Ai Transparency Python Packages

pitloom

SBOM generation for Python & AI projects. Native Hatchling build-hook. Extract metadata from GGUF, ONNX, and PyTorch models. Build SBOM directly from Hugging Face URL.

crovia-tacet

TACET — verifiable silence for AI training-data disclosure. Hourly epochs opened by drand, closed by Bitcoin; a public predicate over model cards; offline-verifiable proofs of absence as crovia.seal.v1. Spec, reference, conformance vectors, live operator.

claimbound-evidence

Evidence cards for narrow public AI, ML and data claims: frozen protocol, hashed sources, honest result status.

crovia-seal

Crovia Seal — tamper-evident, offline-verifiable receipts for AI outputs (crovia.seal.v1). IETF Internet-Draft draft-crovia-seal. Reference implementation, conformance vectors, in-browser verifier, signing service. Wraps every TACET proof.

thumbor-ai-label

Visible AI labelling for Thumbor. Reads IPTC/XMP provenance from the original image and marks every derivative - EU AI Act Article 50(4).

klm-conformance

Open draft standard for attestable knowledge in LLM systems — with a mechanical conformance validator

c2patxt

Embed, extract and verify C2PA Content Credentials in plain Unicode text.

icoft

From Single Image to Full-Platform App Icons

crovia

Crovia substrate — the 2026 archive: autonomous collectors, Ed25519-signed observation envelopes, batch Merkle seals, OpenTimestamps anchors, Phase-0 truth post-processors. Superseded for live observation by TACET (croviatrust/countersign).

waveframe-stamp

Schema-agnostic artifact and metadata validator producing deterministic diagnostics for governed workflows.