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Learn how to simulate and evaluate AI agent performance under varying compute budgets to better assess true capabilities, inspired by findings from the UK's AI Security Institute.
Learn to build a time-based benchmarking tool to evaluate whether AI search agents actually research the web or just confirm pre-trained knowledge.
Learn to build an AI model evaluation framework that can compare different AI systems using standardized benchmarks, similar to how Anthropic tests Claude Mythos.