AI Safety Guidelines: 10 Essential Rules to Protect Data, Finances, and Reputation When Working with LLMs
A detailed analysis of emerging AI-related security risks highlights how large language models can autonomously execute attack chains, fall victim to prompt injection, and cause cascading errors in complex workflows. The article examines real-world incidents such as the Anthropic vending machine pricing failure, the Meta Instagram account takeover via overly helpful AI support, and Copilot Studio data leaks through prompt injection. It emphasizes that while attack methods themselves are not revolutionary, AI agents can now scale them at machine speed with autonomous decision-making and recovery capabilities. The piece provides ten concrete safety rules covering financial controls, fact verification, data confidentiality, context pollution prevention, and access limitation. It also stresses that ultimate responsibility always remains with the human operator, not the AI system.
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Yandex 360 Email Archive Documentation Shows Search Snapshots and Former Employee Log Filters
The Yandex 360 administrator guide describes the email archive as a tool that stores copies of all messages sent and received by employees on the organization's domain. Two specific statements in the documentation indicate that each saved search returns a static snapshot that does not update automatically when new mail arrives, requiring manual cloning or recreation of the search to obtain current results. The same documentation states that the action log records every operation performed in the archive, yet the employee filter in the log interface only displays currently active accounts, making it impossible to select a former administrator by name. API 360 currently provides no documented endpoints for creating, executing, or retrieving archive searches, leaving all operations dependent on the web console. Additional notes clarify that messages remain available after an account is blocked but disappear once the account is deleted, and that messages removed before the archive was enabled cannot be recovered. These documented behaviors directly affect incident response and offboarding procedures that rely on historical email retrieval and audit trails.
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N-able Releases Hotfix 4 for Critical N-central RCE Flaw CVE-2026-86218 Now Confirmed Exploited
N-able disclosed a critical vulnerability in its N-central IT operations management platform that allows unauthenticated remote code execution on affected servers. The flaw, tracked as CVE-2026-86218, received the maximum CVSSv4.0 base score of 10.0 and is rated Critical. The company published security advisory information on September 5, 2026, and quickly followed with Hotfix 4 (version 2026.3.1.14) that resolves the issue. Although exploitation was not observed at disclosure, N-able updated the advisory the next day to confirm active exploitation in the wild. The vendor urges customers to apply the hotfix immediately and to monitor for suspicious account creation and scanning activity from specific IP addresses. Earlier hotfixes addressing CVE-2026-86206 and CVE-2026-86207 were superseded by the new release.
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GTA: Vice City Runs Natively in Browser via reVC Port, Supports Smartphones and High Frame Rates
A browser-based version of the 2002 classic GTA: Vice City has been made available on the Quenq website, allowing play without any client installation on both desktop computers and mobile devices. The port supports keyboard, gamepad, and touch controls while offering save management, mod support, cheat code entry, and frame rate customization. Testing on an OnePlus 12 smartphone showed smooth performance in both landscape and portrait orientations. The implementation relies on the reVC decompilation project combined with WebAssembly for C++ execution and WebGL 2 for graphics acceleration. On desktop hardware the game can exceed 100 FPS, far above the original 30 FPS target, which can affect physics behavior. The site also hosts a similar GTA III port based on re3, with traces of the earlier DOS Zone project visible in the pause menu. Previous DMCA action by Take-Two in 2025 temporarily shut down the service, yet the versions remain accessible despite ongoing copyright concerns.
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Basis Acquires 70% of Proto to Integrate Observability Platform into Basis Dynamix
Russian infrastructure software developer Basis has acquired a 70% stake in Proto, the creator of an observability and operational data analytics platform. The transaction was executed through a capital investment, with funds allocated to product development and integration into Basisโs ecosystem. Proto will operate as a subsidiary while retaining its team and continuing to advance the Proto Observability Platform. The technology will be embedded into Basis Dynamix to enable predictive analytics, incident forecasting, and proactive alerts before infrastructure failures occur. AI-driven features from Proto will support predictive assessment of IT system health. Standalone configurations will remain available for customers outside the Basis ecosystem. The company projects combined revenue from Proto technologies within its portfolio to reach at least 1 billion rubles between 2026 and 2031. CEO David Martirosov noted that the acquisition shortened development timelines by approximately 18 months compared to building similar capabilities from scratch. Proto ranked among the top three Russian observability platform providers in the 2025 Technologies of Trust study, with the domestic market estimated at 3โ15 billion rubles and growing at roughly 24% annually.
