This story was originally published on HackerNoon at:
https://hackernoon.com/why-traditional-testing-breaks-down-with-ai.
Traditional testing breaks with AI. Learn how red teaming and AI-powered fuzzing uncover hidden weaknesses in large language models.
Check more stories related to tech-stories at:
https://hackernoon.com/c/tech-stories.
You can also check exclusive content about
#ai-testing,
#llm-security,
#red-teaming,
#prompt-injection,
#ai-safety,
#ai-fuzzing,
#ml-engineering,
#good-company, and more.
This story was written by:
@mend. Learn more about this writer by checking
@mend's about page,
and for more stories, please visit
hackernoon.com.
Traditional testing can’t handle AI’s infinite input/output space. Instead of validating correctness, modern QA must simulate real-world attacks using AI-driven red teaming to uncover failures, biases, and vulnerabilities before users do.