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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.

Independent research. No sponsors, no paywalls, no conflicts of interest.

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Daily BriefingFriday, August 14, 2026
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OpenAI's Enterprise Revenue Surpasses Consumer Business: OpenAI's CFO disclosed that enterprise sales now exceed consumer revenue, crossing 50% of the company's $40 billion annualized run rate earlier than anticipated. The shift reflects enterprises moving from untracked employee AI usage toward measuring cost per unit of intelligence delivered.

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Cyera Acquires Oasis Security for $1 Billion to Unify AI Agent Controls: Cyera purchased Oasis to merge data security and identity management into a single control plane for AI agents (autonomous software programs that act on behalf of users), enabling context-based access decisions rather than static permission roles.

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Latest Intel

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01

When Information Becomes the Attack Surface – Understanding AI Agent Traps

securityresearch
Critical This Week5 issues
critical

CVE-2026-49986: The Cortex MCP server (`neuro-cortex-memory`), a cross-platform persistent memory MCP, prior to version 3.17.1 treats th

CVE-2026-49986NVD/CVE DatabaseAug 14, 2026
Aug 14, 2026

Critical RCE in Cortex MCP Server Enables Code Execution via Malicious Repositories: CVE-2026-49986 affects Cortex MCP server (a tool providing persistent memory to AI assistants like Claude) versions before 3.17.1, where insufficient validation of project directories allows attackers to execute arbitrary Python code by placing malicious files in a repository that trigger when the visualization tool is invoked. The vulnerability carries critical severity and runs with user privileges.

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Anthropic Deploying Invisible Text Watermarks in Claude for EU Compliance: Anthropic is embedding undetectable watermarks in Claude's output by subtly biasing word selection during generation using a secret key, creating verifiable patterns without degrading text quality. The implementation addresses EU regulatory requirements mandating identification of AI-generated content.

Jun 24, 2026

AI agents that can autonomously access websites, emails, and files are vulnerable to 'traps' - maliciously designed information that tricks them into wrong actions. These traps include content injection (hiding malicious instructions in webpage code or metadata), semantic manipulation (using repetition and emotional language to guide decisions), and cognitive state attacks (poisoning databases that agents rely on for memory), with research showing such attacks succeed 57-90% of the time depending on the type.

SecurityWeek
02

The $27 million Al proxy war over Alex Bores ends in a draw

policy
Jun 24, 2026

A $27 million political campaign between AI companies Anthropic and OpenAI, fought through a super PAC (a political organization that can raise unlimited funds), ended without a clear winner when Alex Bores, a New York politician who had authored AI safety legislation, narrowly lost a Democratic primary election. Bores had previously passed the RAISE Act, which added safety requirements for advanced AI companies, but this legislation upset the pro-AI super PAC that opposed him.

The Verge (AI)
03

More Malicious OpenClaw Skills Threaten AI Supply Chain

security
Jun 24, 2026

OpenClaw, an AI skills marketplace called ClawHub, discovered and removed five malicious packages that had bypassed security checks despite containing infostealers (malware that steals information like passwords and data). This incident demonstrates that threats can slip through marketplace defenses and compromise the AI supply chain (the network of tools and components used to build AI systems).

Dark Reading
04

Introducing computer use in Gemini 3.5 Flash

safetysecurity
Jun 24, 2026

Google has added computer use, a capability that allows AI agents to see and interact with computer screens to perform tasks, directly into Gemini 3.5 Flash (an AI model). This feature enables developers to build agents that can automate work across browsers, phones, and desktops, such as testing software or handling business tasks.

Fix: To mitigate prompt injection risks (attacks where malicious instructions are hidden in user inputs), Google uses targeted adversarial training for computer use in Gemini 3.5 Flash. The company also released two optional enterprise safeguard systems: one that requires explicit user confirmation for sensitive or irreversible actions, and another that automatically stops tasks if an indirect prompt injection is identified. The source recommends combining these features with secure sandboxing, human-in-the-loop verification (having humans review AI decisions), and strict access controls.

