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Truong (Jack) Luu

Information Systems Researcher

AI Sec Watch

The security intelligence platform for AI teams

AI security threats move fast and get buried under hype and noise. Built by an Information Systems Security researcher to help security teams and developers stay ahead of vulnerabilities, privacy incidents, safety research, and policy developments.

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Daily BriefingMonday, March 30, 2026
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Anthropic's Leaked "Mythos" Model Raises Cybersecurity Concerns: An accidental configuration leak revealed Anthropic's unreleased Mythos model, which has advanced reasoning and coding abilities including recursive self-fixing (autonomously finding and patching its own bugs). The model's improved capability to find and exploit software vulnerabilities could enable more sophisticated cyberattacks, prompting Anthropic to plan a cautious rollout targeting enterprise security teams first.

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Critical Command Injection in MLflow Model Deployment: MLflow has a command injection vulnerability (where an attacker inserts malicious commands into input that gets executed) in its model serving code when deploying models with `env_manager=LOCAL`. The flaw reads dependency information from `python_env.yaml` and executes it in a shell without validation, allowing arbitrary command execution on deployment systems. (CVE-2025-15379, critical severity)

Latest Intel

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01

GHSA-g48c-2wqr-h844: LangGraph checkpoint loading has unsafe msgpack deserialization

security
Mar 5, 2026

LangGraph has a vulnerability where checkpoints stored using msgpack (a serialization format for encoding data) can be unsafe if an attacker gains write access to the checkpoint storage (like a database). When the application loads a checkpoint, unsafe code could be executed if an attacker crafted a malicious payload. This is a post-compromise risk that requires the attacker to already have privileged access to the storage system.

Critical This Week5 issues
critical

CVE-2025-15379: A command injection vulnerability exists in MLflow's model serving container initialization code, specifically in the `_

CVE-2025-15379NVD/CVE DatabaseMar 30, 2026
Mar 30, 2026
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Multiple High-Severity Vulnerabilities Found in CrewAI: CrewAI has several serious security flaws including two that enable RCE (remote code execution, where attackers run commands on systems they don't control) when Docker containerization fails and the system falls back to less secure sandbox settings. Additional vulnerabilities allow arbitrary file reading and SSRF (server-side request forgery, tricking a server into making unwanted requests) through improper validation in RAG search tools. (CVE-2026-2287, CVE-2026-2275, CVE-2026-2285, CVE-2026-2286)

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LangChain Path Traversal Adds to AI Pipeline Security Woes: LangChain and LangGraph have critical flaws allowing attackers to steal sensitive data like API keys through improper input handling, including a new path traversal bug (CVE-2026-34070, CVSS 7.5) that lets attackers read arbitrary files. Maintainers have released fixes that need immediate application.

Fix: LangGraph provides several mitigation options: (1) Set the environment variable `LANGGRAPH_STRICT_MSGPACK` to a truthy value (`1`, `true`, or `yes`) to enable strict mode, which blocks unsafe object types by default. (2) Configure `allowed_msgpack_modules` in your serializer or checkpointer to `None` (strict mode, only safe types allowed), a custom allowlist of specific modules and classes like `[(module, class_name), ...]`, or `True` (the default, allows all types but logs warnings). (3) When compiling a `StateGraph` with `LANGGRAPH_STRICT_MSGPACK` enabled, LangGraph automatically derives an allowlist from the graph's schemas and channels and applies it to the checkpointer.

GitHub Advisory Database
02

CVE-2026-28353: Trivy Vulnerability Scanner is a VS Code extension that helps find vulnerabilities. In Trivy VSCode Extension version 1.

security
Mar 5, 2026

Trivy VSCode Extension version 1.8.12 (a tool that scans code for security weaknesses) was compromised with malicious code that could steal sensitive information by using local AI coding agents (AI tools running on a developer's computer). The malicious version has been removed from the marketplace where it was distributed.

Fix: Users are advised to immediately remove the affected artifact and rotate environment secrets (credentials and keys stored on their system).

NVD/CVE Database
03

OpenAI's Altman takes jabs at Anthropic, says government should be more powerful than companies

policyindustry
Mar 5, 2026

This article covers a public dispute between AI company leaders Sam Altman (OpenAI) and Dario Amodei (Anthropic) regarding government power and company influence, along with a conflict between Anthropic and the U.S. Department of Defense that resulted in the Pentagon blacklisting Anthropic's AI models and directing federal agencies to stop using them. OpenAI subsequently announced its own agreement with the Department of Defense, which drew criticism for appearing opportunistic, though Altman stated the company intended to de-escalate the situation.

