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Research#Security🔬 ResearchAnalyzed: Jan 10, 2026 10:12

CAPIO: Securing Kernel-Bypass for Commodity Devices via Capabilities

Published:Dec 18, 2025 01:54
1 min read
ArXiv

Analysis

The CAPIO paper proposes a novel approach to safely bypass the kernel for commodity devices, leveraging capabilities-based security. This research potentially enhances performance and reduces overhead associated with traditional kernel-level device access.
Reference

The paper focuses on safely bypassing the kernel for commodity devices.

Research#llm👥 CommunityAnalyzed: Jan 4, 2026 07:38

Sandboxing AI agents at the kernel level

Published:Sep 29, 2025 16:40
1 min read
Hacker News

Analysis

The article likely discusses a security-focused approach to running AI agents. Sandboxing at the kernel level suggests a high degree of isolation and control, aiming to prevent malicious or unintended behavior from AI agents. This is a crucial area of research given the increasing capabilities and potential risks associated with AI.
Reference