# @the.datascience.gal on Instagram

- **Type:** Video
- **Original URL:** https://www.instagram.com/p/DcS12muxuir
- **Gondola URL:** https://gondola.cc/posts/69580287-thedatasciencegal-instagram
- **Thumbnail:** https://img.gondola.cc/tr:w-,h-,fo-auto/postThumbnails/b7a027e4c9.jpg
- **Posted:** 2026-08-21T06:30:26.000+00:00
- **Account Owner:** Aishwarya Srinivasan | Data & AI | LinkedIn Top Voice (@the.datascience.gal) — https://gondola.cc/the.datascience.gal

## Caption

The Scariest AI Agent Failure Yet

An AI agent didn’t get hacked.

It was just trying to finish its task. 🤯

It hit a permission issue, searched through unrelated files, found an API token with excessive access, and used it.

Nine seconds later, the production database was gone.

And the scary part? The backup was gone too.

This is why simply putting a human in the loop isn’t enough. If humans approve agent actions all day, approvals eventually become automatic.

The real security has to exist before the agent takes action.

🔒 Give agents only the permissions they need
🧩 Keep access limited to the specific task
🚧 Put hard boundaries around sensitive systems
📜 Log every action and whose credentials were used
🔑 Never leave powerful credentials lying around

Because telling an AI agent, “Don’t delete the production database,” is not a security boundary.

If the agent has the credentials and permissions, it may still be able to do it.

Companies rushing to deploy AI agents need to understand this:

AI security is not optional.

💬 Comment “AI” and I’ll send you my free masterclass on Agentic AI and AI security.

#AI #AIAgents #AgenticAI #AISecurity #CyberSecurity

## Stats

- **Views:** 24,897
- **Likes:** 289
- **Shares:** 0
- **Comments:** 225

## Tags

aisecurity, cybersecurity, agenticai, aiagents, ai

---
Copyright (c) Gondola