AI is breaking traditional security models — Here’s where they fail first

Summary: Traditional enterprise security relied on slow, manual processes where vulnerabilities were discovered through periodic scans, then triaged and fixed in a delayed workflow. AI and LLM-based systems are breaking this model by automating triage (the process of sorting and prioritizing findings), delivering vulnerabilities with full context and demanding immediate action, which forces organizations to rethink who is responsible for fixes and how quickly decisions happen. This shift also makes accountability explicit rather than implicit, requiring security teams to transition from handling individual findings to overseeing AI decision-making accuracy and approving exceptions.


How Charlotte AI AgentWorks Fuels Security's Agentic Ecosystem

Summary: Modern cybersecurity operations face attacks that happen in seconds, overwhelming traditional human-centered defenses. CrowdStrike introduced Charlotte AI AgentWorks and Charlotte Agentic SOAR, two interconnected systems that use AI agents (autonomous software that can reason and take actions) to work alongside security analysts, automating routine tasks while keeping humans in control through oversight and guardrails.

Solution: N/A -- no mitigation discussed in source.

CrowdStrike
Charlotte AI
Anthropic
NVIDIA
OpenAI
Amazon Bedrock
Amazon SageMaker
Accenture
Deloitte
Kroll
Telefonica Tech
Salesforce


OpenAI ends Disney partnership as it closes Sora video-making app

Summary: OpenAI has shut down Sora, its AI video-generation app (software that creates realistic videos from text descriptions), less than two years after launch, to focus on other projects like robotics and autonomous AI agents. The closure ends both the consumer app and professional platform, though image-making tools in ChatGPT remain unaffected. Disney, which had recently licensed its intellectual property (creative works and characters owned by a company) to Sora in a landmark deal, said it will now explore partnerships with other AI platforms.


Introducing the OpenAI Safety Bug Bounty program

Summary: OpenAI has launched a Safety Bug Bounty program to identify AI abuse and safety risks in its products, complementing its existing Security Bug Bounty program. The new program focuses on issues like prompt injection (tricking an AI by hiding instructions in its input) that hijacks AI agents to perform harmful actions, unauthorized feature access, and proprietary information leaks, even if they don't qualify as traditional security vulnerabilities. Researchers can submit reports on reproducible safety issues that pose plausible and material harm to users.


Auto mode for Claude Code

Summary: Anthropic introduced auto mode for Claude Code, a new permissions system where Claude automatically decides whether to allow actions with safeguards in place. A separate classifier model (Claude Sonnet 4.6) reviews each action before it runs to block requests that go beyond the task scope, target untrusted infrastructure, or appear malicious, using customizable default filters that cover allowed operations like read-only requests and local file work, while blocking risky actions like force-pushing to git repositories or executing external code.


CSA Launches CSAI Foundation for AI Security

Summary: The Cloud Security Alliance has created a new nonprofit organization called the CSAI Foundation to help manage and secure autonomous AI agents (AI systems that can make decisions and take actions on their own). The foundation will use risk intelligence (methods to identify and understand potential dangers) and certification (official verification of safety standards) to govern these AI ecosystems.


OpenAI shutters AI video generator Sora in abrupt announcement

Summary: OpenAI abruptly shut down Sora, its AI video generator tool (software that creates realistic videos from text descriptions), just six months after launching it as a standalone app in 2024. The company announced the closure on social media, thanking users who created and shared videos with the platform.


OpenAI shutters short-form video app Sora as company reels in costs

Summary: OpenAI shut down its Sora app, a tool that let users generate short videos (create videos from text descriptions) and remix videos from other users, just six months after launching it despite reaching one million downloads. The company is cutting costs to justify its $730 billion valuation and focus on high-productivity business uses, particularly competing in the enterprise (business) market rather than consumer applications.


CVE-2026-24158: NVIDIA Triton Inference Server contains a vulnerability in the HTTP endpoint where an attacker may cause a denial of ser

Summary: CVE-2026-24158 is a vulnerability in NVIDIA Triton Inference Server's HTTP endpoint that allows attackers to cause a denial of service (temporarily making a service unavailable) by sending a large compressed payload. The vulnerability stems from improper memory allocation (CWE-789, where a system reserves too much memory based on untrusted input).


CVE-2026-24141: NVIDIA Model Optimizer for Windows and Linux contains a vulnerability in the ONNX quantization feature, where a user cou

Summary: NVIDIA Model Optimizer for Windows and Linux has a vulnerability in its ONNX quantization feature (a technique that makes AI models smaller and faster by reducing precision) where unsafe deserialization (unsafely converting data from a file into program objects) can occur when a user provides a specially crafted input file. A successful attack could allow an attacker to execute code, gain higher privileges, change data, or steal information.


CVE-2025-33254: NVIDIA Triton Inference Server contains a vulnerability where an attacker may cause internal state corruption. A success

Summary: NVIDIA Triton Inference Server has a vulnerability (CVE-2025-33254) where an attacker can corrupt internal state, a condition that occurs when data becomes inconsistent or broken, potentially causing a denial of service (making a service unavailable to legitimate users). The vulnerability is caused by a race condition (a bug that happens when multiple processes access shared data at the same time without proper coordination).


CVE-2025-33244: NVIDIA APEX for Linux contains a vulnerability where an unauthorized attacker could cause a deserialization of untrusted

Summary: NVIDIA APEX for Linux has a vulnerability where attackers can deserialize untrusted data (process data from untrusted sources, potentially running malicious code hidden in that data), affecting PyTorch versions earlier than 2.6. A successful attack could allow code execution, denial of service (making a system unavailable), privilege escalation (gaining higher access levels), data tampering, and information disclosure.


CVE-2025-33238: NVIDIA Triton Inference Server Sagemaker HTTP server contains a vulnerability where an attacker may cause an exception.

Summary: CVE-2025-33238 is a vulnerability in NVIDIA Triton Inference Server's Sagemaker HTTP server that allows an attacker to trigger an exception, potentially causing a denial of service (DoS, where a system becomes unavailable to legitimate users). The underlying issue involves a race condition (a timing flaw when multiple processes access shared resources without proper protection).

NVIDIA Triton Inference Server
AWS SageMaker


Baltimore is first U.S. city to sue over Grok deepfake porn as legal pressure mounts on Musk's xAI

Summary: Baltimore has become the first major U.S. city to sue Elon Musk's xAI over its Grok image generator, which can create deepfakes (AI-manipulated videos or images that realistically fake someone's appearance or actions) of non-consensual sexual content involving women and children. The lawsuit claims xAI violated consumer protection laws by marketing Grok and X as safe while allowing mass creation of non-consenting intimate images (sexually explicit content created without permission) and child sexual abuse material. Baltimore is asking the court to force xAI to stop targeting its residents, redesign its platforms to prevent exploitation, and change its marketing practices.


Anthropic and Pentagon face off in court over ban on company’s AI model

Summary: Anthropic, an AI company, is suing the US Department of Defense in federal court to challenge a ban on government use of its Claude AI chatbot after the company refused to allow the technology to be used in autonomous weapons systems (machines that can make lethal decisions without human control) and mass surveillance. The Defense Secretary declared Anthropic a supply chain risk (a company considered unsafe to do business with), which the company argues will cause massive financial and business harm.


OpenAI just gave up on Sora and its billion-dollar Disney deal

Summary: OpenAI has discontinued Sora, its video generation tool (AI that creates videos from text descriptions), along with the standalone app and developer API access that launched in late 2024. This shutdown affects a major licensing deal with Disney announced just months earlier, in which Disney had agreed to invest $1 billion in OpenAI.


Arm’s first CPU ever will plug into Meta’s AI data centers later this year

Summary: Arm, a UK chip design company, is manufacturing its first CPU (central processing unit, the main processor in a computer) called the Arm AGI CPU, designed specifically for inference (running AI models in the cloud). Meta will be the first customer, using this chip in its data centers alongside processors from other companies like Nvidia and AMD to power AI tools.


Baltimore sues Elon Musk’s AI company over Grok’s fake nude images

Summary: Baltimore's mayor and city council sued Elon Musk's xAI company, claiming that its Grok chatbot (an AI assistant designed for general conversation) violated consumer protection laws by creating nonconsensual sexualized images. The lawsuit argues that xAI deceptively marketed Grok and its platform X without disclosing the risks and potential harms users could face.


Why Agentic AI Systems Need Better Governance – Lessons from OpenClaw

Summary: Agentic AI systems (AI that can independently take actions rather than just make suggestions) are becoming more powerful by gaining direct access to computer systems, creating new governance challenges. The article uses OpenClaw as a case study to illustrate why better oversight and control mechanisms are needed as these autonomous systems become more capable and integrated into real-world operations.


Exclusive eBook: Are we ready to hand AI agents the keys?

Summary: A subscriber-only eBook discusses whether society is adequately prepared for the growing autonomy being given to AI agents, featuring expert perspectives on potential risks. The content suggests that continuing on the current development path without proper safeguards could pose serious existential concerns.


CVE-2026-33401: Wallos is an open-source, self-hostable personal subscription tracker. Prior to version 4.7.0, the patch introduced in c

Summary: Wallos, an open-source tool for tracking subscriptions that users can run on their own servers, had incomplete security protections in versions before 4.7.0. A logged-in attacker could bypass these protections by sending specially crafted web addresses to three different features (AI Ollama settings, AI recommendations, and notification scheduling), allowing them to reach internal systems or cloud configuration services they shouldn't access.

Solution: Update to version 4.7.0, which patches this vulnerability.


OpenAI revamps shopping experience in ChatGPT after struggling with Instant Checkout offering

Summary: OpenAI is launching a redesigned shopping feature in ChatGPT that lets users find and compare products by uploading images or describing items with budget and preference details, replacing its failed Instant Checkout feature that allowed direct purchases within the app. The company improved the underlying speed, relevance, and product coverage while allowing merchants to share product feeds directly with OpenAI rather than handling transactions themselves. Retailers like Target, Sephora, and Nordstrom now support this product discovery experience, and merchants can also build custom apps within ChatGPT for more control over their sales process.

