Manzia AITrusted Agents

Manzia AI — Trusted Agents

Research, design, and deployment patterns for trusted agents.

Manzia AI's Information Portal — research, design, and deployment patterns for Trusted Agents, plus the Agent Trust Framework.

DesignThe Year We Taught a Machine to TutorA team built an ambitious AI tutor, watched it slowly degrade under its own safeguards, paused the pilot, and rebuilt it twice — the stubbornly simple rebuild won, decisively.Read the article →FrameworkThe Agent Trust Framework — an overviewA horizontal architecture for buyers, users, builders, vendors, and regulators of AI agents. Three layered frameworks — ATLAS, SAFE-A, TRACE — each descended from a different lineage of trust primitives.Open the framework →

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