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Understand the risks. Examine the evidence.

Research and practical perspectives for teams building, deploying and securing AI agents.

FEATURED ARTICLE · INCIDENT ANALYSIS

OpenAI Hugging Face Incident: Timeline and Analysis.

A sourced account of the July 2026 incident, with confirmed impact, 23 techniques, a video timeline and lessons for AI, security and platform teams.

By Vinod Vasudevan · September 28, 2026

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From the blog.

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ARTICLE · 29 MIN READ

OpenAI Hugging Face Incident: Timeline and Analysis

What happened in the July 2026 OpenAI Hugging Face incident: a sourced timeline, confirmed impact, attack techniques and lessons for securing AI agents.

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ARTICLE · 5 MIN READ

When AI Lies to You: Excessive Agency & Tool Misuse

Discover how excessive AI agency leads to tool misuse and SSRF attacks. Learn how Ackuity runtime guardrails secure autonomous AI agent workflows.

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ARTICLE · 4 MIN READ

The Puppeteer's Strings: Direct, Indirect, and Cross-Prompt Injections (XPIA)

Ackuity CEO Rajat Mohanty decodes XPIA and explains how Agent Execution Guardrails stop prompt injection threats before the malicious payload executes

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Whitepapers
Ackuity

A taxonomy of threats to AI agents.

RESEARCH PAPER · 8 PAGES

SECURITY RESEARCH

A framework for understanding agent risk

Explore four classes of threats and 21 threat vectors across data interaction, privilege misuse, agent manipulation and overreach.

A practical starting point for examining the risks that emerge when AI systems can act.

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VIDEO · 1:21

Ackuity in under two minutes

An introduction to detecting threats and controlling agent actions across the execution environment.

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VIDEO · 3:58

Inside Ackuity: a product walkthrough

A closer look at how Ackuity surfaces agent activity and security findings. Watch the recorded product demonstration.

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Latest news.

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COMPANY NEWS · SEPTEMBER 24, 2026

Wall Street Security Leader Patrick Forbes Joins Ackuity as Advisor

Former S&P Global head of cybersecurity and technology risk will help Ackuity build for the security leaders who approve AI agents for production

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