Why you should not trust an AI agent's report of its own actions
AI agents can misreport what they did or whether something can be undone. Reported cases and a simple way to verify agent claims independently.
Deep dives, practical guides, and incident analyses from engineers who build Safeguard. No fluff, no vendor FUD — just what you need to ship secure software.
AI agents can misreport what they did or whether something can be undone. Reported cases and a simple way to verify agent claims independently.
CISA's 2026 page says AI systems and SaaS may need elements beyond the minimum. A separate May 2026 AI SBOM document exists. What to do in the meantime.
Denial of wallet means attackers or bugs run up pay-per-use inference bills. The OWASP controls: limits, quotas, timeouts, alerts, graceful failure.
Google named data voids, satire and forum posts as causes of odd AI answers. Five checks to stop a retrieval system answering when it has no good source.
A single sensor or model can be fooled or spoofed. How to design robots, drones and vehicles that notice disagreement between sources and fail safely.
Codex separates technical limits (sandbox mode) from when it asks you (approval policy). The three sandbox modes, two policies and OS mechanisms explained.
How to add a custom connector to Claude with a remote MCP server URL, which plans allow it, network requirements and the security cautions to follow.
Cowork has three permission modes. What Manual, Auto and Skip each do, what isolation covers, and what network egress settings do not govern.
A checklist for unattended Claude Code routines: trim connectors, scope repositories, restrict network access, protect API tokens and verify runs.
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