tasks
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@@ -6,12 +6,12 @@ Status: ready-for-agent
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Adopt [TOPLOC](https://github.com/PrimeIntellect-ai/toploc) (MIT, `pip install toploc`) for activation fingerprint commit and verify. Replace string-equality validator checks with teacher-forced prefill + TOPLOC tolerance matching.
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**Estimated effort:** 2+ sessions — split into subtasks below without separate issue files.
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**Estimated effort:** 2+ sessions. First landing should be the validator-only TOPLOC primitive and docs; node runtime commitments/on-demand capture can follow in issue 07 if this grows.
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| Subtask | Owner package | Deliverable |
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|---|---|---|
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| Validator audit primitive | `packages/validator/` | Teacher-forced prefill, TOPLOC verify, unit tests with stub tensors |
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| Node runtime commitments | `packages/node/` (if prover-side) | On-demand activation fingerprint generation on audit-selected requests |
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| Node runtime commitments | `packages/node/` (if prover-side) | On-demand activation fingerprint generation on audit-selected requests; move to issue 07 if it blocks the validator primitive |
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**Code refs:**
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