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:
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The common pattern across all of these seems to be filesystem and network ACLs enforced by the OS, not a separate kernel or hardware boundary. A determined attacker who already has code execution on your machine could potentially bypass Seatbelt or Landlock restrictions through privilege escalation. But that is not the threat model. The threat is an AI agent that is mostly helpful but occasionally careless or confused, and you want guardrails that catch the common failure modes - reading credentials it should not see, making network calls it should not make, writing to paths outside the project.
President Donald Trump, a Republican who has expressed regret that the Clintons are being forced to testify, bowed last year to pressure to release case files on Epstein. The Clintons, too, agreed to testify after their offers of sworn statements were rebuffed by the Oversight panel and its chairman, Rep. James Comer, R-Ky., threatened criminal contempt of Congress charges against them.
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第一百一十三条 治安案件调查结束后,公安机关应当根据不同情况,分别作出以下处理:,推荐阅读safew官方下载获取更多信息