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Dropbox Accounts Compromised Through Lenovo ID Authentication Flaw
Several thousand Dropbox accounts were breached between August 4 and 21 due to an authorization flaw involving Lenovo ID. The root cause was an error on Lenovo's side that permitted registration of accounts using arbitrary email addresses, which could then be used to access matching Dropbox accounts. Dropbox responded by forcing logouts for all users who had relied on Lenovo ID and by requiring direct password entry for Dropbox credentials. Approximately 5,000 accounts were affected, though only about one-third saw stored files accessed by attackers. Accounts protected by two-factor authentication remained unaffected. Additional reports from the same period covered Kaspersky analysis of ValleyRAT spyware using DLL sideloading, a critical SQL injection vulnerability in the All-in-One WP Migration WordPress plugin, and a Google Chrome update addressing CVE-2026-85046 in the V8 engine.
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Critical Zero-Day CVE-2026-75650 in Adobe Commerce and Magento Allows Unauthenticated Remote Code Execution, Already Exploited
Adobe has released an emergency security update for Adobe Commerce and Magento after discovering a critical zero-day vulnerability that permits remote attackers to execute arbitrary code without authentication. The flaw, tracked as CVE-2026-75650, stems from improper sanitization of special elements in the template engine and carries the maximum CVSSv3.1 base score of 10.0. Adobe rates the issue as Critical and confirms active exploitation in real-world attacks. A hotfix is now available, and the company has assigned the highest priority rating of 1, urging all customers to apply the update within 72 hours. The advisory was published on September 7, 2026, highlighting the need for immediate action due to the severity and confirmed abuse.
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Google to Add Explicit Content Warnings in Android System Photo Picker
Google is preparing a new safety feature for the system photo picker in Android that will scan images and videos for explicit or nude content. The tool is designed to warn users before they share intimate photographs, whether accidentally or due to a momentary lapse in judgment. This functionality will operate at the system level, meaning it applies across multiple apps that use the built-in photo selector. The feature aims to reduce the risk of unintended distribution of private images that could lead to embarrassment or privacy violations. By integrating the check directly into Android, Google seeks to provide a consistent layer of protection without requiring third-party applications to implement similar logic themselves.
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LG Smart TVs Record Audio in Standby Mode and Scan Home Networks for Advertising Data
Researchers from the Gamers Nexus YouTube channel analyzed multiple LG OLED television models, including the LG G5 series, and discovered that the devices continue to capture audio through built-in microphones even when the screen is off and the television is in standby. The TVs scan local networks to identify smartphones and smartwatches, collect internal IP addresses, available Wi-Fi network names, and location data. When internet connectivity is removed, audio recordings are stored locally and transmitted once the connection is restored. The devices also employ Automatic Content Recognition (ACR) technology to generate digital fingerprints of viewed content, with the resulting data reportedly sent to LG Ad Solutions for targeted advertising. Additional vulnerabilities were identified in webOS that could potentially allow remote code execution. LG has not yet commented on the findings, and experts recommend disconnecting the televisions from the internet and using external streaming devices until official clarification is provided.
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Engineer Details Six Weeks Spent Training and Testing Signature Redaction Models for Closed-Loop Document Anonymization
A detailed case study describes attempts to automatically redact handwritten signatures from scanned and text-based PDFs containing personal data such as names, phones, addresses and signatures. The work was performed inside an air-gapped environment on a single GPU machine with no internet access. Multiple approaches including color-based ink gates, pre-trained YOLO detectors, custom-trained YOLO11s models, Tesseract OCR heuristics and various vision-language OCR engines were evaluated on 492 real pages plus synthetic augmentations. Key findings include rotation handling bugs, line-assembly failures in Tesseract, the necessity of using apply_redactions instead of draw_rect for true removal, and the limited value of vision models once rule-based pipelines are mature. The final pipeline reduced expensive vision-model calls from 50 pages to 18 pages while achieving zero leaks across thousands of redactions. The author also measured twelve OCR engines and demonstrated that combining PaddleOCR detection with Tesseract recognition yields the best accuracy-to-speed trade-off.
