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Accuse the agent of potentially cheating its algorithm implementation while pursuing its optimizations, so tell it to optimize for the similarity of outputs against a known good implementation (e.g. for a regression task, minimize the mean absolute error in predictions between the two approaches)

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“We have some really wonderful people who are the old guard that feel like they are the comfortable welders, and they’re all very wise,” he said. “But even in the newest editions, we’re not here because we think that it’s all going to be done within our lifetimes. We like to joke about 2090 and about raising our children to work on the project. We just like to look at the next release, and that tends to be exciting enough to get us going.”

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