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The agent’s first wave of experiments showed the problem. Working from code context alone, it went straight for SIMD micro-optimizations in the quantized dot products that sit in GGML’s matrix multiplication hot path. It tried:

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Attackers are faster. Defenders are patching once a year. The CrowdStrike 2026 Global Threat Report documents a 29-minute average eCrime breakout time, 65% faster than 2024, with an 89% year-over-year surge in AI-augmented attacks. CrowdStrike CTO Elia Zaitsev put the operational reality plainly in an exclusive interview with VentureBeat. “Adversaries leveraging agentic AI can perform those attacks at such a great speed that a traditional human process of look at alert, triage, investigate for 15 to 20 minutes, take an action an hour, a day, a week later, it’s insufficient,” Zaitsev said. A $20,000 Mythos discovery campaign that runs in hours replaces months of nation-state research effort.

Jodi Forlizzi, Carnegie Mellon University

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规范从另一方向入手:从LGYRO开始,询问是否有任何路径未能清除它。

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