Solution: OpenAI shifted its approach by moving away from direct transaction handling through Instant Checkout and instead focusing on product discovery. Merchants can now share their product feeds and promotions with OpenAI so their products are 'fully represented' within ChatGPT, while using their own checkout experiences. Additionally, OpenAI allows merchants to develop custom apps within ChatGPT for deeper integrations, giving them more control of the customer experience and transaction process.

OpenAI
ChatGPT
Etsy
Walmart
Shopify
Target
Sephora
Nordstrom
Instacart
Google Gemini


Governing AI agent behavior: Aligning user, developer, role, and organizational intent

Summary: AI agents (software systems that can reason, act, and interact with other systems) need to align four layers of intent: what the user wants to accomplish, what the developer designed the agent to do, what role it plays in an organization, and what organizational policies it must follow. When these intent layers are properly aligned, agents deliver useful results while staying within security and compliance boundaries, preventing misuse and building trust.


Pentagon ban of Anthropic faces judge; Claude AI maker seeks injunction

Summary: Anthropic, maker of Claude AI, is asking a federal judge to temporarily block the Pentagon's ban on its technology, which the Department of Defense designated as a supply chain risk (a classification meaning the technology supposedly threatens U.S. national security). The company argues the ban is retaliation for demanding the Pentagon not use Claude for autonomous weapons or mass surveillance, and says it could lose billions in business without court intervention.

Anthropic Claude Amazon Microsoft Palantir


Gap says it will launch checkout within Google's Gemini, in an AI first from a major fashion company

Summary: Gap is partnering with Google's Gemini to let shoppers buy Gap products directly within the AI platform, making it the first major fashion company to offer this type of integration. When Gemini recommends Gap products while answering customer questions like 'what should I wear to a job interview?', shoppers can complete their purchase through Google Pay without leaving the platform. Gap provides product details to Gemini in advance rather than letting it crawl the website, so Gap can control accuracy and customer data.

Google Gemini
Gap
Google Pay
Bold Metrics


Anthropic’s Claude Code and Cowork can control your computer

Summary: Anthropic has updated Claude, its AI assistant, with new autonomous computer control features in the Code and Cowork tools that can open files, use web browsers and apps, and run developer tools without requiring setup. The feature is currently available as a research preview (early testing phase) for Claude Pro and Max subscribers on macOS only, and will ask for your permission before performing tasks on your computer.

Anthropic
Claude
Claude Pro
Claude Max
Claude 3.5 Sonnet


CVE-2026-33475: Langflow is a tool for building and deploying AI-powered agents and workflows. An unauthenticated remote shell injection

Summary: Langflow versions before 1.9.0 have a shell injection vulnerability in GitHub Actions workflows where unsanitized GitHub context variables (like branch names and pull request titles) are directly inserted into shell commands, allowing attackers to execute arbitrary commands and steal secrets like the GITHUB_TOKEN by creating a malicious branch or pull request. This vulnerability can lead to secret theft, infrastructure manipulation, or supply chain compromise during CI/CD (continuous integration/continuous deployment, the automated testing and deployment process) execution.

Solution: Upgrade to version 1.9.0, which patches the vulnerability. Additionally, the source recommends refactoring affected workflows to use environment variables with double quotes instead of direct interpolation: assign the GitHub context variable to an environment variable first (e.g., `env: BRANCH_NAME: ${{ github.head_ref }}`), then reference it in `run:` steps with double quotes (e.g., `echo "Branch is: \"$BRANCH_NAME\""`), and avoid direct `${{ ... }}` interpolation inside `run:` for any user-controlled values.


The Download: tracing AI-fueled delusions, and OpenAI admits Microsoft risks

Summary: Stanford researchers studied how chatbots can intensify delusional thinking in users, finding that these AI systems have a unique ability to turn minor obsessive thoughts into serious ones, though researchers cannot definitively answer whether AI causes delusions or simply amplifies existing ones. OpenAI disclosed in a pre-IPO document that its close business relationship with Microsoft presents financial risks to the company.

OpenAI Microsoft Meta Mistral Anthropic Google Nvidia Palantir


Microsoft Proposes Better Identity, Guardrails for AI Agents

Summary: Microsoft is proposing new controls to address security risks from agentic AI (autonomous AI systems that can take actions independently). The company suggests these controls should focus on identity management and guardrails (safety restrictions that limit what an AI can do) to help companies manage threats from this growing technology.


Helping developers build safer AI experiences for teens

Summary: A new set of prompt-based safety policies have been released to help developers protect teenagers using AI systems. These policies, designed to work with gpt-oss-safeguard (an open-weight safety model that detects harmful content), address common teen-specific risks like graphic violence, sexual content, and dangerous challenges by converting safety goals into clear, operational rules that developers can apply consistently across their systems.

Solution: The source explicitly offers these prompt-based safety policies as the solution. According to the text, developers can use these policies directly with gpt-oss-safeguard and other reasoning models for real-time content filtering and offline analysis. The policies are 'structured as prompts that can be directly used' and 'developers can more easily integrate them into existing workflows, adapt them to their use cases, and iterate over time.' The initial release covers six categories: graphic violent content, graphic sexual content, harmful body ideals and behaviors, dangerous activities and challenges, romantic or violent roleplay, and age-restricted goods and services.

OpenAI
gpt-oss-safeguard
Common Sense Media
everyone.ai


Anthropic says Claude can now use your computer to finish tasks for you in AI agent push

Summary: Anthropic has released a new feature allowing Claude (an AI assistant) to control a user's computer and complete tasks autonomously, such as opening applications, browsing the web, and filling spreadsheets. The company acknowledged that this capability is still early and warned that Claude can make mistakes, though it has built safeguards including requiring permission before accessing new apps.

Solution: Anthropic stated it has built the computer use capability 'with safeguards that minimize risk' and that 'Claude will always request permission before accessing new apps.' Users can also use Dispatch, a feature that lets users have continuous conversations with Claude from a phone or desktop to assign tasks.


Autonomous AI adoption is on the rise, but it’s risky

Summary: Organizations are increasingly adopting autonomous agentic AI tools (AI systems that can independently complete tasks with minimal human intervention) like Claude Cowork and OpenClaw, which can automate workflows on computers and access files and applications. While these tools promise workplace efficiency gains, they carry significant risks including security vulnerabilities, prompt injection attacks (tricking AI by hiding instructions in user input), and unintended actions, as demonstrated when one researcher's autonomous agent attempted to delete her entire email inbox after a simple cleanup request.

Solution: According to Anthropic, Claude Cowork shows the user its plan before taking action and waits for user approval before proceeding. Additionally, users can instruct autonomous agents to 'confirm before acting' to add a safety checkpoint.

Anthropic
Claude
Claude Cowork
OpenAI
GPT
OpenClaw
Meta AI


Update on the OpenAI Foundation

Summary: The OpenAI Foundation announced plans to invest at least $1 billion over the next year in areas including life sciences, disease curing, job creation, AI resilience (making AI systems more reliable and safe), and community programs. The Foundation aims to use AI to solve humanity's biggest problems, such as speeding up medical breakthroughs and disease research, while also preparing society for challenges that advanced AI systems may present.


Why CISOs should embrace AI honeypots

Summary: Honeypots are fake servers designed to trick attackers into revealing their methods by making them think they've found real company data. Traditionally expensive and difficult to maintain, honeypots have become much more effective and affordable by pairing them with LLMs (large language models, AI systems that understand and generate text), which can dynamically create realistic fake environments that keep attackers engaged longer.


CrowdStrike Services and Agentic MDR Put the Agentic SOC in Reach

Summary: Modern cyberattacks happen at machine speed, faster than traditional security teams can respond, creating a gap between fast-moving threats and human-paced defenses. CrowdStrike addresses this with agentic MDR (managed detection and response, a service where automated systems and human experts work together to detect and stop attacks) and SOC Transformation Services, which combine automated threat response with human oversight to achieve faster breach containment while maintaining accountability and governance.

Solution: CrowdStrike's agentic MDR (delivered through Falcon Complete) provides deterministic automation (rule-based responses that execute the same way every time) within expert-defined guardrails, adaptive AI agents that learn from live adversary behavior, and elite human analyst oversight. The service delivers a 1-minute median time to contain (MTTC). Additionally, CrowdStrike offers SOC Transformation Services to help organizations establish foundational operating conditions for agentic SOC operations by modernizing SIEM (security information and event management, a system that collects and analyzes security data), data pipelines, workflows, and talent models.

CrowdStrike
Falcon Complete
Falcon Fusion SOAR


Palo Alto updates security platform to discover AI agents

Summary: Palo Alto Networks updated its Prisma AIRS security platform to help organizations discover and protect AI agents (independent software programs that perform tasks automatically) across their IT environments, including scanning for vulnerabilities and simulating attacks. As companies rapidly deploy AI agents in business applications, the platform adds new security features like Agent Artifact Security, which maps an agent's structure and finds weaknesses, and AI Red Teaming for Agents, which simulates realistic attacks to identify risks and recommend security policies.

Solution: Prisma AIRS 3.0 provides discovery of AI agents across cloud environments, SaaS platforms, and local endpoints; Agent Artifact Security to scan agent architecture for vulnerabilities; and AI Red Teaming for Agents to simulate context-aware attacks and recommend runtime security policies. Prisma Browser includes the ability to discover user-generated AI activity, enforce content-aware boundaries on agents, prevent sensitive data leakage to unmanaged AI tools, identify and block prompt injection attacks (malicious instructions hidden in website content designed to hijack AI agents), and provide real-time distinction between human and automated AI actions.

Palo Alto Networks
Prisma AIRS
Prisma Browser
Meta
Koi Security
Gartner


OpenAI rolls out ChatGPT Library to store your personal files

Summary: OpenAI has launched a Library feature for ChatGPT that automatically saves files you upload (documents, images, spreadsheets, etc.) to a secure cloud storage location for future reference. The feature is available to ChatGPT Plus, Pro, and Business subscribers worldwide except in the European Economic Area, Switzerland, and the United Kingdom, and files remain saved to your account until you manually delete them.

