I reached out to Asus to find out why it went with an integrated GPU (iGPU) instead. Their rep told me that its chipset "is a clear step up from the RTX 40 series GPUs found in the last-gen ProArt PX13, and its performance is competitive with the RTX 5060." Additionally, they said, the iGPU isn't limited to 8GB of VRAM like an RTX 5050 or 5060 GPU. (VRAM, or video RAM, is a graphics card's personal stash of memory. The more VRAM, the better.) Instead, it shares that monstrous 128GB RAM stash with the CPU. The system allocates it automatically depending on the task, but you can manually funnel up to 96GB of memory to the iGPU via the MyAsus app.
It is also worth remembering that compute isolation is only half the problem. You can put code inside a gVisor sandbox or a Firecracker microVM with a hardware boundary, and none of it matters if the sandbox has unrestricted network egress for your “agentic workload”. An attacker who cannot escape the kernel can still exfiltrate every secret it can read over an outbound HTTP connection. Network policy where it is a stripped network namespace with no external route, a proxy-based domain allowlist, or explicit capability grants for specific destinations is the other half of the isolation story that is easy to overlook. The apply case here can range from disabling full network access to using a proxy for redaction, credential injection or simply just allow listing a specific set of DNS records.
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Pete Hegseth confirmed that the US was behind the deadly strike on an Iranian frigate that killed more than 80 people, as it was sailing close to the Sri Lankan coast.
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“认真履职，就是要心里揣问题，手中有办法。”张世影说道。在他看来，一步一个脚印，稳扎稳打向前走才能解决真问题，踏踏实实干才能出实绩。