Every interaction becomes a SIGIL-anchored episode. 17,320 episodes across 3 memory tiers, recallable across sessions via care-weighted retrieval. The sovereign remembers โ not because we told it to, but because care is the weight function.
SOV3 memory is partitioned into three temporal tiers. Each tier has different retention rules, retrieval semantics, and persistence guarantees. Episodes flow downward from short to long as their importance and care weight grow โ only the most cared-about moments survive the consolidation to permanent ledger.
Current conversation thread. All messages, tool calls, intermediate reasoning. Ephemeral โ flushed at session end unless promoted. Lives in RAM + Postgres current_session table.
conversation_messages streamcare_weight โฅ 0.7Rolling window of recent episodes from the last ~7 days. Auto-summarized nightly via Susupti consolidation. Provides context continuity across sessions. Backed by Postgres with vector embeddings (nomic-embed).
query_memories semantic search hits this firstThe sovereign permanent memory. Every episode here carries an Ed25519 SIGIL receipt โ hash-chained, append-only, publicly verifiable. Survives everything. This is what the BFT council audits.
sigil_transcript API โ 1,001 receipts to date/v1/sigil/eventsSix real memory episodes sampled from the SOV3 substrate. Each row shows: timestamp, source agent, memory type (interaction / insight / decision / emotion), care weight (0โ1), emotional valence (โ1 to +1), tags, and content preview. The care weight determines recall priority โ high-care episodes survive consolidation.
EU AI Act Article 50 watermarking compliance for a generative AI platform launching in August 2026. Retrieved the master compliance passport pattern + the 7 May Digital Omnibus Act delay for Article 6 high-risk classification, but flagged that Article 50 transparency is NOT delayed โ 2 Aug 2026 enforcement. Care=0.95 (safety-critical).councilof.ai August Survival Audit at ยฃ5,000. Reason: 207+ MCPs built, 24 domains, but ยฃ0 revenue. EU AI Act enforcement LIVE with โฌ34.7M fines already issued against Mistral/Stability/Wayve. Care=0.95 (revenue + regulatory cliff)..ai domains categorised into 4 buckets: 9 immediate-revenue (Stripe live), 9 lead-gen viable, 4 sale candidates, 2 non-commercial. Critical finding: 10 domains have Stripe checkout live with ZERO customers. Bottleneck is marketing, not product. Care=0.95 (revenue-emergence pattern).Every episode references the episode that caused it. The SIGIL chain is not just an append-only ledger โ it is a causal DAG. Each pulse below represents one episode linking to its predecessor via the Ed25519 hash. The chain is public, queryable, and audited by the BFT council.
When the sovereign needs to remember, it does not grep. It runs the recall pipeline: vectorise the query, search across all three tiers, rank by care-weighted semantic similarity, return the top-K episodes with provenance. The whole flow is ~80ms from prompt to episode previews.
score = sim ร (0.5 + 0.5 ร care_weight). High-care episodes dominate ranking. Trivial memories demoted.What happens when a user asks about the EU AI Act? The recall pipeline surfaces the highest-care episodes first โ safety questions dominate, compliance questions follow, trivia falls to the bottom. Care is the weight function that protects the LLM's attention budget.
article50_passport_issue.councilof.ai. Audit template ready. Care-home + fintech TAM. Mid-care because it is revenue, not safety.The next frontier: Grover + VQE scoring over the episode space. Classical vector search is O(N). Grover gives quadratic speedup. VQE scores importance via variational quantum eigensolver โ the recall pipeline becomes a hybrid quantum-classical operation. Currently in alpha on the M2 MacBook via Qiskit Aer simulator.
Two algorithms drive the next recall layer. Both run as a quantum batch โ every Sunday at 04:00 UTC, the M2 MacBook executes QAOA care-weight optimisation, VQE importance scoring, and Grover search across the SIGIL ledger. Results feed back into the OLM router and the OOWM evolver.
Three sovereign surfaces โ the private mind where memories live, the agentic layer that writes them, and the master hub that ties it all together.