Understanding Testing vs. Evaluation in AI Systems

This story was originally published on HackerNoon at: https://hackernoon.com/understanding-testing-vs-evaluation-in-ai-systems. The distinction between testing and evaluation in AI systems Check more stories related to cybersecurity at: https://hackernoon.com/c/cybersecurity. You can also check exclusive content about #ai-security, #ai-agent, #ai-systems, #ai-red-teaming, #artificial-intelligence, #testing-ai-systems, #security-testing, #best-testing-practices, and more. This story was written by: @lab42ai. Learn more about this writer by checking @lab42ai's about page, and for more stories, please visit hackernoon.com. AI systems introduce complexity: behaviors emerge from training rather than explicit programming. Many companies and organizations building AI systems, especially AI agents, run into problems. They focus heavily on evaluations while neglecting systematic testing.