The $40 That Poisoned My AI Agent Grounding Gate

说明与用途

在 AI 代理的输入中出现未验证的 $40 数字触发了 grounding gate，导致博客发布被中止。已实施输入清理和模式强制，以防止再次发生。

问题

An unsourced number ($40) in a topic brief caused the grounding gate of an AI content generation pipeline to fail, resulting in a missed blog post.

结果

The grounding gate successfully prevented publication of an unverified blog post, highlighting the importance of input sanitization. Subsequent tooling updates reduced the risk of similar incidents.

工作流

• 1. Cron triggers cto-aipa agent at 14:30 Panama time.
• 2. Agent receives topic brief (including $40).
• 3. Grounding gate checks prompt and evidence for sourced numbers.
• 4. Gate detects unsourced $40 and fails closed.
• 5. Agent stops and logs failure.
• 6. Incident review identifies stale input.
• 7. Implement automated scrubbing of numeric literals.
• 8. Enforce schema requiring source for numbers.
• 9. Update documentation and SOPs.
• 10. Monitor for future grounding gate failures.

证据

Grounding gate, unsourced number(s): 40.

来源

The gate’s output is designed to be concise, identifying the specific ungrounded element.

来源