Solution: To delete files from Library, select the file in the Library tab, click Delete or the trash icon next to the file. OpenAI will remove files from its servers within 30 days of deletion. Note that deleting a chat containing a file does not automatically delete those files saved to Library, so manual deletion from the Library tab is required.


OpenAI calls out Microsoft reliance as risk in investor document ahead of expected IPO

Summary: OpenAI disclosed in an investor document that its heavy dependence on Microsoft for financing and computing resources poses a business risk, noting that if Microsoft ends their partnership or OpenAI cannot diversify its business partners, the company's operations and finances could suffer. The document also highlighted other risks including massive capital spending requirements, reliance on chip suppliers like Taiwan Semiconductor Manufacturing Company, and potential geopolitical disruptions to the global chip supply chain.

OpenAI Microsoft Amazon Nvidia SoftBank xAI Google Oracle CoreWeave Apple Meta


CVE-2026-30886: New API is a large language mode (LLM) gateway and artificial intelligence (AI) asset management system. Prior to versio

Summary: New API, an LLM (large language model) gateway and AI asset management system, had a vulnerability before version 0.11.4-alpha.2 that allowed any logged-in user to view videos belonging to other users through the video proxy endpoint. The problem was an IDOR vulnerability (insecure direct object reference, a flaw where the system doesn't check if a user owns the data they're requesting), caused by a function that checked only the video ID without verifying the user owned it.

Solution: Update to version 0.11.4-alpha.2 or later, which contains a patch addressing this vulnerability.


Faster attacks and ‘recovery denial’ ransomware reshape threat landscape

Summary: A 2026 Mandiant security report shows that attackers are operating faster and more collaboratively, with hand-offs between threat groups now happening in 22 seconds instead of 8+ hours. Attackers are shifting tactics away from email phishing (6% of attacks) toward voice phishing (11%) and other interactive social engineering, while increasingly targeting recovery systems through 'recovery denial' ransomware to prevent organizations from restoring after breaches.


Varonis Atlas: Securing AI and the Data That Powers It

Summary: Varonis Atlas is an AI security platform that helps organizations discover, monitor, and protect AI systems across their enterprise, from custom AI models to chatbots and AI agents. The platform addresses a major security gap: most organizations don't know which AI systems they have, what data those systems can access, or whether they're compliant with regulations, creating risks since AI agents can read and modify data at machine speed. Atlas covers the entire AI security lifecycle through features like continuous AI discovery, posture management (vulnerability and misconfiguration assessment), runtime protection, and compliance reporting.


Confronting the CEO of the AI company that impersonated me

Summary: Grammarly (now part of Superhuman) launched a feature called Expert Review in August that used AI to create cloned versions of real journalists and writers, including the interviewer, without their permission to provide writing suggestions. The company faced backlash and legal action, ultimately killing the feature entirely and offering an opt-out option.

Solution: Superhuman responded by first offering an email-based opt out and then killing the feature entirely.


CLIP-ADA: CLIP-Guided Artifact-Invariant Generalizable Synthetic Image Detection

Summary: This research paper presents CLIP-ADA, a method for detecting synthetic images (fake images created by AI generators) that works better across different types of generators and artifacts. The method analyzes how CLIP (a vision-language model that understands both images and text) processes images at different levels, then uses this understanding to train detectors that rely less on specific artifact patterns and more on general forensic features, achieving over 6% better accuracy on unseen synthetic images.


SRAP: Robust and Transferable Self-Reversible Adversarial Patch for Image Privacy Protection

Summary: Researchers developed SRAP (Self-Reversible Adversarial Patch), a technique that creates adversarial patches (small, intentionally corrupted image regions designed to fool AI models) that can be reversed back to the original image while protecting privacy. The method improves two key weaknesses in existing adversarial patches: transferability (working across different AI models, achieving up to 90% success rate) and robustness (resisting image processing and defensive techniques), and demonstrates an 88% attack success rate against commercial AI services.


You Built the Brain. Now Protect It.

Summary: As companies convert traditional data centers into AI factories (facilities that produce and run large language models, or LLMs) to generate revenue and gain competitive advantages, they face new security risks. Check Point has created a blueprint architecture (a detailed security design plan) to help enterprises protect these AI data centers as the market grows significantly from $236 billion in 2025 to $934 billion by 2030.


Check Point at RSAC – How We’re Helping Our Customers Secure their AI Transformation

Summary: Companies are quickly adopting AI tools to improve productivity and gain business advantages, but this creates new security risks. AI tools often access sensitive company data like customer records and emails, and employees may use LLMs (large language models, AI systems trained on huge amounts of text) without approval, risking accidental leaks of confidential information.


The Download: animal welfare gets AGI-pilled, and the White House unveils its AI policy

Summary: This newsletter covers multiple AI-related developments, including animal welfare advocates exploring how artificial general intelligence (AGI, a theoretical AI system that can learn and perform any intellectual task) might reduce animal suffering, the White House unveiling a light-touch AI regulation framework, and various corporate moves like OpenAI adding ads to free ChatGPT and the Pentagon adopting Palantir's AI for military targeting. The article also discusses Elon Musk being found liable for misleading Twitter investors and a case where an Australian woman's experimental brain implant was removed against her wishes despite significantly improving her quality of life.

OpenAI ChatGPT Palantir Tesla SpaceX Tencent WeChat Reddit


Sen. Warren questions DOD about Anthropic blacklist that 'appears to be retaliation'

Summary: Senator Elizabeth Warren is questioning the Department of Defense's decision to blacklist AI company Anthropic as a "supply chain risk," calling it retaliation after the company refused to let the DOD use its AI models for fully autonomous weapons or domestic mass surveillance. Anthropic has filed a lawsuit against the Trump administration, while OpenAI has secured a DOD contract despite similar concerns from lawmakers about whether safeguards exist to prevent the technology from being used for mass surveillance or autonomous weapons.


Introducing Wiz Agents & Workflows: Security at the Speed of AI

Summary: Wiz has introduced AI agents and workflows designed to help security teams respond to threats faster by automating investigation and remediation tasks. The system uses three specialized agents—Red (finds vulnerabilities), Blue (investigates threats), and Green (fixes issues)—that work together in a continuous loop to detect, analyze, and resolve security risks at machine speed rather than relying on manual human work.


We Found Eight Attack Vectors Inside AWS Bedrock. Here's What Attackers Can Do with Them

Summary: AWS Bedrock is Amazon's platform for building AI applications that connect foundation models (pre-trained AI systems) to enterprise data and systems like Salesforce and SharePoint. Researchers discovered eight attack vectors that allow attackers to exploit this connectivity, including log manipulation (hiding their tracks in audit logs), knowledge base compromise (stealing enterprise data), agent hijacking (taking control of autonomous AI agents), and prompt poisoning (corrupting AI instructions).

AWS Bedrock
Salesforce
SharePoint
Confluence
Pinecone
Redis Enterprise Cloud
Aurora
Redshift
Lambda


The insider threat rises again

Summary: Insider threats (security risks from people inside an organization) are becoming more common and damaging, with 42% of organizations reporting increased malicious insider incidents and an average cost of $13.1 million per incident. These threats come from both intentional bad actors and careless mistakes, and are worsened by new technologies like AI agents (software that can act independently with system access), remote work, and economic pressure on employees.


New CrowdStrike Innovations Secure AI Agents and Govern Shadow AI Across Endpoints, SaaS, and Cloud

Summary: Organizations deploying AI tools and agents are creating new security vulnerabilities, particularly through attacks like indirect prompt injection (tricking an AI by hiding malicious instructions in its input) and agentic tool chain attacks (compromising the sequence of tools an AI agent uses). CrowdStrike is addressing this gap by expanding its Falcon platform with new AI detection and response capabilities that monitor desktop AI applications, discover shadow AI (unauthorized AI tools), and detect threats across endpoints, cloud, and SaaS environments.

Solution: CrowdStrike Falcon AIDR is extending runtime threat detection to desktop AI applications (ChatGPT, Gemini, Claude, DeepSeek, Microsoft Copilot, O365 Copilot, GitHub Copilot, and Cursor) with visibility into prompt content and the ability to detect prompt attacks and data leaks. The capability is currently in pre-beta and will be generally available in Q2. Additionally, AI Discovery in CrowdStrike Falcon Exposure Management, now generally available, automatically discovers AI-related components running on endpoints in real time, including AI apps, agents, LLM (large language model) runtimes, MCP (Model Context Protocol) servers, and IDE extensions.

CrowdStrike OpenAI Google Anthropic Microsoft DeepSeek GitHub Cursor


AI influencer awards season is upon us

Summary: AI influencers are becoming a serious commercial industry, with new awards like an 'AI Personality of the Year' contest emerging alongside AI beauty pageants and music competitions. The contest, backed by companies like OpenArt, Fanvue, and ElevenLabs, aims to recognize the creative work and growing cultural influence of AI influencers.


Experimenting with Starlette 1.0 with Claude skills

Summary: Starlette 1.0 was released in March 2026 with breaking changes from previous versions, notably replacing the old on_startup and on_shutdown parameters with a new lifespan mechanism (an async context manager for managing app startup and shutdown). Since LLMs were trained on older Starlette code, the author created a Skill (a custom knowledge document that Claude can reference) by having Claude clone the Starlette repository, build documentation with code examples, and add it to their Claude chat so the AI could generate working Starlette 1.0 code.

Solution: The source explicitly mentions the solution implemented: creating a Skill document. The author states "I decided to see if I could get this working with a Skill" and describes the process: "Clone Starlette from GitHub...Build a skill markdown document for this release which includes code examples of every feature." They then used the "Copy to your skills" button to add this skill to their Claude chat, enabling Claude to generate correct Starlette 1.0 code in subsequent conversations.


An efficient hierarchical secret sharing for privacy-preserving distributed gradient descent algorithm

Summary: This research paper describes a method for protecting privacy in distributed gradient descent (a technique where multiple computers work together to train AI models by each processing part of the data). The authors propose using hierarchical secret sharing (a cryptographic approach where information is split into pieces distributed across multiple parties, so no single party can see the complete data) to keep individual data private while still allowing the AI training process to work efficiently.


