Publications
Research contributions advancing AI safety, security, and community-centered technology development.
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AI SAFETYAI SECURITYAUTONOMOUS AGENTS2026
The Capability-Container Pattern: Infrastructure-Level Security for Autonomous AI Agents
Ricardo Ledan
Addresses security vulnerabilities at the agent-tool boundary where autonomous AI agents invoke external tools via protocols like MCP. Proposes an infrastructure-level approach where agents never directly access tools—all tool invocations flow through a mediation gateway into isolated containers with minimal provisioned capabilities.