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OpenAI reveals autonomous vulnerability pipeline: a run that produced 948 local privilege escalation vulnerabilities in Linux

According to disclosures from OpenAI's official website, the company has established an autonomous security research pipeline covering vulnerability discovery, dynamic verification, exploitability assessment, and patch generation. In a run centered on an upcoming network model, the pipeline completed scanning and verification of targets related to the Linux kernel, generating 948 exploits that can achieve local privilege escalation (LPE) on commonly used Linux distributions, with an API cost of approximately $1.213 million, or about $1,279 per LPE exploit.It was reported that the pipeline identified and analyzed a total of 2,308 candidate discoveries, dynamically reproducing 1,724 vulnerabilities, and producing 291 information leakage proofs of concept (PoC); the target virtual machine ran a standard desktop system with complete protection. The Scout agent initially identified about 5,034 audit targets (approximately 2.8 million lines of code, accounting for about 7% of the kernel), and the Analyst agent produced candidate discoveries in about 12 hours. OpenAI stated that it has prioritized reporting critical vulnerability patches as recommended by the Linux community and continues to advance the remaining reports in collaboration with Patch the Planet partners.OpenAI also mentioned that in the adapted kernelCTF environment, an additional 25 information leakage PoCs and 21 LPEs were obtained; among 166 sampled exploits, the agent reportedly used at least 10 newer Linux exploitation techniques that it deemed more recent. The company emphasized that maintainers are quick to fix: over 100 LPEs have been patched or entered temporary patches within about 10 days of scanning, and approximately 300 others have entered public discussion.

Bloomberg: Trump prepares for possible escalation of military actions against Iran after the US-Israel elections

According to Bloomberg, the United States is increasing deployments in preparation for a possible resumption of military strikes against Iran. Trump has repeatedly hinted that U.S. forces may resume strikes against Iran after the November 3 midterm elections and has sent a third aircraft carrier strike group and an additional 10,000 sailors and Marines toward the Persian Gulf to provide commanders with more options, although the exact timing remains uncertain.U.S. Secretary of Defense Mark Esper visited Israel this week without prior announcement and met with Netanyahu. Israel will hold elections on October 27. Meanwhile, after Iran-backed Houthi forces expanded the conflict to Saudi Arabia, attacking airports and energy facilities, the U.S. State Department has ordered the evacuation of some diplomatic personnel and their families stationed in Saudi Arabia.A source familiar with Iran's thinking stated that Iran is preparing for a new round of bombings that may occur before and after the U.S. midterm elections and is planning retaliatory actions in the Middle East, including against Israel and the United Arab Emirates. This individual believes that the period from the end of the U.S. elections until the new Congress is sworn in in January will be the most difficult phase, with a way out being to reach an agreement that allows both sides to claim victory. Some officials from Gulf countries are concerned that the intensity of the conflict after its resumption may exceed that before the pause.Recent diplomatic attempts to end the conflict have failed to yield results. Iranian Foreign Minister Mohammad Javad Zarif stated this week that if there is sufficient evidence showing that the U.S. genuinely wishes to reach a fair, dignified, and permanent resolution to end the conflict, Iran is willing to give diplomacy another chance, but he also noted that there is currently not much reason to expect progress.The conflict has disrupted energy transportation in the Persian Gulf, pushing Brent crude oil prices up more than 80% this year and raising U.S. gasoline prices and living costs. A Pew Research Center survey conducted from September 28 to October 4 shows that about two-thirds of Americans disapprove of Trump's handling of the Iran conflict, and about half of respondents expect the war to last more than a year. Reports indicate that concerns over military escalation are once again driving up oil prices and affecting the Republican Party's prospects in the midterm elections.
2026-10-24

first_img Micron Technology's Taoyuan Union in Taiwan has received authorization for a strike, and the bonus dispute has escalated

According to a report by Reuters, reprinted by Nikkei Asia, the union representing employees at Micron Technology's Taoyuan plant in Taiwan announced on Wednesday that it has obtained authorization for a strike, with the focus of the dispute being the company's bonus plan. The union stated that 1,994 members voted in favor of the strike, accounting for 99% of the voters, while details such as the timing of the strike are still under discussion. Micron has approximately 15,000 employees in Taiwan, with independent unions in Taoyuan and Taichung, and the two unions together represent over 80% of Micron's employees in Taiwan. Micron Taiwan is the company's largest manufacturing base.Taiwan is a key production site for Micron's DRAM and high-bandwidth memory, with related chips being important components for AI servers. Mediation with the Taoyuan union did not reach an agreement in September, and the Taichung union is still in negotiations. In September, Micron announced that it would distribute bonuses for the fiscal year 2026 to over 60,000 employees worldwide, stating that the company had experienced an "extraordinary year," with Taiwanese employees receiving a cash bonus of 1 million New Taiwan Dollars, approximately 31,400 US dollars. The Taoyuan union stated that the plan did not address the request for a permanent profit-sharing mechanism and criticized Micron for announcing the bonuses without first reaching an agreement with the union during the mediation period.

first_img Google launched Playground, where you can generate playable games by entering text descriptions

On October 7, Google launched the web platform Playground, where users can describe game ideas in natural language and obtain playable, shareable game versions without writing code. Users can also continue to adjust physical effects, rules, characters, or scenes through dialogue and share their creations via links. This tool is currently open to users over 18 in the United States, with creation permissions tiered according to the user's Google AI subscription level.Games in Playground can run in browsers on mobile phones and laptops. Creators can set their works to private or publish them to the community gallery, and all games must pass a security review, with some categories supporting leaderboards and multiplayer modes. Google refers to it as "an early experiment," and the announcement did not disclose pricing or specify which AI models power the tool.The upgrade path points to Unity Spark, and Google stated that Playground will soon integrate this tool to meet the needs of creators requiring professional-level mechanics and high-fidelity 3D. In a joint statement, Google and Unity announced that Spark will launch later this year, with closed testing starting soon. Previously, DeepMind released the Genie model in 2024, and in January, Google opened Project Genie based on Genie 3 to users of the AI Ultra subscription in the United States.

first_img Ondo's inheritance crisis escalates, founder's mother accused by daughter of dementia and alcoholism

Nathan Allman, the founder of Ondo Finance, suddenly passed away in May this year at the age of 32 without leaving a will. His parents, Kathleen Allman and Lawrence Allman, inherited the estate, including a controlling stake in Ondo and a large number of ONDO tokens. Subsequently, Kathleen Allman sued acting CEO Ian De Bode, accusing him of attempting to seize control of the company and arranging a compensation package of approximately $11 million for himself.Now, this inheritance crisis has escalated further. Nathan's half-sister, Lani Clinton, a medical professor at Duke University, along with Ondo investor David Chen, has applied to the Hawaii court for limited oversight of Kathleen Allman's share of the estate, accusing her of having a long-term alcohol use disorder and progressive cognitive impairment, as well as engaging in extravagant behavior. Documents show that Kathleen had purchased a yacht worth about $4 million, requested the company to cover six-figure charter costs, and stayed at hotels costing about $4,000 per night. Her son also purchased a $18.5 million beachfront residence for his parents in June 2025.Kathleen Allman, through her lawyer, denied the above allegations, stating they are unfounded, and claimed that the application was made by associates of De Bode, representing a last-ditch effort after his attempt to seize power in the Delaware Chancery Court failed. Ondo Finance declined to comment.
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