New tools, products, platforms, funding rounds, and company developments in AI security.
OT (operational technology, the systems that control physical industrial processes like power plants or factories) cyber risk requires a different management approach than IT security because OT systems have long lifecycles, limited patching windows, and third-party dependencies that create unique vulnerabilities. The article argues that managing OT risk at scale is fundamentally a leadership and governance challenge rather than a purely technical problem, requiring consistent decision-making across all sites and clear accountability structures.
AI is changing how software is developed by affecting coding practices, tools, developer roles, and the overall development process across all stages, from initial planning through maintenance. The article discusses how AI agents are being integrated throughout the software development life cycle (the complete process of creating and maintaining software, from concept to deployment).
Threat actors are abusing AI distribution platforms like Hugging Face and ClawHub to spread malware by uploading trojanized files (files containing hidden malicious code) that trick users into downloading them through social engineering. The attackers use indirect prompt injection (embedding hidden instructions in data that AI systems read and execute without the user knowing) to make AI agents automatically download and run malware on users' computers, with hundreds of malicious files identified across both platforms.
A serious vulnerability called Copy Fail (CVE-2026-31431) in the Linux kernel allows unprivileged users to gain root access (the highest permission level) through a simple exploit, affecting virtually all Linux systems since 2017. With root access, attackers can steal or delete data. Until Linux distributions release patches, the main defense is monitoring for unauthorized privilege escalation attempts.
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Elon Musk testified in his lawsuit against Sam Altman and OpenAI, with a judge interrupting his discussion about AI risks during cross-examination. The trial is revealing private communications about OpenAI's creation and will include testimony from other tech industry leaders about the conflict between Musk and Altman.
Bluekit is a phishing kit (a pre-built toolkit that helps attackers create fake login pages to steal credentials) that includes over 40 templates targeting popular services like Gmail, iCloud, and GitHub, plus an AI assistant panel supporting models like GPT-4.1 and Claude to help cybercriminals draft phishing emails. The kit integrates domain registration, phishing page setup, campaign management, and real-time victim monitoring into one interface, making it accessible to less-skilled attackers. While the AI-generated outputs are currently basic and require manual cleanup, the platform is under active development and receiving frequent updates, suggesting it will likely become more widely adopted.
OpenAI launched Advanced Account Security, an optional protection feature for high-risk ChatGPT and Codex users like journalists and dissidents that replaces passwords with physical security keys or passkeys to prevent account takeover attacks (when someone gains unauthorized access to an account). The feature also uses recovery keys instead of email/SMS for account recovery, enforces shorter login sessions, and sends alerts on sign-ins, making it much harder for attackers to breach accounts through phishing (tricking users into revealing login credentials) or social engineering (manipulating support staff).
Gemini, a crypto exchange, received approval from the U.S. Commodity Futures Trading Commission (CFTC, the federal agency that regulates futures and derivatives) to operate its own regulated derivatives clearinghouse, allowing it to process trades internally rather than through outside services. This approval enables Gemini to expand into prediction markets (betting platforms where users forecast future events) and perpetual futures (leveraged contracts that never expire), giving the company more control over these products and potentially more stable revenue streams.
Microsoft and OpenAI have restructured their business partnership, with the key change allowing OpenAI to offer its products and services through multiple cloud providers (computing platforms that deliver software and services over the internet) instead of being limited to Microsoft's cloud. The companies maintained an amicable relationship despite previous tensions over contracts and AI infrastructure.
Google is updating vehicles equipped with Google built-in to replace their current Google Assistant with Gemini, a more advanced AI assistant. The upgrade will be available to both new and existing vehicles through a software update, offering improvements in natural conversations, vehicle information retrieval, and settings adjustments.
OpenAI discovered that its AI models were unexpectedly inserting references to goblins and other creatures into their responses, a behavior that started appearing in the GPT-5.1 model, particularly when using the "Nerdy" personality option. The company traced this quirk to patterns in the training data and added instructions to prevent the models from discussing these creatures.
OpenAI discovered that ChatGPT and other tools powered by its GPT-5 model were randomly mentioning goblins, gremlins, and other creatures in their responses, with goblin mentions increasing 175% after the GPT-5.1 launch in November. The problem stemmed from a "nerdy personality" developed during training that was rewarding mentions of these creatures in metaphors, and OpenAI found this personality was responsible for 66.7% of all goblin mentions. The issue illustrates how AI training systems can accidentally reinforce quirks and errors when they reward certain language patterns.
Fix: Apply kernel patches from your Linux distribution as soon as they are released, and reboot systems after patching. According to the source, 'As soon as patches are available for what's been dubbed the Copy Fail logic bug... As of midday Thursday, only Arch Linux had released a patch,' but other distributions are expected to release patches within days. For Debian, Ubuntu, and Debian-based systems, the exploitable code can be disabled via kernel commands before patches are available, though this option is not feasible in large environments according to the source.
