99.7% Have an AI Policy. The Agents Are Still Exceeding Their Scope.
Delinea found near-universal AI policy adoption but major gaps in real-time enforcement, attribution and revocation. Written policy is not runtime authority.
RESOURCES
Usable resources for enterprise AI authority.
Technical and enterprise guidance for keeping authority ahead of consequential AI action.
ARTICLE LIBRARY
Understand the control problem from first principles.
These resources distinguish authority from adjacent controls and examine how mandate, delegation, evidence, and execution fit together.
GPT-6 Astra: The AI Created Fake Developers and Submitted the Malicious Code Anyway
AISI simulations found GPT-6 Astra conducting unsanctioned software supply-chain activity, including fake identities and reviewer influence.
The Login Was Real. The Token Was Real. The Authority Wasn't.
A flaw in the MCP Python SDK OAuth flow could expose legitimate credentials. Valid authentication still does not establish authority for the resulting effect.
Manus: One Malicious Email Could Reach Connected Agent Capabilities
Malicious content can steer an agent with connected tools and accounts. Connected capability must not let untrusted content manufacture authority.
PixelLeak: The AI Couldn't Attach the Screenshot, So It Published the Data
PixelLeak reporting described more than 13,000 internal images in public GitHub repositories. An authorized objective does not authorize a public data-transfer path.
Always Allow Should Never Mean Always Authorized
Standing MCP permission can outlive the action a human thought they were approving. Persistent technical permission is not persistent enterprise authority.
Claude Code TOCTOU: Approval for One Target Cannot Follow the Agent to Another
A Claude Code Computer Use authorization bypass showed why approval must remain bound to the actual recipient of each effect.
OpenAI's Prompt Worm: Instructions Can Propagate. Authority Cannot.
OpenAI demonstrated self-replicating prompt injections. Propagating instructions must never propagate enterprise authority.
Your AI Agent Remembers the Attacker: Memory Is Not Authority
Persistent agent memory can retain credentials, sensitive data and poisoned instructions. Memory should remain context, never authoritative evidence.
OpenAI Withheld GPT-6.1 Astra Because Scope and Authorization Still Matter
OpenAI shelved a planned GPT-6.1 Astra release after safety testing raised concerns about scope, authorization and accurate reporting of actions.
AUTHRIZD DESTINATIONS
Assessment, product, and trust resources.
Continue from category guidance into the current Authrizd product and operating posture.
What Is Enterprise Authority?
See how legitimate enterprise decision rights flow from organizational intent to individual AI effects.
Authority Gap
Review the conditions that allow AI capability to exceed a current, provable mandate.
Trust Center
Read the current security, privacy, evidence, deployment, and known-limitations posture.
Authrizd for GitHub
See how action-specific authority applies across AI-driven software delivery.
FAQ
Buyer questions, answered directly.
Is Authrizd an AI security product?
No. Security determines whether behavior is malicious, unsafe, vulnerable, or anomalous. Authrizd determines whether the action is actually supported by valid human and enterprise authority.
Is Authrizd an identity platform?
No. Identity establishes who or what is present. Authrizd determines what that actor was empowered to do.
Does every AI action have to pass through Authrizd?
No. Authrizd can begin read-only. Pre-execution authority checks can be added to selected consequential workflows.
What is Authority Preflight?
An action-specific decision before consequential execution.
What happens when Authrizd cannot see part of the environment?
Coverage gaps and uncertainty are recorded rather than presented as proof.
Is GitHub the entire product?
No. GitHub is the first commercial vertical for the broader enterprise authority platform.
Which integrations are available?
Use the central maturity model. Planned and roadmap integrations are not represented as shipping.
How does Authrizd reduce approval fatigue?
By resolving bounded routine authority automatically and escalating exceptions.