---
id: 168
title: "Sloptimism is breaking any system built on human validation"
source_domain: bugcrowd.com
source_url: "https://www.bugcrowd.com/blog/sloptimism-is-breaking-any-system-built-on-human-validation/"
published_at: "2026-04-23 12:00"
tags: ["ai-security", "bug-bounty", "vulnerability-management", "open-source", "llm", "triage", "ai-slop", "sloptimism", "academia", "spam-control"]
phying_url: "https://phying.com/item/168"
lang: en
---

# Sloptimism is breaking any system built on human validation

## Summary

A 334% triage-queue spike traced to sloptimism — AI reports trusted over evidence. The same failure mode strains open source and academia, where faking is cheap but verifying is not.

## Intelligence Metadata

- **Sources:** bugcrowd.com
- **Published:** 2026-04-23 12:00
- **Original:** https://www.bugcrowd.com/blog/sloptimism-is-breaking-any-system-built-on-human-validation/
- **Phying News:** https://phying.com/item/168