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first_img OpenAI's new model Astra can autonomously discover and exploit software vulnerabilities, rated as "critical" in cybersecurity capability level

OpenAI stated that its upcoming Astra model can autonomously discover previously unknown software vulnerabilities and convert them into usable attack vectors without human intervention, making it the company's first model to reach the "Critical" cybersecurity capability level threshold. In a blog post released on Tuesday, OpenAI mentioned that according to its Preparedness Framework, reaching this level means the model can discover zero-day vulnerabilities and develop usable exploit code in hardened real systems without human involvement, or design and execute attacks based solely on a high-level objective.In testing, Astra achieved a 100% score in benchmark tests for developing exploit code based on known vulnerabilities and discovered two previously unknown vulnerabilities in another internal test. Additionally, the model successfully broke through a hardened browser sandbox and executed commands on the host machine, while gaining root access by exploiting multiple weaknesses in the operating system. OpenAI stated that it has delayed some of Astra's development progress to enhance security measures and plans to make its advanced cybersecurity capabilities available only to selected testers.This capability is particularly relevant to the cryptocurrency industry, as software vulnerabilities can be converted into financial losses within minutes. CoinDesk reported in June that increasingly powerful AI models can compress the process of searching code, discovering misconfigurations, and assembling attacks from days or weeks to machine speed. Security researchers noted at the time that the significant change was not the emergence of new categories of attacks, but rather the dramatically increased speed at which existing vulnerabilities are discovered and exploited.

"The Fed's Mouthpiece": How Waller Explains Inflation Determines the Path He Will Take

According to Nick Timiraos, a reporter for the Wall Street Journal, known as the "Fed's megaphone," in his latest article, Federal Reserve Chairman Kevin Walsh will face a core issue during his first major speech this week in Jackson Hole: whether the persistently high inflation in the United States is caused by one-time shocks such as tariffs and wars, or if the economy itself is still overheating.This judgment will directly determine the direction of interest rates and is currently the biggest divergence within the Federal Reserve. In the July meeting, three officials supported a rate hike, while other officials indicated the possibility of further tightening policies, but Walsh has not made a clear statement. Since taking office, he has deliberately reduced policy guidance, and now both the market and his Federal Reserve colleagues are waiting for him to systematically explain his judgment for the first time.The key to Walsh's term ultimately depends on how he explains why the previous policies failed to bring inflation back to 2%. If the policies of lowering interest rates and supporting employment over the past two years were fundamentally wrong because the labor market is actually stronger than the Federal Reserve judged, then Walsh needs to push for a reversal of interest rate cuts. However, this would conflict with the previous demands from Trump and Bessenet for further rate cuts.
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