Last updated: 2026-06-07 UTC

Transparent downstream scoring demo built on audited and synthetic DBaD trace cases

Advisory demo - you be the judge

Can a system score something as "perfect"... even when it clearly isn't?

Explore how DBaD signals can be interpreted into an advisory score. The score is not truth. You decide what it means.

You don't need to understand this. Just click around.

Not DBaD validation Not proof of truth Interpretation only Profiles = advisory lenses

Start with a scenario, then compare how different advisory profiles read the same visible DBaD trace. This page is running presentation hardening v0.3.2 over DecencyMeter v0.1 baseline and experimental v0.2 score models.

0-0

Advisory Score Range - Not DBaD Validation

Interpretation varies by profile.

Start here - choose a scenario

These are demonstration cases. They are not real-world events.

These are demonstration cases. They are not real-world events.

Quick access

Jump directly to the adjacent critique and context surfaces without hunting through the nav.

Important Boundary Notice

These warnings still lead the interpretation. The layout is friendlier now, but the boundaries did not get softer.

Not DBaD validation

DBaD validates structure, not ethics or truth.

Not proof of truth

This does not prove correctness, truth, or ethical behavior.

Interpretation of signals

This is an interpretation of recorded signals, not a factual verdict.

Profiles are advisory

Profiles are lenses over the same trace, not protocol changes.

Experimental v0.2

Experimental v0.2 is experimental and not DBaD validation.

No proof of goodness

v0.2 does not prove truth, safety, goodness, or correctness.

Framework and Version Alignment

API and framework boundary: DBaD emits the trace and validation context; DecencyMeter interprets that trace downstream; the v0.3.x layer constrains how the score is presented.

DBaD v2.2 runtime framework

DBaD validates trace structure and recorded integrity signals. It does not score ethics, truth, goodness, or real-world outcomes.

DecencyMeter v0.1 baseline score model

The current deterministic advisory score model shown on this page.

DecencyMeter experimental v0.2 score model remains a comparison layer only: A side-by-side comparison model that adds outcome-aware caution signals without changing DBaD validation.

Presentation hardening v0.3.2

This page binds warning hierarchy, profile, version, case context, and portable citation directly to every public score surface.

If you quote this, include this.

Portable Citation Object: Portable citation object: a reusable advisory notice designed to travel with screenshots, quotes, press references, decks, emails, and regulator or journalist excerpts. It is not a legal disclaimer or enforcement tool; it is a presentation-discipline tool that makes omission of context visibly dishonest.

Short Notice

DecencyMeter Advisory Notice: Advisory only. Not DBaD validation. Not proof of ethical behavior, truth, or outcome quality. Profile, version, and context matter.

Current Surface Notice

DecencyMeter Advisory Notice: This synthetic pressure-test output is advisory only. It is not DBaD validation and not proof of ethical behavior, truth, or real-world outcome quality. Profile, version, and case context matter.

Experimental Notice

DecencyMeter Advisory Notice: This synthetic pressure-test output and experimental DecencyMeter output are advisory only. They are not DBaD validation and not proof of ethical behavior, truth, or real-world outcome quality. Profile, version, and case context matter.

Observation Check

System is now in observation phase. Use these lightweight links to flag interpretation reactions without changing scoring, DBaD validation, or stored traces.

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Demo Trace Unavailable

The selected trace case is not available on this instance right now, so the advisory demo cannot compute a score.

This score is NOT DBaD validation. It remains a downstream interpretation layer only, and no bare score is shown when context is unavailable.

Profiles are advisory interpretation lenses over the same DBaD trace. They are not DBaD validation.

Experimental v0.2 is not DBaD validation. It remains a downstream comparison model only.

The stress case is intentionally constructed to exercise scoring differences. It is not presented as real-world evidence.

Continue with the v2.2 demo, DecencyMeter bridge, scoring anomalies, pressure tests, Top issues, or Try to break DBaD.