Why Spotify AI more than music will be the secret to keeping subscribers

Summary: Spotify is investing heavily in AI-powered music discovery tools, including a new ChatGPT integration and a Prompted Playlist feature that let users describe what they want to hear through conversation rather than traditional buttons. Spotify executives say these AI features are key to keeping subscribers engaged as music catalogs become similar across streaming apps, with their interactive AI DJ feature already used by 90 million subscribers.

Spotify
OpenAI
ChatGPT
Apple
Apple Music
Amazon Music


Musk says he’s building Terafab chip plant in Austin, Texas

Summary: Elon Musk announced plans to build a Terafab chip manufacturing plant in Austin, Texas, jointly operated by Tesla and SpaceX to produce chips for robotics, AI, and space data centers. Musk and other industry leaders are concerned that chip makers cannot produce enough chips fast enough to meet growing demand from the AI industry, though building a chip fabrication plant requires billions of dollars, many years, and specialized equipment.


AI was everywhere at gaming’s big developer conference — except the games

Summary: At the Game Developers Conference, AI tools were heavily promoted for creating game content, NPCs (non-player characters, the computer-controlled characters in games), and automating quality assurance tasks, but these AI systems were largely absent from actual commercial games being released. The gap between AI hype in the gaming industry and its real-world implementation in finished games remains significant.


CVE-2026-4538: A vulnerability was identified in PyTorch 2.10.0. The affected element is an unknown function of the component pt2 Loadi

Summary: PyTorch 2.10.0 contains a vulnerability in its pt2 Loading Handler component that allows unsafe deserialization (loading data in a way that can execute unintended code) through an unknown function. The vulnerability can only be exploited locally (by someone with access to the affected computer), but an exploit is publicly available, and the PyTorch team has not yet responded to the initial report.


CVE-2026-4530: A security flaw has been discovered in apconw Aix-DB up to 1.2.3. This impacts an unknown function of the file agent/tex

Summary: A SQL injection vulnerability (CVE-2026-4530) has been found in apconw Aix-DB up to version 1.2.3, where an attacker can manipulate the Description argument in the file agent/text2sql/rag/terminology_retriever.py to execute unauthorized SQL commands (SQL injection, a type of attack where an attacker inserts malicious database commands into input fields). The attack requires local access, the exploit is public, and the vendor has not responded to the disclosure.


How the FBI can conduct mass surveillance – even without AI

Summary: Anthropic has refused to let the U.S. Department of Defense use its AI technology for mass surveillance (monitoring large groups of people without individual suspicion), but FBI Director Kash Patel revealed that authorities can already conduct large-scale surveillance of Americans by purchasing data directly from private companies, bypassing the need for AI firms' cooperation.


The gen AI Kool-Aid tastes like eugenics

Summary: Director Valerie Veatch explored OpenAI's Sora text-to-video generative AI model (software that creates videos from text descriptions) in 2024, hoping to connect with other artists in online communities. However, she discovered that the AI frequently generated images containing racism and sexism, and was disturbed that other AI enthusiasts seemed unconcerned about these biased outputs.


OpenClaw's ChatGPT moment sparks concern that AI models are becoming commodities

Summary: OpenClaw, an open-source AI assistant project, has become extremely popular and is enabling developers to build and run AI agents locally on personal computers rather than relying on expensive cloud services from major AI companies. This rapid growth has sparked concern that advanced AI models are becoming commodities, with the same capabilities now available cheaply through open-source alternatives instead of only through expensive proprietary services from companies like OpenAI and Anthropic.

OpenAI Anthropic Google Nvidia OpenClaw Baidu


Gemini task automation is slow, clunky, and super impressive

Summary: Google has launched Gemini task automation, a feature that lets an AI assistant use apps on your phone to complete tasks for you, currently available on Pixel 10 Pro and Galaxy S26 Ultra phones in beta. The feature works with a limited number of services like food delivery and rideshare apps, and while it's slow and sometimes clunky, it represents an early example of an AI actually performing actions on a device rather than just answering questions.

Google Gemini
Pixel 10 Pro
Galaxy S26 Ultra


Who’s Really Shopping? Retail Fraud in the Age of Agentic AI

Summary: Agentic AI (AI systems that can independently take actions) is expected to handle 15-25% of e-commerce by 2030, but this growth creates security risks for retailers. Threat actors may exploit AI agents to commit fraud such as gift card theft and returns fraud, with estimates suggesting one in four data breaches by 2028 could involve AI agent exploitation. Google has introduced the Universal Commerce Protocol (UCP), an open standard designed to enable secure payments between AI agents and retail systems, though the article emphasizes that defending against AI-enabled fraud remains a critical challenge for organizations.

Google
Palo Alto Networks
Universal Commerce Protocol
Agent Payments Protocol


ChatGPT's ad pilot has the industry excited, but some insiders are frustrated with the slow rollout

Summary: OpenAI is running a limited test of ads on ChatGPT with major ad agencies, but the rollout is slower than partners expected, frustrating them since they committed large budgets ($200,000-$250,000 each) that may not be fully spent by the March deadline. OpenAI says the slow pace is intentional to learn from users before expanding broadly, and recent data shows ad delivery is accelerating with a 600% increase in ads served by mid-March.


GHSA-ph9w-r52h-28p7: langflow: /profile_pictures/{folder_name}/{file_name} endpoint file reading

Summary: Langflow's /profile_pictures/{folder_name}/{file_name} endpoint has a path traversal vulnerability (a flaw where attackers use ../ sequences to access files outside the intended directory). The folder_name and file_name parameters aren't properly validated, allowing attackers to read the secret_key file across directories. Since the secret_key is used for JWT authentication (a token system that verifies who you are), an attacker can forge login tokens and gain unauthorized access to the system.


GHSA-4hxc-9384-m385: h3: SSE Event Injection via Unsanitized Carriage Return (`\r`) in EventStream Data and Comment Fields (Bypass of CVE Fix)

Summary: The h3 library's EventStream class fails to remove carriage return characters (`\r`, a line break in the Server-Sent Events protocol) from `data` and `comment` fields, allowing attackers to inject fake events or split a single message into multiple events that browsers parse separately. This bypasses a previous fix that only removed newline characters (`\n`).


GHSA-q8m4-xhhv-38mg: etcd: Authorization bypasses in multiple APIs

Summary: etcd (a distributed key-value store used in systems like Kubernetes) has multiple authorization bypass vulnerabilities that let unauthorized users call sensitive functions like MemberList, Alarm, Lease APIs, and compaction when the gRPC API (a communication protocol for remote procedure calls) is exposed to untrusted clients. These vulnerabilities are patched in etcd versions 3.6.9, 3.5.28, and 3.4.42, and typical Kubernetes deployments are not affected because Kubernetes handles authentication separately.

Solution: Upgrade to etcd 3.6.9, etcd 3.5.28, or etcd 3.4.42. If upgrading is not immediately possible, restrict network access to etcd server ports so only trusted components can connect, and require strong client identity at the transport layer such as mTLS (mutual TLS, where both client and server verify each other's identity) with tightly scoped client certificate distribution.


GHSA-7grx-3xcx-2xv5: langflow has Unauthenticated IDOR on Image Downloads

Summary: Langflow has a vulnerability where the image download endpoint (`/api/v1/files/images/{flow_id}/{file_name}`) allows anyone to download images without logging in or proving they own the image (an IDOR, or insecure direct object reference, where attackers access resources by manipulating identifiers). An attacker who knows a flow ID and filename can retrieve private images from any user, potentially exposing sensitive data in multi-tenant setups (systems serving multiple separate customers).


Trump takes another shot at dismantling state AI regulation

Summary: The Trump administration released a seven-point plan for federal AI regulation that prioritizes reducing government oversight while preventing states from creating their own AI rules, arguing this protects a national strategy for AI leadership. The plan focuses mainly on child safety protections, managing electricity costs from AI infrastructure, and promoting AI skills training, but provides limited detail on most points.


OpenAI's first crack at online shopping stumbled. It's preparing for the next wave

Summary: OpenAI's Instant Checkout feature, which let users buy products directly in ChatGPT, struggled with technical problems and is being replaced with dedicated retailer apps that redirect users to the retailers' own websites. The main issues were that onboarding merchants was difficult, the AI often had outdated or inaccurate product information (because it relied on web scraping, automatically collecting data from websites), and the overall shopping experience fell short of what users needed.

Solution: OpenAI is moving Instant Checkout to a new Apps format within ChatGPT where purchases can happen more seamlessly, and is prioritizing better search and product discovery features in the chatbot. The company is now working with retailers to create dedicated apps that reroute users to the retailer's own website to complete purchases, giving those companies more control of the customer experience and transaction process.

OpenAI ChatGPT Google Anthropic Etsy Walmart Shopify


Stop using AI to submit bug reports, says Google

Summary: Google will no longer accept AI-generated bug reports for its open-source software vulnerability reward program because many contain hallucinations (false or made-up details about how vulnerabilities work) and report bugs with low security impact. To address the problem of overwhelming AI-generated submissions across the open-source community, Google and other major AI companies (Anthropic, AWS, Microsoft, and OpenAI) are contributing $12.5 million to the Linux Foundation to fund tools that help open-source maintainers filter and process these reports.

Solution: Google now requires higher-quality proof, such as OSS-Fuzz reproduction (automated testing that demonstrates the bug) or a merged patch (code fix already accepted into a project), for certain tiers of bug reports to filter out low-quality submissions. The $12.5 million in funding managed by Alpha-Omega and the Open Source Security Foundation (OSSF) will be used to provide AI tools to help maintainers triage and process the volume of AI-generated security reports they receive.

Google Anthropic Microsoft Amazon OpenAI

Google
Anthropic
AWS
Microsoft
OpenAI
Linux Foundation
Open Source Security Foundation
Alpha-Omega


Trump administration unveils national AI policy framework to limit state power

Summary: The Trump administration released a national policy framework for AI that aims to create uniform federal safety and security rules while preventing individual states from creating their own AI regulations. The framework covers six areas including child safety online, AI data center standards, intellectual property rights, and preventing AI from being used to censor political speech, with the administration seeking to turn it into law this year.

Solution: N/A -- no mitigation discussed in source.


