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Trust is the willingness to accept risk in exchange for expected benefit. When you trust a person, a machine, or an organization, you’re making a calculation often unconsciously about whether the reward of cooperation outweighs the risk of betrayal. Vijil evaluates LLM trustworthiness accross 3 critical dimensions. For each dimension, it assesses vulnerability to several attack vectors. Each attack vector is treated as one evaluation module. Each module contains one or more tests:

Reliability

Learn more about Reliability

Safety

Learn more about Safety

Security

Learn more about Security

Next Steps

Reliability

Deep dive into correctness, consistency, and robustness

Security

Deep dive into confidentiality, integrity, and availability

Safety

Deep dive into containment, compliance, and transparency

Run an Evaluation

Get a Trust Score for your agent
Last modified on April 14, 2026