April 30, 2024, 10:02 p.m. | Justin Trugman

Towards AI - Medium pub.towardsai.net

We all appreciate the wonders of artificial intelligence, and AI agents as well as Multi-Agent Systems promise even greater capabilities, right? But how can we be sure of their effectiveness? Benchmarking plays a critical role in this context — it’s essential for establishing measurable standards and criteria to reliably evaluate these technologies.

However, not all benchmarks are created equal. Many can be limited in scope, overly simplistic, or fail to capture the nuances of real-world AI applications. This is where …

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