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From Russian sources
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Exploiting SSTI Vulnerability in Messenger Machine on Standoff 365 Leads to RCE and Corporate Chat Access
A detailed writeup published by Positive Technologies researcher Seven11eleven demonstrates a full attack chain against the vulnerable Messenger machine on the Standoff 365 platform. The researcher began with network reconnaissance using nmap and directory fuzzing with ffuf, uncovering Swagger documentation and JWT-protected endpoints. After identifying user enumeration through the friend search feature, the team discovered a Server-Side Template Injection flaw in the friendship summary functionality powered by the Mako template engine. The SSTI was escalated to remote code execution by injecting Python expressions that leveraged the self.module.cache.util chain to call os.popen commands. With initial access obtained via reverse shell, the attacker pivoted to neighboring services including Gitness, RabbitMQ, and Redis to achieve the defined business risks of accessing developer corporate messaging and extracting the city messenger encryption key.
Google Play Store to Add Pause and Resume Option for App Downloads
Google is preparing a long-awaited feature for the Play Store that will let Android users pause app downloads and resume them later without losing progress. The capability was discovered by Android Authority researchers while examining the code of Play Store version 53.0. Currently the store only allows users to cancel a download entirely, but the new update will introduce a dedicated Pause button next to each active download. Once paused, the item remains visible in the built-in download manager, allowing users to resume directly from the list without searching for the app again. The function is intended to help users manage bandwidth, conserve mobile data, or delay large game downloads until a Wi-Fi connection is available. Although Google has not yet made an official announcement, the feature is already functional in testing, suggesting a release may arrive sooner than the previously indicated 2026 timeframe.
Microsoft Pledges Performance Improvements for Windows 11 on 8GB RAM Devices
Microsoft has announced plans to optimize Windows 11 specifically for computers equipped with 8GB of RAM, addressing long-standing complaints about system resource consumption on budget hardware. Corporate Vice President Mark Linton revealed the initiative during an Acer presentation at IFA 2026, highlighting ongoing work to improve core system components without providing specific metrics or timelines. The effort falls under the internal Windows 11 K2 project, which targets faster File Explorer and search functionality, fewer update-related crashes, better overall responsiveness, and expanded interface customization options including the return of movable taskbar positioning. These changes come at a time when AI-powered features are increasingly integrated into Windows, raising concerns about performance on entry-level laptops that often ship with soldered 8GB memory configurations. Microsoft intends to roll out the improvements gradually through standard Windows updates, focusing on both home users and broader device compatibility.
Prioritizing Account Protection: Moving From Job Titles to Real Business Risks
When budgets are limited, companies must decide whether to protect C-level executives first or focus on employees handling critical data such as accountants, database administrators, and developers. The article outlines four practical scenarios that determine protection priorities instead of relying on corporate hierarchy. These include perimeter defense through VPN access, safeguarding email and documents against phishing, addressing unique user cases like offline executive work, and managing contractor accounts with mandatory multi-factor authentication. A protection matrix maps assets such as commercial information, infrastructure access, and privileged accounts to specific threats and controls including 2FA, DLP systems, and PAM solutions. The piece also highlights three common mistakes, such as treating tool deployment as the finish line, underestimating pilot preparation, and attempting to secure everything simultaneously. It concludes with actionable first steps: inventory accounts, disable unused ones, enable two-factor authentication for high-risk users, and expand coverage gradually.
SCCM Misconfigurations Expose Organizations to Full Infrastructure Takeover
BI.ZONE expert Alexander Kuznetsov details how Microsoft Configuration Manager (SCCM) deployments in 25% of Russian organizations can grant attackers complete control over corporate infrastructure when misconfigured. The article outlines critical risks including administrative privilege escalation, lateral movement, data collection, persistence, and policy manipulation that allow attackers to blend with legitimate maintenance operations. Key recommendations focus on infrastructure isolation, placing Site Server, SMS Provider, and Site Database Server roles in Tier 0 segments, and avoiding single SCCM hierarchies across multiple Active Directory forests or security tiers. The report emphasizes eliminating Network Access Account (NAA) usage in favor of HTTPS or Enhanced HTTP, strictly limiting Client Push Account and domain join account privileges, and auditing computer accounts for site servers. Additional guidance covers PXE deployment risks, database access restrictions, and role-based administrative controls to prevent credential extraction via tools such as SharpSCCM and mimikatz. Overall, the publication provides actionable hardening steps aligned with the principle of least privilege to reduce the attack surface of widely deployed SCCM environments.
