Tag: ai-governance

All the articles with the tag "ai-governance".

• A Prompt Is Not a Permission: Containment for Production Agents

  Published:Oct 23, 2026 |  at 04:35 AM

  In a 2026 red-teaming competition every one of 13 frontier models fell to indirect prompt injection at least once, and persistence turns low per-attempt risk into near-certainty. Prompt-level guardrails are detectors, not controls: this article maps which containment layer — identity-scoped tool access, kernel sandboxing, inference-boundary guardrails, network-layer protection — stops which failure mode.

• Seven in Ten Enterprises Cannot Tell Which Agent Broke Production

  Published:Oct 21, 2026 |  at 03:50 AM

  Kore.ai's Agent Productivity Index 2026 found 70% of enterprises could not name the agent responsible for a multi-agent failure, even though most detect that something broke. Attribution is an identity problem: it needs an action record, a dependency graph and a named owner, not another dashboard.

• Raising the Autonomy Ceiling: When Can an Agent Ship Without a Human?

  Published:Oct 19, 2026 |  at 03:05 AM

  Only 5% of enterprises fully trust automated evaluation, yet two-thirds already permit or are building toward agents that act without a human. Autonomy belongs to an action class, not an agent, and the ceiling needs a promotion file with a signature and a demotion trigger.