Evidence‑Gated Agency: building an agent that can’t be optimistic

说明与用途

一个自动化代理，验证政府资助申请并与市政项目数据匹配，防止错误并提高资金获取效率。

问题

Municipalities in Colombia lose public funding because staff cannot monitor procurement portals and match funding calls to their project data in a timely way.

结果

The agent reliably identifies eligible funding calls, prevents hallucinated or incorrect filings, and provides transparent, actionable reports to municipal staff, improving funding capture and maintaining credibility.

工作流

• 1. Agent schedules periodic checks of official procurement portals.
• 2. For each new funding call, agent extracts requirement text and matches it against municipality’s structured project data.
• 3. Agent requests verbatim quotes from the source document for any numeric or date information.
• 4. Code verifies quotes literally exist in the source and parses numbers only from verified text.
• 5. Four gates are applied: requirement evaluable, quote verified, attribute has real value, and a subtractive adversary model pass that can only refute.
• 6. If all gates pass, agent marks requirement as met; otherwise it records an honest zero with missing pieces and owners.
• 7. Agent drafts filing and messages planning secretary overnight for human review.
• 8. Human reviews, decides, and files the application.

证据

The model reads a source document and returns a verbatim quote — the exact span of text that declares the amount.

来源

Four gates before any "requirement met"

来源

The honest zero is a first‑class output

来源