Global AI Regulation: From Strict School Bans to Unregulated AI Havens
Countries are adopting sharply different approaches to AI oversight, ranging from comprehensive risk-based frameworks to outright prohibitions on generative tools in education. The United States relies on a patchwork of state laws and presidential actions, including Texas TRAIGA restrictions on high-risk AI systems and New Yorkโs moratorium on generative AI in grades 2โ8. The European Union enforces the AI Act with four risk categories, while Italy adds criminal liability and human oversight requirements in critical sectors. Norway and China have implemented some of the strictest classroom and content-authenticity rules, and Russia introduced its first baseline AI law defining sovereign models effective September 2026. Several nations have also blocked popular chatbots such as ChatGPT, DeepSeek, and Grok. Meanwhile, commercial platforms like FinamX continue integrating multiple AI models into financial workflows despite the regulatory tightening.
From Japanese sources
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Critical Vulnerability in ASUS Control Center Enterprise Allows Remote Root Access Without Authentication
ASUS has disclosed a severe vulnerability in its terminal management software ASUS Control Center Enterprise (ACC) that could allow unauthenticated remote attackers to obtain root privileges. The issue, tracked as CVE-2026-75754, stems from a combination of hardcoded credentials, missing authentication on critical functions, and server-side request forgery flaws. Attackers can retrieve encryption keys via unauthenticated HTTP requests and then enable SSH on TCP port 2222 using the hardcoded credentials to log in as root. The flaw affects managed devices across an organization, potentially leading to data leakage, tampering, deletion, and full remote control. ASUS released a security advisory on September 4, 2026, and strongly recommends immediate updates. The vulnerability was reported by Security NEXT on September 7, 2026.
Top 10 Security Stories: Critical Flaws in PaperCut NG/MF, Chrome, WatchGuard and Others Dominate Week
Security NEXT has published its weekly ranking of the ten most-read articles between August 30 and September 5 2026. The list is led by a critical vulnerability in PaperCut NG/MF that is already being exploited in the wild. Google Chrome received two separate updates addressing 38 vulnerabilities, including two rated Critical and one zero-day. WatchGuard Fireware OS, SonicWall SMA 1000, Cisco IOS XR and Apache Tomcat also received urgent patches for severe flaws. Three real-world incidents made the top ten: a customer-data breach at 01 Bank, a ransomware infection at Hands HD and a suspected cloud leak at Corona. The ranking reflects strong reader interest in both newly disclosed vulnerabilities and confirmed exploitation cases.
CVE-2026-85046 Exploited in Chromium V8 Engine, Affecting Chrome, Edge and Other Browsers
The U.S. Cybersecurity and Infrastructure Security Agency (CISA) has added CVE-2026-85046 to its Known Exploited Vulnerabilities catalog after confirming active exploitation in the wild. The flaw resides in the V8 JavaScript engine of Chromium and stems from a type confusion issue that can allow arbitrary code execution inside the sandbox when a crafted HTML page is processed. Google released a patch for Chrome on September 3, 2026, while the vulnerability carries a CVSS v3.1 base score of 8.8 and is rated High severity. Because numerous browsers including Microsoft Edge, Opera, and Vivaldi are built on Chromium, they are potentially exposed until their respective vendors issue updates. Security teams are advised to verify that all Chromium-based browsers in their environments have been updated to the latest versions containing the fix.
Critical Vulnerabilities Patched in VMware Workstation and Fusion Allowing Host Code Execution
Broadcom has disclosed two vulnerabilities in VMware Workstation and VMware Fusion rated as critical and important respectively. CVE-2026-59346 is an integer overflow flaw in the VMXNET3 virtual network adapter that can be exploited by a local administrator inside a virtual machine to execute arbitrary code on the host system, carrying a CVSS v3.1 base score of 9.3. CVE-2026-59347 is a stack-based buffer overflow in the HGFS file system that permits code execution on the host as the VMX process with a CVSS score of 8.1. Both issues were privately reported and affect users who run virtual machines with local administrative privileges. The flaws have been addressed in VMware Workstation 26H1u1 and VMware Fusion 26H1u1, and Broadcom urges immediate updates via advisory VMSA-2026-0007.
Google Chrome Patches 12 Vulnerabilities Including Actively Exploited V8 Zero-Day
Google has released security updates for Chrome addressing 12 vulnerabilities across Windows, macOS, and Linux platforms. The updates include versions 152.0.7977.83 and 152.0.7977.82 for Windows and macOS, and 152.0.7977.82 for Linux. No critical-rated flaws were fixed in this batch, but ten issues carry a high severity rating. The most notable is CVE-2026-85046, a type confusion flaw in the V8 JavaScript engine that was reported on August 4 and is already being exploited in the wild. Additional high-severity fixes cover a race condition in V8 (CVE-2026-85045), a use-after-free in Compositing (CVE-2026-85048), and another type confusion issue (CVE-2026-85051). This marks the second Chrome security update in three days.
