Crovia/dsse-1m-proof

DSSE 1M — Verifiable Trust Drift Proof

This repository is the primary public evidence of the Crovia project.

It demonstrates that a measurable trust drift signal can be observed:

• between two temporal states of a dataset
• with no declared dataset change
• using a reproducible, auditable pipeline
• on commodity hardware
• at the scale of 1 million records

No interpretation is provided.
No attribution is claimed.
This repository contains evidence only.

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What this is

This dataset is a cryptographically anchored evidence package produced by Crovia.

It shows that:

• trust-related structural properties of a dataset
• can drift over time
• even when no official change is declared
• and that such drift can be measured, reproduced, and verified

The output is a signal — not a conclusion.

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What this is NOT

• ❌ Not a benchmark
• ❌ Not a model evaluation
• ❌ Not a claim against any dataset or organization
• ❌ Not a legal or ethical judgment

Crovia does not interpret the signal.
Crovia only makes it verifiable.

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Contents (root)

• START_HERE.md
  → minimal orientation for verification

• EVIDENCE.ndjson
  → full machine-readable evidence trace

• HASHES.txt
  → cryptographic anchors

• SNAPSHOT_LATEST.json
  → latest observed state (with evidence attached)

• synth_1M_drift.ndjson
  → aggregated drift signal (1M scale)

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Reproducibility

All artifacts in this repository are:

• deterministic
• hash-linked
• reproducible from inputs
• inspectable without proprietary tooling

If the signal is wrong, it can be disproven.
That is the point.

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Position in the Crovia ecosystem

This repository is the reference proof.

Other Crovia datasets (LAION examples, CEP capsules, conceptual datasets) exist to illustrate, explore, or contextualize the system —
not to replace this evidence.

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One rule

If a system affects trust,
there must be evidence.
And that evidence must be auditable.