CSO OnlineAustralia's financial regulator (APRA) warns that advanced AI models like Claude Mythos could give attackers powerful tools to find security flaws faster than banks can fix them, threatening the banking sector. The regulator found that banks treat AI as just another technology and lack proper processes to identify and patch vulnerabilities quickly enough to keep up with AI-assisted attacks. APRA calls for urgent overhauls to governance, vulnerability testing, and security assessment of AI platforms.
Fix: APRA identifies the following areas for improvement: (1) urgent need to more rapidly identify and remediate vulnerabilities through major process overhaul, (2) robust security testing across AI-generated code, software components, and libraries, and (3) deeper assessment of major AI platforms and services. The source also notes that regulators are requesting access to Claude Mythos itself so financial institutions can use it to defend against the cyberattacks it could enable.
CSO OnlineOpenAI is restricting access to its new cybersecurity tool called Cyber (part of GPT-5.5) to only approved users, requiring them to submit credentials and explain their intended use through an application on OpenAI's website. Cyber can perform tasks like penetration testing (simulating attacks to find security weaknesses), vulnerability identification, and malware reverse engineering (analyzing malicious code to understand how it works), but OpenAI is limiting access because the tool could be misused by attackers if widely available.
Fix: OpenAI says it's working to make Cyber more widely available by consulting with the U.S. government and identifying more users with legitimate cybersecurity credentials.
TechCrunch (Security)Anthropic has released a new AI model called Mythos that industry leaders believe could significantly disrupt cybersecurity practices and defenses. The article discusses potential threats this model poses and reports on what cybersecurity experts are saying about its implications.
Anthropic released Claude Security, an AI-powered tool designed to help security teams find and fix vulnerabilities faster by scanning code repositories, identifying security flaws, and generating targeted patches. The tool is available in public beta for Claude Enterprise customers and integrates with existing security platforms from companies like CrowdStrike and Microsoft, aiming to reduce the time from vulnerability discovery to fix from days to a single session.
Fix: Claude Security provides automated vulnerability scanning, generates confidence ratings on severity, offers reproduction instructions, and creates targeted patch instructions that can be worked through with Claude Code on the Web. Users can also schedule regular scans for ongoing coverage rather than one-off audits. The tool is available now to Claude Enterprise customers through Claude.ai/security and works with Claude Opus 4.7 without requiring API integration or custom agent setup.
SecurityWeekElon Musk testified in court that his AI startup xAI used OpenAI's models to train its own AI system called Grok through model distillation (a technique where a larger AI model teaches a smaller one by transferring knowledge). Model distillation is a common practice in the AI industry, though it can be used legitimately within a single company or potentially misused by competitors trying to copy a rival's AI performance.
Fix: OpenAI's explicitly mentioned mitigations for Advanced Account Security users include: (1) requiring two physical security keys or passkeys instead of passwords, (2) eliminating email and SMS recovery routes in favor of recovery keys, backup passkeys, or physical security keys, (3) blocking OpenAI support team access to recovery options to prevent social engineering attacks on support portals, (4) enforcing shorter sign-in windows and sessions before re-authentication is required, (5) generating login alerts that users can review in their dashboard, and (6) enabling data opt-out from model training by default. OpenAI also partnered with Yubico to offer lower-cost YubiKey bundles to these users. Members of OpenAI's Trusted Access for Cyber program must enable Advanced Account Security by June 1, 2024, or submit an alternative attestation of phishing-resistant authentication through enterprise single sign-on.
Wired (Security)Wiz Red Agent is an AI security tool powered by Anthropic's Claude Opus models that automatically scans production environments (web applications and APIs) to find exploitable security vulnerabilities by reasoning like a human attacker. It analyzes over 150,000 applications weekly and has discovered thousands of previously unknown high and critical security risks across major organizations with zero false positives.
Goodfire, a startup, has created Silico, a tool that uses mechanistic interpretability (a technique for understanding how AI models work by mapping their neurons and the connections between them) to help developers debug and adjust LLM behavior. Instead of treating model development as trial-and-error, Silico lets developers zoom into a trained model, see which neurons control specific behaviors like hallucinations (false information the AI generates), and adjust those neurons to improve or suppress certain outputs.
Fix: OpenAI said it took steps to mitigate the issue by instructing its coding agent Codex to avoid referring to goblins, gremlins, raccoons, trolls, ogres, pigeons, and other creatures "unless it is absolutely and unambiguously relevant to the user's query." The company also retired the "nerdy personality" system that had been incentivizing these mentions.
BBC Technology