DeepMind Safety Research
05

Figma now has AI motion graphics and shader tools

industry
Jun 24, 2026

Figma announced new AI-powered design features at its Config conference, including AI-generated motion graphics (animations created by describing them to an AI chatbot) and coding layers that let developers edit code without leaving the design canvas. These updates aim to help creative teams automate repetitive tasks and work more efficiently in one integrated workspace.

The Verge (AI)
06

OpenAI unveils first chip as part of Broadcom deal in effort to 'build the full stack'

industry
Jun 24, 2026

OpenAI and Broadcom unveiled Jalapeño, OpenAI's first custom AI chip designed for inference (the process of running trained AI models to generate responses for users). The chip is an ASIC (application-specific integrated circuit, a processor built for one particular job rather than general computing), which is cheaper and more efficient than standard graphics processors but less flexible, and OpenAI designed it in nine months with help from its own AI models to address extreme demand for computing power.

CNBC Technology
07

OpenAI reveals its first AI processor: Jalapeño

industry
Jun 24, 2026

OpenAI has announced a new chip called Jalapeño, an ASIC (application-specific integrated circuit, a processor designed for one particular job) built with Broadcom to power AI servers. The chip is specifically designed for AI inference (the process where a trained AI model processes user requests and generates responses), rather than AI training (where models learn from large amounts of data).

The Verge (AI)
08

CVE-2026-12537: Improper Neutralization used in an OS Command in the container launcher in Google Gemini CLI (versions prior to 0.39.1)

security
Jun 24, 2026

A critical vulnerability (CVE-2026-12537) exists in Google Gemini CLI versions before 0.39.1 and the run-gemini-cli GitHub Action before version 0.1.22 that allows attackers to run malicious code on a host system before sandbox protections activate by creating a specially crafted .gemini/.env file (improper neutralization is a failure to filter dangerous characters from user input before using it in system commands). This affects headless CI (continuous integration, automated testing environments) platforms and has a maximum severity rating of 10.0.

Fix: Update Google Gemini CLI to version 0.39.1 or later, and update the run-gemini-cli GitHub Action to version 0.1.22 or later.

NVD/CVE Database
09

AI Has Moved From Assistance to Action. Is Your Security Model Ready?

securitypolicy
Jun 24, 2026

AI systems in businesses are shifting from passive assistants that answer questions to active agents that take real actions like retrieving data, calling APIs (application programming interfaces, which let software communicate with other software), and executing workflows. This change requires a new approach to security, moving beyond simple data governance rules about what employees can share with AI tools.

Check Point Research
10

Harmful Fine-tuning Attacks and Defenses for Large Language Models: A Survey

securityresearch
Jun 24, 2026

This academic survey examines harmful fine-tuning attacks (methods where attackers modify an AI model's training process to make it behave dangerously) and the defenses designed to stop them. The paper reviews different types of attacks, how they work, and various protection strategies researchers have developed to keep large language models safe from this threat.

ACM Digital Library (TOPS, DTRAP, CSUR)
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critical

CVE-2026-19297: IBM Langflow OSS 1.0.0 through 1.9.6 could allow a remote attacker to obtain unauthorized access to user accounts due to

CVE-2026-19297NVD/CVE DatabaseAug 13, 2026
Aug 13, 2026
critical

CVE-2026-73656: Trigger.dev is a platform for building and deploying fully managed AI agents and workflows. Prior to 4.5.6, POST /api/v1

CVE-2026-73656NVD/CVE DatabaseAug 13, 2026
Aug 13, 2026
critical

CVE-2026-73487: Flowise before 3.1.3 contains a regex-based Python code validator bypass in CSV and Airtable Agent nodes that allows una

CVE-2026-73487NVD/CVE DatabaseAug 13, 2026
Aug 13, 2026
critical

CVE-2026-73485: Flowise before 3.1.3 contains a code injection vulnerability in the Airtable Agent node that allows unauthenticated atta

CVE-2026-73485NVD/CVE DatabaseAug 13, 2026
Aug 13, 2026