Phase I
Phase I: Institutional Research
Standalone DSP wheels for desktop labs and HPC clusters. C++/CUDA Wavelet Scattering primitives, no orchestration required. AGPL-3.0 + Commercial.
Scope:Passive audio only.
pip install omni-wst-coreTechnical walkthrough
How OmniPulse works.
Two engines, one registry, one signed token. This page walks through the full pipeline: from the passive scattering fingerprint to the active OmniLock watermark, through verdicts and signed attestations, to the four deployment tiers.
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Honest comparison
SynthID and OmniPulse answer different questions.
SynthID answers a different question. Both matter.
| Dimension | SynthID (Google DeepMind) | OmniPulse |
|---|---|---|
| Who owns the record | The provider | The creator, on a decentralized ledger |
| What it verifies | Whether content was AI-generated | Whether content is yours, and under what license |
| How verification works | Through the provider's service | Deterministic mathematics anyone can run |
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Verdicts
Three outcomes. One unambiguous number.
Every comparison returns one of three verdicts. The thresholds below are provisional: they will be recalibrated on real-world data before the platform exits private beta.
Exact
The fingerprints match within the exact-match threshold. The query file is a bit-identical or perceptually identical copy of the registered original.
Perceptual
The Sliced-Wasserstein distance falls between the exact and perceptual thresholds. The content is likely a derivative, pitch-shifted copy, or re-encode.
Miss
The distance exceeds the perceptual threshold. No match found in the catalogue for this query.
Threshold note: Exact and Perceptual thresholds are set conservatively and have not been calibrated against a production corpus. Treat all Perceptual verdicts as candidates for human review until calibration data is published.
Signed attestations
Ed25519. Three public fields. No account required.
Every match verdict is accompanied by a signed attestation. The signature is verifiable by anyone who holds the three public fields below, with no call back to OmniPulse and no account. The signing key is the organization's own key, not ours.
asset_idThe SHA3-256 hash of the fingerprint vector at registration time.
owner_keyThe Ed25519 public key of the registering organization.
timestampUnix timestamp of registration, included in the signed payload.
Modular commercialisation
Four tiers, one fingerprint plane
Phase II
Phase II: High-Velocity Concurrent Processing
The vector substrate. omni-hnsw + sliced-wasserstein Rust crates for fast nearest-neighbour over large-scale fingerprint catalogues. AGPL-3.0 + Commercial.
Scope:Passive across all modalities, small catalogue.
cargo add vector-index sliced-wassersteinPhase III
Phase III: Autonomous Agentic Control
Drop-in MCP server. omnipulse-agent parses operator requests and routes them to the Rust orchestrator over line-delimited JSON-RPC 2.0. AGPL-3.0 + Commercial.
Scope:Active embed for images and video, full catalogue.
pip install omnipulse-agentPhase ENTERPRISE
Enterprise SaaS Pipeline
Cloud-native multi-tenant deployment. Kubernetes control plane, GPU autoscaling driven by Prometheus queue depth, ed25519-signed license tokens, IPFS pinning.
Scope:Dedicated instance, versioned verification procedures.