
A court filing tried to talk to AI. Your document pipeline might listen
A failed hidden-message attempt in a Connecticut court shows what prompt injection protection must cover across enterprise document workflows.
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Promptective journal
Articles, practical guides and product news for teams governing AI across browsers, desktops and agents.

A Kiro prompt-injection flaw shows how repository content can steer an AI coding agent towards sensitive files, configuration changes and data exfiltration.

A practical workplace guide to prevent sensitive data reaching ChatGPT, Microsoft Copilot and GitHub Copilot using policy, DLP and tested controls.

Promptective now supports Amp.
Stories and analysis

A failed hidden-message attempt in a Connecticut court shows what prompt injection protection must cover across enterprise document workflows.

What the 10 December 2026 APP 1 changes mean, which organisations are covered, how to map AI-supported decisions, and where Shadow AI discovery fits.
Practical reference

Compare Promptective, Nightfall, Purview, Netskope, Prompt Security and Prisma AIRS for sensitive data in AI chat and agent workflows.
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A practical guide to LLM security in production: control prompts, retrieval, outputs and tools; minimise sensitive evidence; test and respond.
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A practical framework for securing LLM applications at the boundary between trusted instructions, untrusted content, model output, and real-world actions.
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How attackers bypass LLM safety guardrails, the common techniques they use, and practical ways to defend AI applications.
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Learn how to reduce prompt injection, tool abuse, and MCP risks with practical controls for LLM agents and their connected systems.
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Review 15 illustrative prompt injection attack examples across direct, indirect and agent risks, with source-backed controls for reducing their impact.
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A practical guide to securing your AI applications against prompt injection, jailbreaks, and data exfiltration. Learn defence-in-depth strategies.
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Learn how prompt injection attacks work, see practical examples, and compare controls for protecting LLM applications in this 2026 guide.
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