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Supply Chain Security, in plain English.

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AI Security

CAISI's May 2026 Frontier Model Testing Agreements: Pre-Deployment Evaluation Becomes a Supply-Chain Control

On May 5, 2026, NIST's CAISI signed pre-deployment evaluation agreements with Google DeepMind, Microsoft, and xAI, bringing five frontier labs into a government testing program covering cyber, bio, and chemical risk.

May 6, 202610 min read
Supply Chain Attacks

When the Vulnerability Is the Design: MCP STDIO Command Injection Across 150M Downloads (May 2026)

OX Security documented command injection through the MCP STDIO transport across Python, TypeScript, Java, and Rust SDKs. Anthropic calls the behavior by-design and won't patch upstream. That leaves the fix to thousands of downstream projects.

May 6, 202611 min read
Standards

NIST SSDF 1.2 Draft: What the Comment Period Revealed

NIST opened public comment on SP 800-218r1 SSDF v1.2 on December 17, 2025. The draft adds AI development practices, refines supply-chain controls, and aligns with EO 14306.

Feb 26, 20267 min read
AI Security

CycloneDX ML-BOM in 1.7: Implementation Guide

CycloneDX 1.7 was published in October 2025 and adopted by the General Assembly in December. We unpack what the ML-BOM capability means in practice for AI inventory.

Jan 15, 20267 min read
AI Security

CoSAI Releases Model Signing and Incident Response Frameworks

The Coalition for Secure AI published two operational frameworks in November 2025: Signing ML Artifacts and AI Incident Response. We unpack what each contains and how to adopt them.

Dec 4, 20257 min read
AI Security

SPDX 3.0 AI Profile: Building an AIBOM in Practice

SPDX 3.0 was published in March 2025 with a dedicated AI profile and a Dataset profile. We walk through how to produce a defensible AIBOM in SPDX format alongside or in place of CycloneDX.

Sep 18, 20257 min read
Incident Analysis

DeepSeek ClickHouse Exposure: When the AI Vendor Forgets the Database

In January 2025 Wiz Research found a wide-open ClickHouse instance belonging to AI startup DeepSeek, leaking chat history, API keys, and internal log streams. We unpack the AI-supply-chain implications.

Feb 10, 20257 min read

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