At first glance, the benchmarks and their construction looked good (i.e. no cheating) and are much faster than working with UMAP in Python. To further test, I asked the agents to implement additional different useful machine learning algorithms such as HDBSCAN as individual projects, with each repo starting with this 8 prompt plan in sequence:
Chad Whitacre Head of Open Source, Sentry
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实施扣押前应当报经公安机关负责人批准；因情况紧急或者物品价值不大，当场实施扣押的，人民警察应当及时向其所属公安机关负责人报告，并补办批准手续。公安机关负责人认为不应当扣押的，应当立即解除。当场实施扣押的，应当全程同步录音录像。