Live demo · Memory consolidation · Senescence biomarker panel
When does a biomarker note become durable science?
Three independent IPF cohorts each cite overlapping senescence markers. Pick a cohort to see its own episode note, or view the consolidated schema Smriti forms once replay, context diversity, and recency clear the threshold — with the disputed marker flagged, never deleted.
Choose a view
p16INK4a
0.71 · replicated
MMP-7
0.64 · replicated
IL-6
0.68 · disputed
✓
Verdict: Promoted to schema_ipf_panel_v1
Source episodes
n_ipf_cohortA, n_ipf_cohortB, n_ipf_cohortC
Consolidation score
0.00 → 0.79 · promoted
Cluster similarity
0.86 across 3 episodes
Contradiction
IL-6 flagged — confounded by infection (Cohort C)
Policy
Conservative — flag only, human review required
Audit event
promoted_to_schema · consolidation_events row written
The human-approval path (shipped)
Conservative policy = flag only, human review, source episodes preserved. Notes are never deleted. Schema formation waits on an explicit approve.
# Step 1: Score episodes by replay frequency + centrality + context diversity $ smriti consolidate --dry-run --policy conservative ─── replay signal, senescence panel ───────── episode n_ipf_cohortA access=14 contexts=3 score=0.71 episode n_ipf_cohortB access=9 contexts=2 score=0.64 episode n_ipf_cohortC access=11 contexts=3 score=0.68 ⚠ IL-6 disputed # Step 2: Review flagged schema candidates $ smriti proposals ─── pending schema candidates ─────────────── schema_candidate_001 source_episodes n_ipf_cohortA, n_ipf_cohortB, n_ipf_cohortC similarity 0.86 across 3 episodes replicated p16INK4a (0.71), MMP-7 (0.64) flagged IL-6 — confounded by infection (Cohort C) # Step 3: Human approves → schema formed with full lineage $ smriti approve schema_candidate_001 ✓ Created schema_ipf_panel_v1 source episodes preserved (not deleted) audit event written: promoted_to_schema lineage: schema_sources table populated
Questions: hello@bio-sync.tech
Every schema your agent forms should point back to the exact evidence — and never silently erase a dissenting result. Smriti makes that the default.
Book a 20-min call →