View source for HELIX-SRI PIPELINE (Public Reference Edition v1.0)

HELIX-SRI PIPELINE (Public Reference Edition v1.0)

Status: Active | Last verified 2025-10-19 | Schema: helix-ttd-proof-v1
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# PURPOSE

The Helix Societal Resonance Index (SRI) quantifies the collective human response to social, cultural, and policy events.

It transforms discrete resonance events into a normalized time-series signal representing societal engagement, coherence, and volatility.

This allows governance systems to detect early shifts in societal sentiment and to calibrate interventions accordingly.
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# OVERVIEW

The SRI pipeline is a deterministic, signed telemetry process that:

* Ingests event data (structured as JSONL records)
* Computes engagement metrics using exponential moving averages and z-score smoothing
* Produces human-readable CSV outputs
* Signs and verifies all results cryptographically using Ed25519 keys
* Emits a verifiable proof capsule per run

All outputs are designed to be reproducible and auditable by any independent verifier.
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# SYSTEM STRUCTURE

Typical layout (abstracted):

Primary components:

* sri-analyser.py — computes index metrics
* sri-run.sh — orchestrates analysis, signing, and verification
* Proof capsule — JSON bundle containing hashes, signatures, and metadata

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# OPERATIONAL FLOW
# The analyser ingests <code>events.jsonl</code> (resonance event stream).
# It calculates daily and macro-scale SRI values.
# A SHA-256 digest of all outputs is generated.
# The digest is signed using a Tier-0 custody key (Ed25519).
# The signature is immediately verified (“custody-before-trust”).
# The run produces verifiable, plain-text artifacts.

Each step is deterministic and can be reproduced independently.
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# OUTPUTS

{| class="wikitable"
!Artifact
!Description
!Verifiability
|-
|sri_nodes.csv
|Node-level resonance counts
|SHA-256 included
|-
|sri_edges_daily.csv
|Event co-occurrence edges
|SHA-256 included
|-
|sri_daily.csv
|Normalized daily index
|SHA-256 included
|-
|sri_macro.csv
|Rolling aggregate metrics
|SHA-256 included
|-
|sri_proof.json
|Unified proof capsule
|Signed and verifiable
|}
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# GOVERNANCE ALIGNMENT

Helix-TTD Pillars Supported:

* Trust-by-Design — all results cryptographically verifiable
* Human-First — human-readable CSV/JSON format
* Verifiable Memory — permanent proof capsules per run
* Open Interfaces — standard open data schemas
* Responsible Power — deterministic automation, human review
* Reliability over Hype — statistical transparency, no opaque ML
* Craft & Care — documented, reproducible, reversible operations

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# AUTOMATION

Runs are typically automated on a regular interval (e.g., every 15 minutes).

Each run is independent, signed, and produces a discrete proof capsule.

Scheduling is handled by the host system; exact timers and paths are environment-specific.
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# INTEGRATION WITH HELIX-TTD

The SRI feeds into Helix-TTD’s decision and analysis layers.

It acts as a “societal mirror,” providing measurable context for policy simulations and governance dashboards.

Bridge logic transforms verified SRI outputs into MRI/QSR-compatible format while preserving provenance and determinism.
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# VERIFICATION

Any verifier can confirm authenticity by re-running the signature check:

Expected outcome: “Good ttd-ledger-root signature”.

No private credentials or system paths are required to reproduce verification.
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# SECURITY & CUSTODY NOTES

* Signing keys remain under Tier-0 custody and are never published.
* Verification can be performed with the public allowed_signers list.
* Proof capsules contain metadata only (no sensitive data).
* All data formats are open and transparent.

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# PUBLIC EXTENSION POINTS

* SRI data can be consumed by other open-source Helix modules for visualization or policy modeling.
* Developers may federate external event sources via standard JSONL input.
* The model can serve as an ethical telemetry framework for external research on societal feedback loops.

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# FUTURE DEVELOPMENT

* Public “SRI Ledger” for open access to proof capsule history
* Integration with Proof-Market for peer verification
* Real-time dashboard visualizations
* Expanded variance-based anomaly alerts

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# SUMMARY

The Helix SRI pipeline operationalizes the Helix-TTD ethos: deterministic, auditable, and human-centric AI governance.

It converts societal signals into measurable data, preserves trust through cryptographic custody, and bridges human interpretation with machine transparency.