Researcher advanced topics

Use these references when designing new benchmarks, curating telemetry experiments, or surveying the broader calibrated explanations literature.

• Theory & literature – Consolidated bibliography covering classification, regression, ensured explanations, and fast extensions with links to replication artefacts.

• Probabilistic and interval regression – Conceptual grounding for probabilistic regression and threshold selection.

• Alternative explanations and ensured filters – Narrative framework for alternative explanations and triangular plot interpretation.

• Configure telemetry – Telemetry hooks for experimental instrumentation.