Frontier AI Evaluation Planner.

Required input fields.

• Capability benchmark plan (required): Missing, Partial, Complete and reviewed
• Robustness tests (required): Missing, Partial, Complete and reviewed
• Misuse/safety tests (required): Missing, Partial, Complete and reviewed
• Tool-use/agent tests (required): Missing, Partial, Complete and reviewed
• Monitoring plan (required): Missing, Partial, Complete and reviewed
• Baselines and ablations (required): Missing, Partial, Complete and reviewed

Data handling: this interface uses the L2ET protected same-origin instrument engine. Do not enter confidential, regulated, privileged, incident, medical or sensitive operational data.

Validation Protocol logic.

Maps evaluation dimensions and flags missing safety, misuse, robustness and baseline evidence.

Source families

Assumptions

• Evaluation must match actual deployment context.
• Benchmarks can be gamed or stale.
• Human review and domain expertise are required.

Frontier AI evaluation plan.

The generated artifact includes findings, assumptions, limitations, recommended next actions and exportable structured output.

Export options

Example input and output.

Example input

Partial capability and agent tests, missing misuse tests and baselines.

Example output

Outputs evaluation plan with required safety tests, baselines and monitoring.