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[gated on afi-governance #53] CAL-BENCHKIT-RETIRE: afi-infra: replace benchkit reference in TSSD_VAULT_SPEC.md #33

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Gio2050 merged 1 commit into from
Aug 25, 2026
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[gated on afi-governance #53] CAL-BENCHKIT-RETIRE: afi-infra: replace benchkit reference in TSSD_VAULT_SPEC.md #33

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2 changes: 1 addition & 1 deletion docs/TSSD_VAULT_SPEC.md
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Expand Up @@ -89,7 +89,7 @@ Validators and researchers can use `VaultedSignalRecord` for:
- **Meta-Analysis**: Study which strategies, regimes, or markets perform best over time
- **Ensemble Methods**: Combine signals from multiple analysts with different scoring approaches

**Note**: PoI (Proof of Intelligence) and PoInsight (Proof of Insight) are validator/agent-level traits tracked in benchkit and validator registries, NOT per-signal fields in TSSD records. The analyst score template captures per-signal scoring data (UWR axes, conviction, market context).
**Note**: PoI (Proof of Intelligence) and PoInsight (Proof of Insight) are reserved, preserved analyst/validator-level reputation primitives (CONST-GOV D-CONST-5), NOT per-signal fields in TSSD records. Their formula, weighting, and on-chain activation belong to a future CHAIN-GOV / reputation decision; their per-analyst off-chain evidentiary input is the governed analyst calibration record (`afi.analyst-calibration.v1`, CAL-GOV — afi-governance PR #53). The former `afi-benchkit` harness, which carried an ungoverned implementation on that ground, is retired as research tooling under CAL-GOV D-CAL-6; the primitives themselves are not retired, deprecated, or narrowed (D-CAL-5). The analyst score template captures per-signal scoring data (UWR axes, conviction, market context).

The `listForTraining()` method in `ITSSDVaultClient` automatically filters out signals where `includeForModel` is false, respecting analyst preferences.

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