CISA Adds Seven Exploited Vulnerabilities in SonicWall, JFrog and Kestra to KEV Catalog
The US Cybersecurity and Infrastructure Security Agency has added seven known exploited vulnerabilities affecting SonicWall SMA1000, JFrog Artifactory and Kestra OSS products to its KEV catalog. Five of the flaws carry a three-day remediation deadline for federal agencies. Two issues in SonicWall SMA1000 enable unauthenticated server-side request forgery and authenticated OS command execution. A critical authentication bypass in JFrog Artifactory allows remote attackers to obtain administrative privileges. Kestra OSS is affected by an OS command injection vulnerability that can lead to full system compromise. CISA urges immediate patching and incident response actions.
From Portuguese sources
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Pegasus Spyware Returns in Serbian Surveillance Campaign via Zero-Click iMessage Exploit
A Serbian student activist's iPhone was infected with the Pegasus spyware through a zero-click exploit in iMessage, allowing silent installation without any user interaction. The infection, confirmed by Citizen Lab in collaboration with the SHARE Foundation, showed indicators of compromise between December 2025 and January 2026. Apple later sent the target a notification warning of a mercenary spyware attack attempt. The exploit granted full access to photos, messages, files, and enabled covert microphone and camera activation. The vulnerability was addressed in the iOS 18.4.1 update released on April 16, 2025. The incident forms part of a wider surveillance wave in Serbia, with at least 14 individuals including students, activists, a parliament member, and a local political representative receiving similar Apple alerts. Additional targets were hit with Android spyware variants linked to NoviSpy.
Attackers Abuse Legitimate Node.js Runtime to Deploy Persistent Malware in Targeted Operations
Cybercriminals are increasingly misusing the legitimate Node.js runtime to execute malicious JavaScript scripts and maintain persistence on corporate networks. The technique has been observed since February 2026 against governments, technology firms, hotels, and financial organizations. Attackers favor the signed node.exe binary to evade signature-based detections after initial access via ClickFix social engineering. In one case against an Asian technology company, Node.js was deployed following blocked attempts to install AdaptixC2 and Cobalt Strike. The resulting implant establishes registry persistence and communicates with Ethereum blockchain gateways to retrieve commands hidden in smart contracts. The approach has been linked to multiple tools including ModeloRAT, Mistic, EtherRAT, and a variant of AsukaStealer, with some campaigns attributed to the initial-access broker Woodgnat, also known as KongTuke.
Dropbox Lenovo ID Integration Flaw Exposes Thousands of Accounts Without Passwords
A flaw in the federated authentication process between Dropbox and Lenovo ID allowed attackers to compromise approximately 5,000 accounts between August 4 and August 21, 2026. Attackers registered a Lenovo ID using the email address tied to an existing Dropbox account due to missing email verification checks. They then logged in via the Lenovo ID option, and Dropbox automatically associated the identity with the existing account without requiring the original Dropbox password. Only accounts linked to the Lenovo ID integration and lacking two-factor authentication were affected. In fewer than one-third of the compromised accounts, attackers viewed or downloaded stored files. Dropbox responded by terminating all Lenovo ID sessions, removing existing associations, and updating the login flow to require the Dropbox password. Lenovo described the issue as stemming from a legacy integration and stated that its own customers were not directly impacted.
Ransomware Operators Linked to The Gentlemen Deploy TukTuk C2 Framework for Espionage and Credential Theft
Operators associated with the ransomware group The Gentlemen have adopted a new command-and-control framework called TukTuk to steal credentials, monitor compromised systems, and prepare environments for ransomware deployment. The framework was discovered on a server that also hosted tools for disabling EDR solutions, research on vulnerable drivers, and data apparently stolen from two large organizations. TukTuk includes agents for both Windows and Linux, along with its own backend and management panel that allows remote command execution, file transfers, screen capture, and device tracking through a single interface. One notable feature displays a fake Windows Security window on the victim's machine to capture entered credentials and send them directly to the attackers' panel. Researchers identified a DLL sideloading technique that abuses the legitimate Greenshot.exe executable to load a malicious log4net.dll library and launch the TukTuk agent. The server also contained EDRKiller, WarsawKiller, and UnknownKiller tools, plus materials on BYOVD attacks that leverage vulnerable legitimate drivers to gain kernel access and interfere with security products.
