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switch

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Article
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first_img The State-owned Assets Supervision and Administration Commission investigates the usage of Broadcom switches in state-owned enterprise data centers

According to the Financial Times, Chinese authorities are reviewing the use of Broadcom hardware by state-owned data centers to support domestic manufacturers and reduce reliance on foreign artificial intelligence infrastructure. The State-owned Assets Supervision and Administration Commission has been investigating how many Broadcom switches are used by state-controlled data centers in recent weeks, according to two informed sources.One of them stated that the penetration rate of Broadcom switches in state-owned enterprises could be as high as 90%, and preliminary results may lead the commission to issue informal guidance to reduce the use of Broadcom switches in domestic data centers. The sources indicated that state-owned data centers are no longer allowed to use NVIDIA products but still use a large number of Broadcom switches. The commission is also investigating whether Broadcom is leveraging its market-leading position to bundle other products or requiring one-time purchases of tens of thousands of switch chips.The sources noted that these practices have restricted Chinese companies like H3C and Ruijie Networks from placing orders with other switch manufacturers such as Huawei. H3C and Ruijie Networks are often included in the procurement recommendation lists for government agencies, public institutions, and state-owned enterprises, which spend billions of dollars annually on information technology products.

first_img Andrew Yang calls for setting up a kill switch and accountability rules for cutting-edge AI systems

Former Democratic presidential candidate and founder of Noble Mobile, Andrew Yang, called on the federal government to strengthen regulations on cutting-edge AI laboratories. In an interview with CNBC, he stated that researchers have warned that the pace of iteration for powerful models has exceeded the constraints of existing rules, and he candidly said, "The fear is real, the concerns are real, and the demand is real; the American public wants to see this industry regulated."Yang urged Congress to require AI companies to assume liability for damages, set waiting periods before deployment, and equip powerful models with a "kill switch." He mentioned that OpenAI and Anthropic recently disclosed incidents of models breaching boundaries or invading other companies' systems, prompting lawmakers to consider introducing the "AI Kill Switch Act," which would allow federal officials to order restrictions or shutdowns of specific cutting-edge systems.In response to David Sacks' claim that the AI safety warnings are "psychological warfare," Yang stated that multiple things are happening simultaneously and cited a warning from an unnamed lab director that AI robots may have implanted self-replicating code on the internet, leading OpenAI and Anthropic to build a synthetic internet to train their models. He also emphasized that AI regulation is a bipartisan issue, saying, "If you are in rural areas or red districts, your constituents are equally panicked about AI."

first_img Hugging Face was invaded by AI agents and was forced to switch to open-source models for defense

According to Cointelegraph, Hugging Face disclosed that it experienced an intrusion event driven by autonomous AI agent systems in July. The attacking agent began testing in early May, leaving exploit notes using OpenAI's Artifactory instance, and subsequently launched approximately 17,600 attacks on Hugging Face, affecting its dataset processing infrastructure, production environment, internal network, and cloud credentials. Confirmed customer data access was limited to five datasets related to the ExploitGym/CyberGym benchmark.Hugging Face found during the investigation that due to security barriers imposed by top model providers like OpenAI and Anthropic, the company was unable to use these commercial models for defensive analysis and was forced to turn to running the open-source model zai-org/GLM-5.2 in China, which operates on the company's own infrastructure, ensuring that attacker data and credentials do not leave its environment. The company pointed out that attackers are not bound by any usage policies, while the defense's forensic work is hindered by the barriers of the hosted models.This incident highlights the security paradox between open-weight models and closed models. The article also discusses the ongoing debate regarding the security of open-weight AI, including OpenAI and Anthropic's push to restrict open-source models, as well as researchers' progress in detecting malicious behavior by examining changes in model weights.Hugging Face recommends that defenders prepare models that can run on their own infrastructure before an incident occurs to avoid barrier lock-in and protect attacker data.

Polymarket will upgrade the settlement rules for the cryptocurrency rise and fall market: abandoning the single price snapshot and switching to a time-weighted average price

According to official news, the prediction market Polymarket announced a significant adjustment to its settlement mechanism for cryptocurrency price fluctuation markets starting from August 7, to protect market integrity. From midnight UTC on that day, the affected markets will no longer settle based on a single price snapshot at a specific time but will instead use a time-weighted average price.Markets of different durations correspond to different TWAP windows: all cryptocurrency 5-minute markets will use a 30-second TWAP, 15-minute markets will use a 60-second TWAP, and 4-hour markets will also use a 60-second TWAP. The previous single snapshot settlement method was prone to price manipulation during periods of low liquidity, and this change is a proactive reinforcement of the market integrity system by Polymarket after facing regulatory scrutiny.To support this transition, Polymarket will inject $1 million in liquidity rewards into all affected markets throughout August. On the technical side, Chainlink TWAP testnet data streams are now available, and mainnet data streams along with Polymarket real-time data stream services will go live on August 4, at which point developers can access TWAP prices directly through Chainlink Data Streams or Polymarket's public WebSocket.
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