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Draft evaluation

Pydantic AI Predictive Motor Maintenance Agent with Vast.ai Model Runtime — evaluation

Evaluates remaining useful life (RUL) estimation accuracy and structural validity of motor telemetry analysis.

Evaluation type
task based
Challenge
Pydantic AI Predictive Motor Maintenance Agent with Vast.ai Model Runtime
Difficulty
Intermediate
Rigor
Not declared

The author has not specified a rigor level.

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Evaluation overview

How the linked challenge is judged: tasks, benchmarks, and criteria count.

Tasks
1
Benchmarks
0
Criteria
0

Task templates

Inputs and expected outputs.

Task 1

motor_health_analysis

Evaluates Pydantic AI structured response for motor vibration spectra.

Input format

JSON object with motor_id, peak_acceleration_g, and peak_frequency_hz

Output format

JSON object with health_status, estimated_rul_hours, and bearing_fault_detected