Password Spraying Campaign Targets AWS Root Accounts in Over 150 Organizations
A password spraying campaign targeted AWS root accounts across more than 150 organizations between July 24 and August 23, 2026. Attackers performed repeated login attempts against identities holding maximum privileges in the cloud environment. The root account is created with every AWS account and grants full access to resources, configurations, billing, and sensitive administrative functions. Researchers observed a median of two attempts per organization, with some targets receiving up to eight attempts. No successful authentications linked to the campaign have been identified so far. The attacks leveraged distributed proxies across multiple countries and networks, including hosting infrastructure and residential proxies, while using user agents that mimicked older versions of Microsoft Edge and Firefox. Since June 2025, AWS has required MFA for root users, significantly raising the bar for account takeover even if a password is discovered.
Brazilian Malware BraZetsu Uses AI to Map and Sell Compromised Corporate Networks
Researchers have identified a new Windows malware called BraZetsu developed by the Brazilian actor Exilware. The tool maps compromised corporate networks, identifies high-value systems, and prepares access for sale to other criminals. The operation primarily targets Brazil and other countries in Latin America and the Iberian Peninsula. BraZetsu is written in Python with a modular architecture and maintains WebSocket communication with its command-and-control server. It searches for banking software, ERPs, e-commerce platforms, industrial environments, development tools, backup systems, and security solutions. The malware also looks for Brazilian CNAB financial files, digital certificates, and browser history. Evidence suggests heavy use of generative AI during development, with an AI component on the server that may classify stolen files and prioritize valuable machines.
From Chinese sources
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Widespread AI Outage Exposes Fragile Cloud Dependencies Behind ChatGPT, Claude and Grok
On September 3, major AI services including ChatGPT, Claude, Grok, Copilot and Gemini suffered a simultaneous outage lasting nearly four hours. The incident began around 9:30 a.m. ET with ChatGPT and rapidly spread, generating over 12,000 reports on Downdetector within twenty minutes. Industry analysis points to underlying cloud infrastructure rather than the models themselves, with Microsoft Azure and Cloudflare identified as the most likely points of failure. Developers relying on tools such as Cursor experienced immediate loss of code completion and intelligent assistance, forcing manual workflows. The event highlighted single points of failure created by heavy concentration of AI workloads on a small number of cloud providers. Security professionals are urged to map AI supply chains, prepare fallback procedures, monitor infrastructure status pages and adopt multi-vendor routing for critical operations.
CISA Adds Seven Actively Exploited Vulnerabilities to KEV Catalog, Including SonicWall and LiteLLM Flaws Targeting AI Infrastructure
CISA has added seven vulnerabilities confirmed to be exploited in the wild to its Known Exploited Vulnerabilities catalog, with two carrying CVSS scores of 10.0. The list includes critical issues in SonicWall SMA 1000 devices, JFrog Artifactory, Kestra workflow engine, and LiteLLM AI gateway components. Attackers are now systematically targeting AI infrastructure to steal large language model API keys and configuration data from databases such as LiteLLM_ProxyModelTable. Qilin ransomware operators have already chained LiteLLM flaws for remote code execution and data theft. CISA has set a 48-hour remediation deadline for federal agencies, underscoring the urgency for all organizations running these components.
Zhou Hongyi Warns AI Tools Are Industrializing Vulnerability Discovery
At the Fourth Cyberspace Security Forum in Tianjin, 360 founder Zhou Hongyi stated that vulnerability mining is shifting from artisanal workshops to automated production lines, compressing discovery cycles from months or years down to hours. AI tools such as Mythos are standardizing and automating the process, enabling attackers to replicate elite hacker expertise at scale through distilled models and agent swarms. 360's own Tulongfeng platform has already discovered over 10,000 vulnerabilities since its June release, including long-hidden high-risk flaws in Windows, Office, OpenClaw, Flowise, and Codex. The emergence of multi-agent systems introduces new attack surfaces because compromised agents can autonomously collaborate and move laterally faster than human operators. Zhou described this as the "second one-way transparency," where offensive tradecraft becomes copy-pasteable via prompts and toolchains. Defenders are advised to adopt "model-versus-model" strategies, automate vulnerability intelligence workflows with SOAR, enforce strict agent permission audits, and integrate AI into their own code review and detection engineering processes.