CNBC Technology
04

Mortgages in 47 seconds: Better’s new ChatGPT app targets lenders Rocket and UWM

industry
Mar 5, 2026

Better.com has partnered with OpenAI to create a ChatGPT app that dramatically speeds up mortgage underwriting, reducing the process from 21 days to as little as 47 seconds by using AI models to run multiple workflows in parallel. The app combines Better's mortgage engine with OpenAI's language models to help loan officers at banks, brokers, and fintech firms process mortgages faster and cheaper. This AI-powered approach is positioning Better as a "mortgage-as-service" platform that could reshape the mortgage industry by enabling competitors to undercut larger players like Rocket Mortgage and United Wholesale Mortgage.

CNBC Technology
05

Anthropic officially told by DOD that it's a supply chain risk even as Claude used in Iran

policysecurity
Mar 5, 2026

The U.S. Department of Defense has officially designated Anthropic (the company behind Claude, an AI model) as a supply chain risk, effective immediately, requiring defense contractors to certify they don't use Claude in their Pentagon work. This designation stems from a dispute over AI use restrictions: Anthropic wanted safeguards against autonomous weapons and mass surveillance, while the DOD demanded unrestricted access to Claude for all lawful military purposes. Anthropic stated it will challenge the designation in court.

CNBC Technology
06

EXCLUSIVE: Luma launches creative AI agents powered by its new ‘Unified Intelligence’ models

industry
Mar 5, 2026

Luma, an AI video-generation company, launched Luma Agents, which are AI systems designed to handle creative work across text, image, video, and audio using a new 'Unified Intelligence' model architecture (a single AI system trained to understand and generate multiple types of content). These agents can plan and generate creative assets while working with other AI models, and they can evaluate and improve their own work through iterative self-critique (repeatedly checking and refining outputs), making them useful for ad agencies, marketing teams, and design studios.

TechCrunch
07

OpenAI launches GPT-5.4 with Pro and Thinking versions

industry
Mar 5, 2026

OpenAI released GPT-5.4, a new AI model available in standard, reasoning (GPT-5.4 Thinking), and high-performance (GPT-5.4 Pro) versions, featuring a context window (the amount of text an AI can consider at once) up to 1 million tokens and improved efficiency. The model achieved record benchmark scores and is 33% less likely to make individual claim errors compared to its predecessor. OpenAI also introduced Tool Search, a new system that lets the API version look up tool definitions as needed rather than loading all definitions upfront, reducing token usage and costs for systems with many available tools.

Fix: OpenAI introduced Tool Search, described as a new system that "allows models to look up tool definitions as needed, resulting in faster and cheaper requests in systems with many available tools," replacing the previous method where system prompts would lay out all tool definitions upfront.

TechCrunch
08

OpenAI’s new GPT-5.4 model is a big step toward autonomous agents

industry
Mar 5, 2026

OpenAI has released GPT-5.4, a new AI model with improved reasoning and coding abilities that can now operate computers directly, meaning it can perform tasks across different applications on a user's behalf. This model represents progress toward creating autonomous agents (AI systems that work independently in the background to complete complex tasks online and in software applications).

The Verge (AI)
09

Cursor is rolling out a new kind of agentic coding tool

industry
Mar 5, 2026

Cursor has launched a new tool called Automations that automatically triggers coding agents (AI systems that write code) based on events like code changes, Slack messages, or timers, rather than requiring engineers to manually start each one. This aims to reduce the complexity of managing multiple agents at once by letting humans intervene only when needed, similar to how their existing Bugbot feature automatically reviews new code for bugs and security issues.

TechCrunch
10

Anthropic CEO Dario Amodei could still be trying to make a deal with Pentagon

policy
Mar 5, 2026

Anthropic's CEO is reportedly resuming negotiations with the Pentagon after a failed $200 million contract deal over how much unrestricted access the military could have to Anthropic's AI models. The original dispute arose because Anthropic wanted to prohibit the Pentagon from using its AI for domestic mass surveillance or autonomous weaponry (weapons that can make decisions without human control), while the Pentagon wanted broader access rights. The Pentagon has since signed a deal with OpenAI instead, but ongoing talks suggest both sides may still be seeking a compromise.

TechCrunch
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critical

CVE-2026-33873: Langflow is a tool for building and deploying AI-powered agents and workflows. Prior to version 1.9.0, the Agentic Assis

CVE-2026-33873NVD/CVE DatabaseMar 27, 2026
Mar 27, 2026
critical

Attackers exploit critical Langflow RCE within hours as CISA sounds alarm

CSO OnlineMar 27, 2026
Mar 27, 2026
critical

CVE-2025-53521: F5 BIG-IP Unspecified Vulnerability

CVE-2025-53521CISA Known Exploited VulnerabilitiesMar 26, 2026
Mar 26, 2026
critical

CISA: New Langflow flaw actively exploited to hijack AI workflows

BleepingComputerMar 26, 2026
Mar 26, 2026