# [MED] From Discovery to Defense: Why AI Red Teaming Is the Next Step After AI-SPM

**Source:** Snyk
**Published:** 2026-03-25
**Article:** https://snyk.io/blog/defense-ai-red-teaming/

## Threat Profile

Snyk Blog In this article
Written by Nuno Loureiro 
March 20, 2026
0 mins read My colleague Manoj Nair recently wrote about the growing gap between what AI builds and what security teams actually test . He made the case that the speed of AI-driven development has fundamentally outpaced validation, and that the response can't be to slow down, but to change what testing means. I agree with every word.
What I want to do here is go one level deeper. I've spent the better part of a decade building Dy…

## Indicators of Compromise (high-fidelity only)

- _No high-fidelity IOCs in the RSS summary._ If the source publishes a technical write-up with defanged IOCs in the body, those would be picked up automatically on the next pipeline run.

## MITRE ATT&CK Techniques

- _Narrative-keyword inference returned no technique mappings; review article for ATT&CK relevance manually._

## Kill chain phases observed

_(none detected from narrative keywords)_

## Recommended hunts

_No actionable hunts can be derived from the RSS summary alone. The article may still warrant manual review — open the source link for actor attribution, IOCs in the body, and TTP detail._


## Why this matters

Severity classified as **MED** based on: 0 use case(s) fired, 0 technique(s) inferred. Read the full article for actor attribution, tooling details, and any defanged IOCs in the body that aren't visible in the RSS summary.