Methodology Notes
Interpretability and Human-Readable Outputs
Methodology only, results not yet published.No accuracy number appears here until it is measured on a labelled set with sample size, baseline and limitations.
A methodology note on how technical analysis becomes public language without collapsing the underlying nuance.
Release record
MN-13 · Public explainability
March 2026
8 min
Reference notes
Core Thesis
Institutional trust strengthens when interpretability is treated as a product layer in its own right. metrics are translated into labels, corridors, and explanations that can survive public reading and editorial reuse. and the translation layer never claims that simplified outputs replace the full signal. it exists to open the system, not to oversimplify it..
Method in focus
Interpretability is treated as a product layer in its own right. Metrics are translated into labels, corridors, and explanations that can survive public reading and editorial reuse.
Guardrail
The translation layer never claims that simplified outputs replace the full signal. It exists to open the system, not to oversimplify it.
Why it matters
This matters because research pages must be inspectable by more than specialists.
Evidence Chain
Related pages and tools.
Use the links below to inspect the benchmark, observatory or tool pages that extend the same claim into practice.