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Kubevirt SEV-SNP Code Lab

This is a small code lab to run SEV-SNP Confidential VMs on a local single-node k8s cluster. This code lab assumes you have a SEV-SNP machine and a recent Linux distro with kernel 6.11+ (e.g. CentOS Stream 10, Debian Trixie, or Ubuntu 24.04.2).

Step 0: Preparation

Install Docker - https://docs.docker.com/engine/install/
Install Kind - https://kind.sigs.k8s.io/ (or apt install kind);
Install kubectl - https://kubernetes.io/docs/tasks/tools/install-kubectl-linux

The Rising Tide of Enterprise AI and the Imperative for Provable Privacy in LLM Inference Systems

Executive Summary

As enterprises rapidly adopt Large Language Models (LLMs) to transform their operations, they face a critical dilemma: unleashing AI's full potential requires processing sensitive data, yet current cloud-based solutions lack verifiable privacy guarantees. This document presents the case for provable privacy—a paradigm shift from trust-based to technically demonstrable data protection—as the essential bridge between AI innovation and enterprise security requirements.

1. The Enterprise AI Revolution

Artificial Intelligence, particularly Large Language Models, has evolved from experimental technology to strategic imperative. Organizations across sectors are embedding LLMs into their core operations—from code generation and data analysis to customer service and decision support. This transformation is backed by substantial investment, with most enterprises planning significant increases

	pragma solidity 0.6.0;
	contract time_capsule {
	string public letter =
	"Dear Riley, "
	" "
	"As you may or may not remember, we're writing this to you from the past. As of "
	"today, you are just one month old and your whole bright future is ahead of you. "
	"We're building this time capsule as a way to remind you of who you were when you "
	"turned 18 and to give you a smile in 2038 on your birthday. "
	" "

	FROM azul/zulu-openjdk:17 AS builder

	RUN apt-get update \
	&& apt-get install -y --no-install-recommends git libprotobuf-dev \
	&& git clone -b development --depth 1 https://github.com/Grasscutters/Grasscutter /work

	WORKDIR /work

	RUN export GRADLE_OPTS="-Dfile.encoding=utf-8" \
	&& git submodule update --init \

	---
	apiVersion: kubevirt.io/v1
	kind: KubeVirt
	metadata:
	name: kubevirt
	namespace: kubevirt
	spec:
	certificateRotateStrategy: {}
	configuration:
	developerConfiguration: