Training Data Representative

error

training_data_representative

investment-services safety pure_temporal ai-governancemifid-iiesmarisk-managementrag-red

Data used as input for AI systems is relevant, sufficient and representative, and algorithms are trained and validated on accurate, comprehensive and sufficiently broad datasets.

Formula

G(Deploy → data_representative)

Why it matters

ESMA ¶12: firms should ensure the data used as input is relevant, sufficient and representative, and that algorithms are trained and validated on accurate and comprehensive datasets.

Examples

passes see rationale

fails the required control/record is absent

Use it

ponens policies add training_data_representative --into ./trace.json
ponens trace check ./trace.json