---
title: "Discussion on \"Evidence Beats Claims: Why AI Agents Need Runtime Proof\" | Hashnode"
description: "Discussion on \"Evidence Beats Claims: Why AI Agents Need Runtime Proof\". Why AI agent claims are not enough for production systems, and how runtime evidence makes actions auditable and trustworthy."
url: "https://hashnode.com/posts/evidence-beats-claims-why-ai-agents-need-runtime-proof/6a150c647d85e6a1af2c9be6"
---

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# [Evidence Beats Claims: Why AI Agents Need Runtime Proof](https://openmas.hashnode.dev/evidence-beats-claims-why-ai-agents-need-runtime-proof?utm_source=hashnode&utm_medium=feed)

Why AI agent claims are not enough for production systems, and how runtime evidence makes actions auditable and trustworthy.

May 26 · 6 min read · openmas.hashnode.dev  
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## Written by

[Glendel Joubert Fyne Acosta](https://hashnode.com/@glendel)

@glendel · Ibagué, Tolima, Colombia

  
[View profile](https://hashnode.com/@glendel)

Staff Software Engineer

Studying and building Organizational AI Systems. Open-source framework for governed Multi-Agent Systems operating inside real organizations.

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