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The future of AI depends not just on building larger models, but on creating rigorous evaluations, real-world benchmarks, and transparent performance metrics. Teams investing in structured AI testing and continuous validation will define the next generation of intelligent systems. It’s inspiring to see companies prioritizing measurable progress through data-driven evals and open leaderboards.