK released its "H1 2026 Wrench Attack Report." The report indicates that a total of 52 publicly verified wrench attacks were recorded globally in the first half of 2026, a year-over-year increase of 33.3%; related losses amounted to approximately $124 million, an increase of about 11.8 times compared to the same period last year.The report notes that attackers are shifting from exploiting technical vulnerabilities to targeting asset holders and their real-world social networks. Home invasion incidents increased from 1 case in H1 2025 to 20 cases, accounting for 41% of the total incidents in the period. Europe has become a high-incidence area for attacks, with 33 cases occurring in France alone, representing 63.5% of the global total.CertiK stated that as real-world risks become a significant challenge for digital asset security, enterprises and high-net-worth individuals need to establish more comprehensive protection systems. CertiK has launched operational security services to help identify exposure risks related to identity, family, residence, and travel routes. Simultaneously, through the CertiK Security Workspace, it correlates off-chain intelligence, on-chain transactions, and AML risk signals to support institutions in tracking and analyzing cybercrime activities. Furthermore, CertiK is strengthening cooperation with international law enforcement agencies such as Interpol and Europol, providing technical support for cross-border attack investigations and security policy research.
UBTECH (09880.HK) has launched its full-size, super-bionic humanoid robot, the U1, which features 88 degrees of freedom across its body. The U1 Pro is priced at 169,800 yuan, the U1 Ultra (male and female versions) at 990,000 yuan and 880,000 yuan respectively, and the lightweight, lower-body-only U1 Lite at 119,800 yuan.UBTECH Chairman and CEO Zhou Jian stated that orders for the U1 have exceeded 11,000 units, with a target to complete delivery of these over 10,000 robots this year. (Source: Kan Kan News)Possibly influenced by this news, UBTECH (09880.HK) closed up 7.48%, currently trading around 102 Hong Kong dollars.
According to TheEnergyMag, AI cloud service provider Nebius (NASDAQ: NBIS) released its first-quarter financial results, reporting revenue of $399 million—more than seven times higher year-on-year and exceeding analysts’ expectations of $371 million. Its adjusted net loss stood at $100.3 million, better than market expectations. Following the earnings release, Nebius’s stock rose approximately 17% in pre-market trading, with its year-to-date gains exceeding 100%. This quarter, the company’s capital expenditures surged to approximately $2.5 billion. It also announced securing 1.2 gigawatts of power capacity and land in Pennsylvania for constructing a new AI factory. CEO Arkady Volozh stated that enterprises are transitioning from the AI experimentation phase to large-scale production deployment, and the company continues to face “unprecedented demand.” Additionally, Nebius recently acquired AI startup Eigen AI for approximately $643 million and signed a five-year, up-to-$27 billion long-term AI compute supply agreement with Meta Platforms.