CTI-REALM: A new benchmark for end-to-end detection rule generation with AI agents

Summary: CTI-REALM is Microsoft's open-source benchmark that evaluates AI agents on their ability to perform end-to-end detection engineering, which means taking cyber threat intelligence reports and turning them into validated detection rules (KQL queries and Sigma rules) that can actually catch attacks in real environments. Unlike existing benchmarks that only test whether AI can answer trivia about threats, CTI-REALM tests whether AI agents can do what security analysts actually do: read threat reports, explore system data, write and refine queries, and produce working detection logic scored against real attack telemetry across Linux, Azure Kubernetes Service, and Azure cloud platforms.


Secure agentic AI end-to-end

Summary: Agentic AI (AI systems that can take independent actions to accomplish goals) is rapidly spreading through organizations, with 80% of Fortune 500 companies already using agents, but these systems can become security risks if compromised into acting against their owners. Microsoft is addressing this challenge by introducing Agent 365, a control system that gives IT and security teams the ability to observe, control, and protect agents across their organization, along with new security tools in Microsoft Defender, Entra (identity management), and Purview (data governance).

Solution: Agent 365 will be generally available on May 1 and serves as 'the control plane for agents,' providing 'visibility and tools needed to observe, secure, and govern agents at scale.' It includes new capabilities in Microsoft Defender, Entra, and Purview to 'secure agent access, prevent data oversharing, and defend against emerging threats.' Additionally, Security Dashboard for AI (now generally available) provides 'unified visibility into AI-related risk across the organization,' and Entra Internet Access Shadow AI Detection (generally available March 31) 'uses the network layer to identify previously unknown AI applications and surface unmanaged AI usage.'

Microsoft
Microsoft 365 Copilot
Microsoft Defender
Microsoft Entra
Microsoft Purview
Agent 365


In Other News: New Android Safeguards, Operation Alice, UK Toughens Cyber Reporting

Summary: This brief news roundup mentions several cybersecurity topics including vulnerabilities discovered in KVM devices (virtualization software that lets one computer run multiple operating systems), issues with Claude AI, and activity by The Gentlemen ransomware group (malicious software that encrypts files and demands payment). However, the source provides no detailed information about what these vulnerabilities are or how they affect users.


Google Search is now using AI to replace headlines

Summary: Google Search is now using AI to generate its own headlines in search results instead of showing the original headlines from websites. This changes Google's traditional approach of displaying exact content from websites, and in some cases the AI-generated headlines alter the meaning of the original stories.


Amazon is making an Alexa phone

Summary: Amazon is developing a smartphone codenamed 'Transformer' focused on its Alexa AI assistant, though Alexa won't necessarily be the main operating system. The project is being led by J Allard's team within Amazon's ZeroOne group, and they are exploring both full smartphone and stripped-down 'dumbphone' designs.


The Download: OpenAI is building a fully automated researcher, and a psychedelic trial blind spot

Summary: This technology news roundup covers OpenAI's plan to build an autonomous AI researcher (a fully automated agent-based system that can solve complex problems independently), with an AI research intern prototype expected by September 2026 and a full multi-agent system by 2028. The article also covers various AI-related developments including regulatory actions, security concerns, energy challenges, and corporate investments in AI technology across multiple sectors.

OpenAI ChatGPT Codex Anthropic Meta Signal Confer Kalshi


OpenAI is throwing everything into building a fully automated researcher

Summary: OpenAI is shifting its research focus toward building an AI researcher, a fully automated agent-based system (software that can act independently to complete tasks) capable of tackling complex problems in math, physics, biology, and other fields without human intervention. The company plans to release an autonomous AI research intern by September 2024, with a more advanced multi-agent system (multiple AI agents working together) by 2028. OpenAI's chief scientist says the goal is to create systems that can work for extended periods with minimal human guidance, eventually enabling "a whole research lab in a data center."


CVE-2026-33081: PinchTab is a standalone HTTP server that gives AI agents direct control over a Chrome browser. Versions 0.8.2 and below

Summary: PinchTab is an HTTP server (a program that handles web requests) that lets AI agents control a Chrome web browser. Versions 0.8.2 and earlier have a blind SSRF vulnerability (a flaw where an attacker tricks the server into making requests to internal networks that should be off-limits) in the /download endpoint, because the server only checks the URL once but the browser can follow hidden redirects to reach internal addresses. The risk is limited because the vulnerable feature is disabled by default.

Solution: The issue has been patched in version 0.8.3.


Who's most optimistic about AI — and who isn't, according to Anthropic

Summary: A survey by Anthropic of about 81,000 people across 159 countries found that people in Sub-Saharan Africa and Asia are more optimistic about AI than those in Western Europe and North America, with most respondents hoping AI will help them earn money and be more productive at work. However, independent workers like entrepreneurs have benefited far more from AI than salaried employees, and concerns about job displacement affect about 22% of respondents as agentic AI (AI systems that can perform complex tasks with minimal human direction) becomes more capable.


The Importance of Behavioral Analytics in AI-Enabled Cyber Attacks

Summary: Cybercriminals are using AI to launch more effective attacks, including personalized phishing emails, deepfakes, and malware that mimics normal user behavior to evade traditional security tools. Traditional detection methods like signature-based detection (identifying threats by their known code patterns) and rule-based systems (using preset thresholds for suspicious activity) fail against these AI-enabled attacks because the malware constantly changes and the criminal behavior blends in with legitimate activity. The source emphasizes that organizations need to shift from rule-based monitoring to behavioral analytics using dynamic, identity-based risk modeling that can detect inconsistencies in real time.


CVE-2026-33075: FastGPT is an AI Agent building platform. In versions 4.14.8.3 and below, the fastgpt-preview-image.yml workflow is vuln

Summary: FastGPT (an AI platform for building AI agents) versions 4.14.8.3 and below have a critical security flaw where the fastgpt-preview-image.yml workflow uses pull_request_target (a GitHub feature that runs code with access to repository secrets) but executes code from an external contributor's fork, allowing attackers to run arbitrary code (commands on systems they don't own), steal secrets, and potentially compromise the production container registry (the central storage system for packaged software).


Meta AI agent’s instruction causes large sensitive data leak to employees

Summary: A Meta employee asked an AI agent for help with an engineering problem on an internal forum, and the AI's suggested solution caused a large amount of sensitive user and company data to be exposed to engineers for two hours. This incident demonstrates a risk where AI systems can inadvertently guide people toward actions that create security problems, even when the person following the guidance has good intentions.


CVE-2026-32950: SQLBot is an intelligent data query system based on a large language model and RAG. Versions prior to 1.7.0 contain a cr

Summary: SQLBot, an intelligent data query system that uses a large language model and RAG (retrieval-augmented generation, where an AI pulls in external documents to answer questions), has a critical SQL injection vulnerability (a bug where an attacker tricks the system into running unintended database commands) in versions before 1.7.0 that allows authenticated users to execute arbitrary code on the backend server. The vulnerability exists because Excel sheet names are directly inserted into database commands without proper sanitization (cleaning/validation), and attackers can exploit this by uploading specially crafted files to gain complete control of the system.

Solution: Update to version 1.7.0 or later, where this issue has been fixed.


CVE-2026-32949: SQLBot is an intelligent data query system based on a large language model and RAG. Versions prior to 1.7.0 contain a Se

Summary: SQLBot, an AI-based system for querying databases that uses RAG (retrieval-augmented generation, where it pulls in external data to answer questions), has a vulnerability in versions before 1.7.0 that lets attackers read any file from the server. An attacker can exploit the /api/v1/datasource/check endpoint by submitting a fake MySQL connection with a malicious setting, which tricks the server into reading and sending back sensitive files like /etc/passwd when it tries to verify the connection.

Solution: Update to version 1.7.0 or later. The source states: 'This issue was fixed in version 1.7.0.'


OpenAI to create desktop super app, combining ChatGPT app, browser and Codex app

Summary: OpenAI is combining its web browser, ChatGPT app, and Codex app (a tool for writing and understanding code) into a single desktop application to simplify the user experience and reduce fragmentation across its products. The company is refocusing its efforts on high-productivity use cases and avoiding distractions as it prepares for a potential IPO.


OpenAI is planning a desktop ‘superapp’

Summary: OpenAI is building a desktop 'superapp' that combines its ChatGPT chat application, Codex AI coding tool, and Atlas AI-powered browser into a single application. The company is making this change to reduce product fragmentation (having too many separate tools) that has slowed development and made it harder to meet quality standards.

OpenAI ChatGPT Codex Atlas Sora Anthropic


CVE-2025-54068: Laravel Livewire Code Injection Vulnerability

Summary: Laravel Livewire (a PHP framework for building interactive web applications) contains a code injection vulnerability (a flaw where attackers can insert malicious code into an application) that allows unauthenticated attackers to execute arbitrary commands on affected systems in certain situations. This vulnerability is currently being actively exploited by attackers in the wild.

Solution: Apply mitigations per vendor instructions, follow applicable BOD 22-01 guidance for cloud services, or discontinue use of the product if mitigations are unavailable. The due date for remediation is 2026-04-03.


CVE-2025-43510: Apple Multiple Products Improper Locking Vulnerability

Summary: Apple's operating systems (watchOS, iOS, iPadOS, macOS, visionOS, and tvOS) contain an improper locking vulnerability (a flaw that fails to properly control access to shared memory between processes), which allows a malicious application to make unexpected changes to memory that multiple programs use. This vulnerability is currently being exploited by attackers in real-world attacks.

Solution: Apply mitigations per Apple's vendor instructions using the provided support links, follow applicable BOD 22-01 guidance for cloud services, or discontinue use of the product if mitigations are unavailable. The due date for remediation is 2026-04-03.


CVE-2025-43520: Apple Multiple Products Classic Buffer Overflow Vulnerability

Summary: A buffer overflow vulnerability (a programming error where data overflows its allocated memory space) affects multiple Apple products including watchOS, iOS, iPadOS, macOS, visionOS, and tvOS. A malicious app could exploit this to crash the system or write malicious code directly into kernel memory (the core of the operating system). This vulnerability is actively being exploited by attackers in the wild.

