Responsible Agentic Workflows and Evaluation Resources
Viewer • Updated • 130 • 15Note Wholly synthetic set of 130 operational safety scenarios across 13 categories. Useful for structured review and regression testing; it is not a safety certification.
nwhite-systems/nwhite-ai-operations-intent-dataset
Viewer • Updated • 192 • 21 • 1Note Balanced synthetic set of 192 operational requests with deterministic 128/32/32 splits. Useful for transparent baselines, not representative production traffic.
nwhite-systems/nwhite-ai-operations-intent-classifier
Text Classification • Updated • 10Note Genuine CPU-friendly TF-IDF and logistic-regression baseline with reloadable artefacts. Perfect synthetic scores do not establish real-world accuracy or fairness.
N.White Practical AI Operations Lab
⚙Responsible AI workflow patterns for real operations.
Note Free Static Space connecting synthetic use cases, safety scenarios and browser-local classification. Educational only; no paid endpoint or high-stakes decision use.
ibm-granite/granite-guardian-hap-38m
Text Classification • 38.5M • Updated • 673 • 48Note Compact 38M English HAP classifier illustrating a narrowly scoped guard component. It does not cover privacy, permissions, factuality or broader agent safety.
ibm-granite/granite-docling-258M
Image-Text-to-Text • 0.3B • Updated • 490k • 1.24kNote Compact document-conversion model with evaluation and responsible-use notes. Generated structure or text should retain source provenance and human review.