Sophia audit v3: trajectory, ethics, causal memory, and blockchain anchoring

[pdxvoiceteacher]

Motivation

• Extend the Sophia audit to support longitudinal coherence monitoring by adding trajectory-phase checks, ethical-symmetry scoring, and a causal-memory kernel with drift detection.
• Provide optional tamper-evident anchoring for finalized audit artifacts via a simple ledger/hash utility and add CLI flags to control v3 behaviors.
• Add strict v3 schema and unit tests so audit output can be machine-validated and regression/diff behaviors are covered.

Description

• Add a new sophia-core implementation with audit.py (v2 + v3 logic), causal_memory.py (EMA kernel + drift detection), ethics.py (Es computation), trajectory_monitor.py (Ψ/Λ phase logic), tel.py, version.py, __init__.py, and default configs under sophia-core/config/.
• Introduce schema/sophia_audit_v3.schema.json (and sophia_audit_v2.schema.json), extend schema/telemetry/telemetry_run.schema.json, and add trajectory bounds and audit config JSONs.
• Update CLI tooling: tools/telemetry/sophia_audit.py adds v3-aware flags (--calibrate-trajectories, --ethics-check, --memory-aware, --blockchain-commit) and now emits the v3 fields, and tools/telemetry/blockchain_anchor.py implements the append-only ledger anchoring; tools/telemetry/ingest_submission.py is updated to opt-in Sophia audit runs via submission config.
• Add unit tests tests/sophia_core/test_audit_v2.py and tests/sophia_core/test_audit_v3.py covering history/regression detection, contradiction detection, trajectory/ethics checks, and causal memory drift, and fix sophia-core/src/sophia_core/__init__.py exports to resolve an import error.

Testing

• Ran python -m pytest -q tests/sophia_core/test_audit_v3.py which passed with 2 passed after fixing an import/export indentation issue in sophia-core/src/sophia_core/__init__.py.
• The v3 unit tests exercise trajectory calibration, ethics scoring, kernel update, and drift detection and completed successfully.
• No full CI run was performed in this rollout beyond the targeted pytest invocation above.

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Codex Task