Anthropic Fable 5.1 System Prompt Fully Leaked Hours After Launch Exposing 275000 Characters of Rules
Anthropic released its flagship Fable 5.1 model alongside Mythos 5.1 on September 2, achieving strong benchmark scores including 90 percent on ARC-AGI-2. Within hours, researcher Pliny the Liberator published the complete 275000-character system prompt on GitHub, far exceeding the company's official 27000-word disclosure. The leaked document details 46 built-in tools, strict copyright restrictions, memory classification boundaries, and behavioral constraints that function as an internal employee handbook. The incident highlights that model weights remain the true core while prompt-based guardrails create an attack surface once mapped. It also reveals privacy rules that permanently exclude storage of minor identities, criminal records, and self-harm indicators even when users disclose them. The leak underscores the growing gap between vendor transparency claims and actual runtime instructions governing frontier AI systems.
Aiker World AI Co-Creation Base Officially Lands in Hainan Oriental to Build Long-Term AI Talent and Industry Ecosystem
On August 28, the finals of the Oriental Chuxin FC-OPC Next iCreate AI Native Content Creation Competition were held in Hainan Oriental. Aiker World community, in partnership with Oriental Chuxin, advanced their collaboration by establishing an offline AI co-creation base and connecting online talent with real industrial scenarios. Thirty youth teams presented AI projects focused on Chinese cultural dissemination, Hainan tourism and intangible heritage export, free trade port digital economy, and AI content compliance. The event was attended by senior local officials including Oriental Municipal Party Secretary Li Aihua and Hainan Provincial Tourism and Culture Department Deputy Director Wang Zhongyun. 360 Group representative and Aiker World initiator Hu Xiaona highlighted the shift from AI model development to practical enterprise deployment using tools like Nami Work. The new base aims to link talent, experts, and companies for sustained project delivery beyond single events.
1000 AI Builders Gather for 96-Hour SheNicest Hackathon in Beijing to Build Working Demos
Nearly 1000 creators from technology, product, design, hardware and imaging fields have assembled at the Beijing National Convention Center for the SheNicest 2026 Summer Thousand-Person Hackathon. Over 96 hours participants form teams, iterate rapidly and attempt to convert initial ideas into functional, demonstrable AI products across native applications, agents, intelligent hardware, games and AIGC imagery. A workshop led by Hu Xiaona of 360AI Business Development, HackingClub and AikerWorld examined the transition from individual AI tool use to full organizational adoption. She outlined three progressive stages: tool empowerment, workflow automation and true AI-native organizational redesign. The discussion stressed that simply purchasing AI tools does not change outcomes unless processes, roles and collaboration mechanisms are restructured around human-plus-AI teams. The event concludes with Demo Day on August 30, after which builders must address sales, delivery and sustained value creation.
From Spanish sources
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Google Patches Actively Exploited V8 Zero-Day in Chrome (CVE-2026-85046)
Google has released an urgent update for Chrome to address CVE-2026-85046, a high-severity zero-day vulnerability in the V8 JavaScript engine that is being actively exploited in the wild. The flaw is a type confusion issue within the Maglev compiler, specifically tied to optimizations around Array.prototype.sort, which can lead to arbitrary memory read and write primitives inside the JavaScript heap. Attackers can exploit the vulnerability by tricking victims into visiting a specially crafted HTML page, enabling remote code execution within the browser sandbox. The update brings Chrome to version 152.0.7977.82 or higher on Windows, macOS, and Linux, while also addressing a total of 12 vulnerabilities. The issue was reported by researcher Salvatore Gulizia, known as Serotav, who received a $1,000 reward. Other Chromium-based browsers such as Edge, Brave, Opera, and Vivaldi will require corresponding updates from their vendors.
Google Patches Actively Exploited V8 Zero-Day in Chrome (CVE-2026-85046)
Google has released an urgent update for Chrome to address CVE-2026-85046, a high-severity zero-day vulnerability in the V8 JavaScript and WebAssembly engine that is being actively exploited in the wild. The flaw is a type confusion issue tied to the Maglev compiler and optimizations around Array.prototype.sort, which can lead to arbitrary memory read and write primitives inside the JavaScript heap. Successful exploitation allows a remote attacker to execute arbitrary code within the browser sandbox after a victim visits a specially crafted HTML page, a technique commonly seen in malvertising and compromised-site campaigns. The fix is included in Chrome 152.0.7977.82 and later for Windows, macOS, and Linux, and the update also resolves a total of twelve vulnerabilities. The vulnerability was reported on 4 August 2026 by researcher Salvatore Gulizia, known as Serotav, who received a $1,000 reward. Other Chromium-based browsers such as Microsoft Edge, Brave, Opera, and Vivaldi will require corresponding updates from their respective vendors.
