AI Red Team Engineering notes, research references, and field notes on AI systems, responsible AI, governance, and compliance.
Global search

Search AI Red Team

Search across the complete knowledge base.

Enter at least two characters to begin.
↑↓ select Enter open Browse the full research archive
American National Standards Institute · Event date July 28, 2026 - July 31, 2026

ANSI Innovation Summit 2026

event past event AI ComplianceAgent SecurityAI Engineering
Why it matters
July 28, 2026 - July 31, 2026
Event archive

ANSI's four-day Innovation Summit brings standards bodies, government, and industry together in Denver. Its July 29 AI program focuses on trust, security, data integrity, manufacturing use cases, and the standards implications of fast-moving AI systems.

My takeaway: Standards discussions become useful only when they translate into testable controls and evidence. Track proposed terminology, assurance requirements, agent identity and authorization rules, lifecycle obligations, and interoperability claims; map them to existing NIST, ISO, and organizational controls without treating emerging consensus as a finished standard.
Keep exploring

More curated notes connected through AI Compliance and Agent Security.

OpenAI News · framework

OpenAI’s Frontier Governance Framework

OpenAI's 22-page Frontier Governance Framework maps its frontier-model processes to California's Transparency in Frontier AI Act and the EU AI Act's general-purpose AI code. It documents lifecycle risk assessment, cyber-offense and other risk tiers, mitigation and residual-risk decisions, critical-incident handling, security risk management, model reporting, external review, responsibility allocation, and change control.

OpenAI News · framework

Cybersecurity in the Intelligence Age

OpenAI proposes a five-pillar strategy for AI-enabled cyber defense: tiered access for trusted defenders, faster government-industry coordination, stronger protection of frontier models and infrastructure, risk-scaled deployment monitoring, and broader defensive support for individuals and small organizations.

OWASP GenAI Security Project · guide

OWASP Top 10 for Agentic Applications for 2026

OWASP's community guide organizes agentic-system risk into ten categories, including goal hijacking, tool misuse, identity and privilege abuse, memory poisoning, insecure inter-agent communication, cascading failures, and rogue-agent behavior. It provides a shared taxonomy and mitigation starting point rather than a certification checklist or evidence that a deployed system is secure.