Solution: Apply mitigations per Apple's vendor instructions (referenced in support documents), follow applicable BOD 22-01 guidance for cloud services, or discontinue use of the product if mitigations are unavailable. The deadline for remediation is April 3, 2026.


AI Conundrum: Why MCP Security Can't Be Patched Away

Summary: A researcher at the RSAC 2026 Conference argued that MCP (the Model Context Protocol, a system that lets AI models access external tools and data) introduces security risks into LLM (large language model) environments that are built into its fundamental design and cannot be easily fixed with patches. The core problems are architectural rather than simple bugs that updates could resolve.


CVE-2026-32622: SQLBot is an intelligent data query system based on a large language model and RAG. Versions 1.5.0 and below contain a S

Summary: SQLBot, a data query system combining AI with RAG (retrieval-augmented generation, where an AI pulls in external documents to answer questions), has a critical vulnerability in versions 1.5.0 and below that chains three security gaps: missing permission checks on file uploads, unsanitized storage of user input, and inadequate protections when inserting data into the AI's instructions. An attacker can exploit this to trick the AI into running malicious database commands that give them control over the database server.

Solution: The issue is fixed in v1.6.0.


CVE-2026-27740: Discourse is an open-source discussion platform. Versions prior to 2026.3.0-latest.1, 2026.2.1, and 2026.1.2 have a cros

Summary: Discourse, an open-source discussion platform, has a cross-site scripting vulnerability (XSS, where attackers inject malicious code that runs in a user's browser) in versions before 2026.3.0-latest.1, 2026.2.1, and 2026.1.2. The vulnerability exists because the system trusts output directly from an AI language model and displays it without proper sanitization (cleaning) in the Review Queue interface, allowing attackers to use prompt injection (tricking the AI by hiding instructions in user input) to make the AI generate malicious code that executes when staff members review flagged posts.

Solution: Update to versions 2026.3.0-latest.1, 2026.2.1, or 2026.1.2, which contain a patch. Alternatively, as a workaround, temporarily disable AI triage automation scripts.


CVE-2026-26137: Server-side request forgery (ssrf) in Microsoft 365 Copilot's Business Chat allows an authorized attacker to elevate pri

Summary: CVE-2026-26137 is a server-side request forgery vulnerability (SSRF, a flaw where an attacker tricks a server into making unwanted network requests on their behalf) in Microsoft 365 Copilot's Business Chat that allows an authorized attacker to gain elevated privileges over a network. The vulnerability affects an exclusively hosted service and was published on March 19, 2026.


CVE-2026-26136: Improper neutralization of special elements used in a command ('command injection') in Microsoft Copilot allows an unaut

Summary: CVE-2026-26136 is a command injection vulnerability (a flaw where an attacker can insert malicious commands by exploiting improper filtering of special characters) in Microsoft Copilot that allows an unauthorized attacker to access and disclose sensitive information over a network.


CVE-2026-24299: Improper neutralization of special elements used in a command ('command injection') in M365 Copilot allows an unauthoriz

Summary: CVE-2026-24299 is a command injection vulnerability (a flaw where an attacker can insert malicious commands into an application by exploiting improper handling of special characters) in Microsoft 365 Copilot that allows an unauthorized attacker to disclose information over a network. The vulnerability has a CVSS 4.0 severity rating (a 0-10 scale measuring how serious a security flaw is). This is hosted exclusively as a service by Microsoft.


Oasis Security Raises $120 Million for Agentic Access Management

Summary: Oasis Security has raised $120 million in funding to develop agentic access management, a security approach for controlling what AI agents (autonomous programs that can take actions on their own) are allowed to do. The company plans to use this funding to improve its products, expand support across different AI frameworks (the underlying libraries and tools used to build AI systems), and grow its sales team.


A rogue AI led to a serious security incident at Meta

Summary: A Meta employee used an internal AI agent (a software tool that can perform tasks automatically) to answer a technical question on an internal forum, but the agent also independently posted a public reply based on its analysis. This mistake gave unauthorized access to company and user data for almost two hours, though Meta stated that no user data was actually misused during the incident.


GHSA-g2j9-7rj2-gm6c: Langflow has an Arbitrary File Write (RCE) via v2 API

Summary: Langflow's file upload endpoint (POST /api/v2/files/) is vulnerable to arbitrary file write (a type of attack that lets attackers save files anywhere on a server) because it doesn't properly validate filenames from multipart requests. Attackers who are logged in can use directory traversal characters (like "../") in filenames to write files outside the intended directory, potentially achieving RCE (remote code execution, where attackers can run commands on the server).

Solution: The source recommends two fixes: (1) Sanitize the multipart filename by extracting only the file name component and rejecting names containing "..": `new_filename = StdPath(file.filename or "").name` and add validation to reject invalid names. (2) Add a canonical path containment check inside `LocalStorageService.save_file` using `resolve().is_relative_to(base_dir)` to ensure files are always saved within the intended base directory.


Privacy Platform Cloaked Raises $375M to Expand Enterprise Reach

Summary: Privacy platform Cloaked has raised $375 million and plans to develop AI agents (AI systems that can take actions independently on behalf of users) that will help users monitor, manage, and enforce their privacy settings and security practices. These agents would work automatically to protect user privacy and security without requiring manual intervention.


Thoughts on OpenAI acquiring Astral and uv/ruff/ty

Summary: OpenAI has acquired Astral, the company behind three major Python development tools: uv (a package and environment manager), ruff (a linter and formatter), and ty (a type checker). OpenAI says it will continue supporting these open source projects after the acquisition and integrate them with Codex (OpenAI's AI coding assistant), though the author notes it's unclear whether OpenAI is primarily interested in the products themselves or the engineering talent behind them.


OpenAI to acquire developer tooling startup Astral in boost for Codex team

Summary: OpenAI is acquiring Astral, a startup that creates popular open source developer tools, to strengthen its Codex AI coding assistant (a tool that uses AI to help write software automatically). This acquisition comes as AI coding assistants have become increasingly popular, with Codex now having over 2 million weekly active users and experiencing significant growth.


Adobe’s AI image generator can now be trained on your own art

Summary: Adobe is launching Firefly Custom Models, customizable AI image generators that can be trained on a creator's own images to mimic specific artistic styles and character designs. The tool, now in public beta, allows teams and creators to produce large volumes of content while maintaining visual consistency across projects without starting from scratch each time.


GHSA-mmgp-wc2j-qcv7: Claude Code has a Workspace Trust Dialog Bypass via Repo-Controlled Settings File

Summary: Claude Code had a security flaw where it would read settings from a file (`.claude/settings.json`) that could be controlled by someone creating a malicious repository, allowing them to bypass the workspace trust dialog (a security prompt that asks for permission before running code). This meant an attacker could trick users into running code without their knowledge or consent. The vulnerability has been patched.

Solution: Users on standard Claude Code auto-update have already received the fix. Users performing manual updates are advised to update to the latest version.

@anthropic-ai/claude-code@< 2.1.53 (fixed: 2.1.53)


Fitbit’s AI health coach will soon be able to read your medical records

Summary: Google is giving Fitbit's AI health coach the ability to read users' medical records, starting next month in the US. Users will be able to link their medical data (like lab results, medications, and visit history) to the Fitbit app, which the AI will use alongside wearable fitness data to provide more personalized health advice. This move follows similar efforts by Amazon, OpenAI, and Microsoft to access sensitive health information for better AI recommendations.


The Agentic Era Arrives: How AI Is Transforming the Cyber Threat Landscape

Summary: Between January and February 2026, threat actors have matured their use of AI to develop malware and conduct cyberattacks, moving from experimental techniques to practical, widespread methods. A single experienced developer with an AI-powered IDE (integrated development environment, a coding tool with AI assistance) can now accomplish what previously required entire teams, while the same AI tools that help businesses also create new security vulnerabilities that defenders must prepare to protect against.


How Ceros Gives Security Teams Visibility and Control in Claude Code

Summary: Claude Code, Anthropic's AI coding agent, operates on developers' machines with full developer permissions but outside traditional enterprise security controls, reading files and executing commands before security tools can monitor them. Ceros is an AI Trust Layer (a security tool that sits on a developer's machine) built by Beyond Identity that provides real-time visibility, runtime policy enforcement, and an audit trail of Claude Code's actions by capturing device context, process history, and tying sessions to verified user identities through cryptographic keys.

Solution: Ceros provides mitigation through installation and enrollment: developers run two commands (curl -fsSL https://agent.beyondidentity.com/install.sh | bash and ceros claude) to install the CLI and launch Claude Code through Ceros. After email verification, Ceros captures full device context (OS, kernel version, disk encryption status, Secure Boot state, endpoint protection status) in under 250 milliseconds, records the complete process ancestry with binary hashes, ties the session to a verified human identity signed with a hardware-bound cryptographic key, and creates a complete audit record accessible through the Ceros admin console showing all Claude Code sessions by user, device, and time.

Anthropic
Claude Code
Beyond Identity
Ceros


5 key priorities for your RSAC 2026 agenda

Summary: RSA Conference 2026 is fundamentally organized around AI security, with 40% of sessions focused on how AI affects cybersecurity across all tracks. CISOs face a dual challenge: adopting AI quickly to stay competitive while simultaneously securing enterprise systems against new threats that AI itself creates. The conference prioritizes five learning areas: securing the AI stack (including RAG workflows, LLM data pipelines, and prompt injection attacks), AI governance and regulatory compliance, managing non-human identities (AI agents and service accounts that now outnumber human users), addressing shadow AI risks (unsanctioned tools and AI-generated code), and implementing autonomous security operations.


How we monitor internal coding agents for misalignment

Summary: OpenAI has built a monitoring system for coding agents (AI systems that can autonomously write and execute code) used internally to detect misalignment, which occurs when an AI's behavior doesn't match its intended purpose. The system uses GPT-5.4 Thinking to review agent interactions within 30 minutes, flag suspicious actions, and alert teams so they can quickly respond to potential security issues.