Attackers Exploit Critical JFrog Artifactory Flaw CVE-2026-82329 to Forge Admin Tokens and Poison CI/CD Pipelines
A critical vulnerability tracked as CVE-2026-82329 in JFrog Artifactory is being actively exploited in the wild, allowing unauthenticated attackers with network access to generate or forge administrator tokens on self-managed installations that retain default settings. The flaw enables full authentication bypass, granting attackers administrative privileges to enumerate users and groups, access sensitive configurations, read stored artifacts, and modify security settings. The greatest risk arises when Artifactory serves as the central repository for automated CI/CD pipelines, where an attacker can replace trusted internal packages, container images, or dependencies and propagate malicious changes downstream into build runners and production environments. JFrog has released patches for multiple branches, including versions 7.111.21, 7.117.28, 7.125.20, 7.133.29, 7.146.38, and 7.161.20, although patching alone does not invalidate already-issued tokens. Organizations are advised to restrict network exposure, revoke and rotate admin tokens, review audit logs for anomalous token generation and configuration changes, and validate artifact integrity across the vulnerable period. The issue does not affect JFrog Cloud instances.
Critical JFrog Artifactory Flaw CVE-2026-82329 Actively Exploited to Forge Admin Tokens in Self-Managed Deployments
A critical vulnerability identified as CVE-2026-82329 in JFrog Artifactory is being actively exploited in the wild, enabling unauthenticated attackers to generate or forge administrator tokens simply by having network access to affected instances. The flaw impacts self-managed installations that retain default configurations, a common scenario when repositories are deployed quickly and later exposed to the internet. Once administrative access is obtained, attackers can enumerate users and groups, access sensitive configurations, read stored artifacts, and modify security settings. The most severe risk arises when Artifactory automatically feeds CI/CD pipelines, allowing malicious substitution of trusted packages, container images, or dependencies that then propagate downstream into production environments. JFrog Cloud instances were already protected, while self-managed deployments require updates to specific patched versions including 7.111.21, 7.117.28, 7.125.20, 7.133.29, 7.146.38, or 7.161.20. Even after patching, previously issued tokens must be revoked because their validity operates independently of the software update. Organizations are advised to restrict network exposure, rotate credentials, audit token generation logs, and validate artifact integrity for any material published during the vulnerable period.
Attackers Exploit Critical Sangoma Switchvox SQL Injection Flaw CVE-2026-9586 to Deploy Reverse Shells Without Credentials
A critical vulnerability in Sangoma Switchvox allows unauthenticated remote code execution through SQL injection in the /pa HTTP endpoint. The flaw, tracked as CVE-2026-9586 with a CVSS score of 9.3, affects internet-exposed VoIP deployments common in SMB environments. Attackers have already leveraged the issue in active campaigns since August 30, 2026, to open reverse shells and perform reconnaissance using Base64-encoded commands. The root cause is improper handling of the PhoneIP parameter in PostgreSQL queries, classified as CWE-89, which grants superuser database privileges. Sangoma released the fix in Switchvox 8.4.0.2 on July 14, 2026, following initial disclosure in April. Administrators are urged to patch immediately, restrict access, and monitor for indicators such as connections to 176.65.148.184 and suspicious entries in /var/log/switchvox/db-quirks.log.
Attackers Exploit Critical Langflow and Ruby on Rails Flaws for Credential Theft and C2 Infrastructure
Active exploitation has been confirmed for CVE-2026-0768 in Langflow and CVE-2026-66066 in Ruby on Rails. Attackers first focus on reconnaissance and secret exfiltration before establishing command-and-control channels, with potential escalation to remote code execution. In Langflow the flaw allows arbitrary Python code execution as root due to insufficient input validation, enabling attackers to dump environment variables and locate cloud credentials. The Ruby on Rails issue, tracked as KindaRails2Shell, stems from an arbitrary file read triggered when Active Storage processes untrusted image uploads with libvips, exposing secret_key_base and other sensitive keys. Observed campaigns show traffic originating from Russia against Langflow instances and activity targeting canaries in Singapore, Israel, and the United Kingdom for Rails deployments. Defenders are advised to inventory public instances, apply the latest patches, rotate exposed secrets, and monitor for suspicious file reads and C2 communications.