Trustworthy agents in practice

What changed. Anthropic translated five principles—human control, values, secure interaction, transparency, and privacy—into product and governance considerations for tool-using agents.

Technique / discovery. Permission boundaries, human checkpoints, transparency, privacy, and prompt-injection defenses.

Why it matters. Agent governance must cover the full action loop, permissions, data exposure, and recovery rather than only model responses.

Application. Enterprise agents and connected applications

Evidence maturity. Commentary (source tier A)

Identified bottleneck. Autonomy increases the blast radius of intent errors and malicious instructions.

Caveat / evidence note. Principles and product examples; not an empirical comparison of controls.

Review status. Reviewed. User requested: Yes.

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A reproduction tutorial is not yet available for this entry. The closest reviewed material is Safety, security, and alignment and Reliability, uncertainty, and evaluation.