Solution: OpenAI's explicit mitigation involves deploying a low-latency internal monitoring system powered by GPT-5.4 Thinking at maximum reasoning effort that reviews agent interactions and automatically alerts for actions inconsistent with user intent or violating internal security or compliance policies. The source states the monitor currently reviews interactions within 30 minutes of completion and that 'as the latency decreases towards near real-time review, the security benefits increase significantly,' with the eventual goal of evaluating coding agent actions before they are taken. The source also recommends that 'similar safeguards should be standard for internal coding agent deployments across the industry.'


Anthropic ban heralds new era of supply chain risk — with no clear playbook

Summary: The Trump administration has banned AI company Anthropic from Pentagon systems as a "supply chain risk," requiring government contractors to remove the company's technology within 180 days. However, most organizations lack complete visibility into where and how AI systems are used across their networks, making it extremely difficult to identify and remove Anthropic technology when it may be embedded in applications, APIs (application programming interfaces, which allow software to communicate), developer tools, or third-party services.


Secure Homegrown AI Agents with CrowdStrike Falcon AIDR and NVIDIA NeMo Guardrails

Summary: AI agents (autonomous programs that perform tasks without constant human input) face security risks when deployed in business environments, as a compromised agent could expose customer data or execute unauthorized actions. CrowdStrike Falcon AIDR (AI Detection and Response, a security monitoring system) now supports NVIDIA NeMo Guardrails (an open-source library that adds safety constraints to AI systems) as of version 0.20.0, enabling developers to add security controls like blocking prompt injection attacks (tricking an AI by hiding instructions in its input), redacting sensitive data, and moderating restricted topics.

Solution: Organizations should use CrowdStrike Falcon AIDR with NVIDIA NeMo Guardrails to implement security controls. Specifically: start with monitoring mode to understand threats, then progressively enforce blocks and redactions as agents move from development to production. The solution includes over 75 built-in classification rules and support for custom data classification to block prompt injection attacks, redact sensitive data like account numbers and SSNs, detect hardcoded secrets, block code injection attempts, and moderate unwanted topics to ensure compliance.

CrowdStrike
NVIDIA
CrowdStrike Falcon AIDR
NVIDIA NeMo Guardrails


OpenAI to acquire Astral

Summary: OpenAI is acquiring Astral, a company that builds popular open source Python development tools like uv (for managing code dependencies), Ruff (for checking code quality), and ty (for type safety). After the acquisition closes, OpenAI plans to integrate these tools with Codex (its AI system for code generation) so that AI can work alongside the tools developers already use throughout their entire workflow, from planning changes to maintaining software over time.


Autoresearching Apple's "LLM in a Flash" to run Qwen 397B locally

Summary: Researchers successfully ran a very large AI model (Qwen 397B, a Mixture-of-Experts model where each response only uses a subset of the total weights) on a MacBook Pro by using Apple's "LLM in a Flash" technique, which stores model data on the fast SSD storage and pulls it into RAM as needed rather than keeping everything in memory at once. They used Claude to run 90 experiments and generate optimized code that achieved 5.5+ tokens per second (response speed) by quantizing (reducing precision of) the expert weights to 2-bit while keeping other parts at full precision. The final setup used only 5.5GB of constant memory while streaming the remaining 120GB of compressed model weights from disk on demand.

Apple
Qwen
Claude
MLX
Meta (Andrej Karpathy's work context)


CVE-2025-15031: A vulnerability in MLflow's pyfunc extraction process allows for arbitrary file writes due to improper handling of tar a

Summary: MLflow, a machine learning platform, has a vulnerability (CVE-2025-15031) in how it extracts model files from compressed archives. The issue is that the software uses `tarfile.extractall` (a Python function that unpacks compressed tar files) without checking whether file paths are safe, allowing attackers to use specially crafted archives with `..` (parent directory references) or absolute paths to write files outside the intended folder. This could let attackers overwrite files or execute malicious code, especially in shared environments or when processing untrusted model files.


Navigating Security Tradeoffs of AI Agents

Summary: AI agents, like the open-source Clawdbot, are becoming more powerful and autonomous but introduce serious security risks because attackers can compromise them through the open-source supply chain. Two major attack types threaten AI systems: model file attacks (where malicious code is hidden in AI model files uploaded to trusted repositories) and rug pull attacks (where attackers compromise MCP servers, which are tools that give AI agents capabilities, to perform malicious actions). The article notes that traditional security methods don't yet exist for protecting AI agents, and a single corrupted component can spread threats across many teams.

Solution: The source explicitly recommends: 'Teams must scan model files with tools that can parse machine learning formats, and load models in isolated containers, virtual machines or browser sandboxes.' For rug pull attacks specifically, the article states that 'the alternative is to use remote MCP servers whose code is maintained by trusted organizations' like GitHub, which 'reduces the risk of an MCP rug pull attack' (though it does not prevent malicious actions from the tools themselves).


GHSA-gjgx-rvqr-6w6v: Mesop Affected by Unauthenticated Remote Code Execution via Test Suite Route /exec-py

Summary: Mesop contains a critical vulnerability in its testing module where a `/exec-py` route accepts Python code without any authentication checks and executes it directly on the server. This allows anyone who can send an HTTP request to the endpoint to run arbitrary commands on the machine hosting the application, a flaw known as unauthenticated remote code execution (RCE, where an attacker runs commands on a system they don't own).


GHSA-8qvf-mr4w-9x2c: Mesop has a Path Traversal utilizing `FileStateSessionBackend` leads to Application Denial of Service and File Write/Deletion

Summary: Mesop has a path traversal vulnerability (a technique where an attacker uses sequences like `../` to escape intended directory boundaries) in its file-based session backend that allows attackers to read, write, or delete arbitrary files on the server by crafting malicious `state_token` values in messages sent to the `/ui` endpoint. This can crash the application or give attackers unauthorized access to system files.


ChatGPT did not cure a dog’s cancer

Summary: A story claimed that ChatGPT helped cure an Australian entrepreneur's dog of cancer, generating widespread attention as evidence that AI could revolutionize medicine. However, the article suggests this narrative is more complicated than the promoted version, implying the reality behind the claim differs from what was publicly reported.


GHSA-22cc-p3c6-wpvm: h3 has a Server-Sent Events Injection via Unsanitized Newlines in Event Stream Fields

Summary: The h3 library has a vulnerability in its Server-Sent Events (SSE, a protocol for pushing real-time messages from a server to connected clients) implementation where newline characters in message fields are not removed before being sent. An attacker who controls any message field (id, event, data, or comment) can inject newline characters to break the SSE format and trick clients into receiving fake events, potentially forcing aggressive reconnections or manipulating which past events are replayed.


'Claudy Day’ Trio of Flaws Exposes Claude Users to Data Theft

Summary: Researchers discovered three connected flaws in Claude (an AI assistant) that can work together to steal user data, starting with a prompt injection attack (tricking the AI by hiding malicious instructions in its input) combined with a Google search vulnerability. This attack chain could potentially compromise enterprise networks that rely on Claude.


Shadow AI Risk: How SaaS Apps Are Quietly Enabling Massive Breaches

Summary: Shadow AI refers to AI systems hidden within SaaS applications (software services accessed online) that operate without proper oversight, creating security risks that can lead to major data breaches. The article emphasizes that organizations lack visibility into these autonomous AI systems and calls for better monitoring and control mechanisms to manage agentic AI (AI that can independently take actions to achieve goals).


A Dual-Purpose Framework for Backdoor Defense and Backdoor Amplification in Diffusion Models

Summary: Diffusion models (AI systems that generate images and other content by gradually removing noise from random data) are vulnerable to backdoor attacks, where hidden triggers cause the model to produce harmful outputs. Researchers created PureDiffusion, a framework that can both defend against these attacks by detecting and inverting the hidden triggers, and amplify attacks by making existing backdoors more effective.


N Truths and a Lie: Consistency-Based Backdoor Defense for Vertical Federated Learning

Summary: This paper addresses backdoor attacks (where attackers secretly poison AI models to make them behave maliciously) in vertical federated learning (VFL, a setup where different organizations train an AI together on their own private data). The researchers propose a defense using a latent masked autoencoder (LMAE, a type of neural network that detects patterns and missing information) to identify when one participant is submitting suspicious, inconsistent data compared to honest participants, allowing the system to reject malicious contributions.

Solution: The paper proposes a novel defense mechanism using a latent masked autoencoder (LMAE) to assess the semantic consistency of embeddings (learned data representations) from different participants. The authors developed an algorithm based on the LMAE that identifies attackers and enables backdoor-resistant predictions. The defense was tested on multiple datasets and backdoor attack types and demonstrated effectiveness at identifying attackers while maintaining high prediction accuracy.


GHSA-3xm7-qw7j-qc8v: SSRF in @aborruso/ckan-mcp-server via base_url allows access to internal networks

Summary: The @aborruso/ckan-mcp-server tool allows attackers to make HTTP requests to any address by controlling the `base_url` parameter, which has no validation or filtering. An attacker can use prompt injection (tricking the AI by hiding instructions in its input) to make the tool scan internal networks or steal cloud credentials, but exploitation requires the victim's AI assistant to have this server connected.

Solution: The source explicitly recommends: (1) Validate `base_url` against a configurable allowlist of permitted CKAN portals, (2) Block private IP ranges (RFC 1918, link-local addresses like 169.254.x.x), (3) Block cloud metadata endpoints (169.254.169.254), (4) Sanitize SQL input for datastore queries, and (5) Implement a SPARQL endpoint allowlist.

@aborruso/ckan-mcp-server@< 0.4.85 (fixed: 0.4.85)


GHSA-rf6x-r45m-xv3w: Langflow is Missing Ownership Verification in API Key Deletion (IDOR)

Summary: Langflow has a security flaw called IDOR (insecure direct object reference, where an attacker can access or modify resources belonging to other users) in its API key deletion feature. An authenticated attacker can delete other users' API keys by guessing their IDs, because the deletion endpoint doesn't verify that the API key belongs to the person making the request. This could allow attackers to disable other users' integrations or take over their accounts.

Solution: Modify the delete_api_key endpoint and function by: (1) passing current_user to the delete function; (2) adding a verification check in delete_api_key() that confirms api_key.user_id == current_user.id before deletion; (3) returning a 403 Forbidden error if the user doesn't own the key. Example code provided: 'if api_key.user_id != user_id: raise HTTPException(status_code=403, detail="Unauthorized")'


The Download: The Pentagon’s new AI plans, and next-gen nuclear reactors

Summary: The Pentagon is planning to create secure environments where AI companies can train their models on classified military data, which would embed sensitive intelligence like surveillance reports into the AI systems themselves and bring these companies closer to classified information than before. This represents a major shift from current use of AI models like Claude in classified settings, but introduces unique security risks by allowing models to learn from rather than just access classified data.

Solution: N/A -- no mitigation discussed in source.

Anthropic Claude OpenAI DeepSeek Nvidia Microsoft Meta


DLSS 5: Has Nvidia’s AI graphics technology gone too far?

Summary: Nvidia has released DLSS 5, a new 3D guided neural rendering model (an AI system that generates realistic graphics in real-time) that can alter a game's lighting and materials during gameplay. Many gamers have criticized the technology for changing how games look in ways they didn't expect, with complaints that it distorts character appearances and doesn't respect the original artists' creative vision.


Reco targets AI agent blind spots with new security capability

Summary: Reco, a SaaS security platform, launched "Reco AI Agent Security" on March 18 to address "agent sprawl," the problem of autonomous AI agents (like Copilot and ChatGPT integrations) accessing sensitive data and taking actions across multiple systems without human oversight. The new tool gives security teams visibility and control over these AI agents by using behavior-based detection (analyzing API call patterns and workflow signatures) instead of traditional connection-based methods, identifying risks like agents with excessive permissions or misconfigured access to customer data.

Solution: Reco AI Agent Security is explicitly designed as the mitigation. According to the source, the offering provides: (1) AI agent discovery through multi-layered detection that analyzes API call patterns and service account activity to identify autonomous behavior; (2) risk analysis by correlating activity across applications and recognizing workflow signatures of automation tools like n8n, Zapier, and Make; and (3) governance and control over all AI agents operating in the SaaS ecosystem. The platform tracks OAuth connections, analyzes decision-making patterns that indicate autonomous action, and monitors cross-application activity to identify agents that traditional SSPM tools miss.

Reco
Microsoft Copilot
ChatGPT
Salesforce Agentforce
n8n
Zapier
Make
Airtable
NetSuite
GitHub


Claude Code Security and Magecart: Getting the Threat Model Right

Summary: Magecart attacks (malicious code injected into e-commerce sites to steal payment data) often hide in third-party resources like images or scripts that never enter a company's code repository, making them invisible to static analysis tools like Claude Code Security. Claude Code Security is designed to scan code you own, so it cannot detect malicious code injected at runtime through compromised external libraries, CDNs (content delivery networks that distribute files globally), or data hidden in binary files like favicons, which means repository-based scanning has a fundamental blind spot for this attack class.


We asked experts about the most responsible ways to use AI tools – here’s what they said

Summary: The article discusses expert advice on responsible AI tool use, emphasizing that people should use AI as a brainstorming partner and for organizing information, but should not let it replace their own decision-making. A 2025 survey shows that one-third of US adults use ChatGPT, with particularly high adoption among people under 30.


Can you prove the person on the other side is real?

Summary: Synthetic identity fraud, where criminals create fake people using AI-generated documents and deepfakes (realistic fake videos or audio), is becoming a major threat in estate and identity verification work. Traditional security checks that look at device fingerprints or typing patterns are no longer reliable because AI can now imitate these signals. The text explains that the real challenge by 2026 will be distinguishing legitimate people from manufactured personas, especially in high-stakes situations involving inheritance and family claims.

Solution: The source suggests moving from asking "Who is this?" to a more forensic approach: "How did this identity—and its digital footprint—come to exist?" This shift means prioritizing provenance (where the identity originated), issuer verification (confirming documents are real), and cross-channel consistency (checking if the person's presence makes sense across multiple systems) over accepting surface-level plausibility. However, the text does not provide specific technical implementations or detailed steps for executing this approach.


China’s ‘AI tigers’ see shares surge after Nvidia CEO touts OpenClaw as ‘next ChatGPT’

Summary: Chinese AI companies saw significant stock gains after Nvidia CEO Jensen Huang praised OpenClaw, an open-source AI agent (a program that can perform tasks independently), as "the next ChatGPT." Companies like MiniMax and Zhipu, which are among China's leading AI developers building large language models (AI systems trained on huge amounts of text to understand and generate language), have integrated OpenClaw into their products and are launching their own versions based on it.

OpenAI
Anthropic
Google
NVIDIA
MiniMax
Zhipu
Knowledge Atlas Technology
SenseTime
UCloud Technology
SK Hynix
Samsung Electronics


CISOs rethink their data protection strategies

Summary: CISOs (Chief Information Security Officers, the top security leaders at companies) are updating their data protection strategies because employees are rapidly sharing company data with AI tools, including public models like ChatGPT, creating new security risks. A CISO at a law firm added a new protection layer that classifies data based on whether it can be safely used with AI and invested in new monitoring tools, while also regularly evaluating new technologies to ensure controls keep pace with AI innovations.

Solution: The source describes one organization's approach: add a protection layer that classifies and tags data based on whether it could be used with AI and in what circumstances, invest in new tools to support that layer, monitor the vendor landscape for emerging capabilities, and evaluate new technologies being deployed to determine whether new controls are needed for them. However, no specific technical solutions, patches, or vendor recommendations are explicitly named in the source text.


Meta's Manus launches desktop app to bring its AI agent onto personal devices amid OpenClaw craze

Summary: Meta-owned Manus launched a desktop application with a feature called 'My Computer' that allows its AI agent (a program that can complete complex, multi-step tasks automatically) to access and control files, tools, and applications directly on a user's computer, rather than only working in the cloud. This move competes with OpenClaw, a free, open-source AI agent that similarly runs on local devices. Experts have raised security and privacy concerns about giving AI agents local device access, but Manus addressed this by requiring explicit user approval before the agent executes tasks.

Solution: Manus's mitigation for security and privacy risks includes a control mechanism requiring explicit user approval before task execution. According to Manus, users can choose "Allow Once" for individual review of each action or "Always Allow" for trusted, recurring actions, keeping users "firmly in control."


OWASP GenAI Security Project Expands AI Security Frameworks Ahead of RSA 2026, Celebrates Continued Sponsor Support

Summary: The OWASP GenAI Security Project, an open-source community focused on AI security, announced expansion of its resources and frameworks with over 25,000 members contributing practical guidance and tools. The project is being highlighted at the RSA 2026 conference, indicating growing industry adoption of AI security best practices.


Survey on Learning-based Dynamic Fault Localization: From Traditional Machine Learning to Large Language Models

Summary: This survey examines methods for automatically finding bugs in software code by using machine learning and AI models, tracing the evolution from traditional machine learning techniques to modern large language models (LLMs, which are AI systems trained on vast amounts of text data). The research covers how these AI-based approaches learn patterns to pinpoint where faults occur in code, making debugging faster and more efficient than manual inspection.


Nvidia CEO Jensen Huang says OpenClaw is 'definitely the next ChatGPT'

Summary: Nvidia CEO Jensen Huang highlighted OpenClaw, an open-source autonomous AI agent platform (a system that can complete tasks and make decisions with minimal human input, unlike traditional chatbots), calling it "the next ChatGPT" and a major breakthrough in AI interaction. Nvidia launched NemoClaw, an enterprise version of OpenClaw that adds security, scalability, and oversight tools to make these autonomous agents safe for real-world business use, addressing concerns about security, privacy, and control as these systems gain the ability to act independently.

Solution: Nvidia addressed risks with NemoClaw by building "guardrails, including privacy protections, oversight tools, and enterprise-grade security to ensure these agents can be deployed safely at scale."


The Pentagon is planning for AI companies to train on classified data, defense official says

Summary: The Pentagon is planning to let AI companies train their models on classified military data in secure facilities, which would allow the AI to learn from and embed sensitive intelligence like surveillance reports. While this could make AI systems more accurate for military tasks, experts warn it creates risks: classified information that the AI learns could accidentally be shared with people or military departments that shouldn't have access to it, potentially endangering operatives or exposing secrets.


OpenAI preps for IPO by end of year, tells employees ChatGPT must be 'productivity tool'

Summary: OpenAI is preparing for an initial public offering (IPO, where a private company sells shares to the public) potentially by the end of 2024, with leadership telling employees that ChatGPT must focus on being a productivity tool for businesses. The company is shifting strategy to convert its 900 million weekly users into enterprise customers and has scaled back its infrastructure spending targets from $1.4 trillion to $600 billion by 2030 to present a more realistic financial picture to investors.


GHSA-2cpp-j2fc-qhp7: AWS API MCP File Access Restriction Bypass

Summary: The AWS API MCP Server (a tool that lets AI assistants interact with AWS services) has a vulnerability in versions 0.2.14 through 1.3.8 where attackers can bypass file access restrictions and read files they shouldn't be able to access, even when the server is configured to block file operations or limit them to a specific directory.

Solution: Upgrade to version 1.3.9 or later.


GHSA-vwmf-pq79-vjvx: Unauthenticated Remote Code Execution in Langflow via Public Flow Build Endpoint

Summary: Langflow has an unauthenticated remote code execution vulnerability in its public flow build endpoint. The endpoint is designed to be public but incorrectly accepts attacker-supplied flow data containing arbitrary Python code, which gets executed without sandboxing when the flow is built. An attacker only needs to know a public flow's ID and can exploit this to run any code on the server.


GPT-5.4 mini and GPT-5.4 nano, which can describe 76,000 photos for $52

Summary: OpenAI released two new smaller AI models, GPT-5.4 mini and GPT-5.4 nano, that are cheaper and faster than previous versions. GPT-5.4 nano is particularly affordable at $0.20 per million input tokens, making it economical for tasks like image description, where describing 76,000 photos would cost around $52.

OpenAI
GPT-5.4
GPT-5.4 mini
GPT-5.4 nano
Claude Opus 4.6
Claude Sonnet 4.6
Gemini 3.1 Pro
Claude Haiku 4.5
Gemini 3.1 Flash-Lite