{"ok": true, "status": "ok", "protocol": "DBRAIN-BEYOND-MORPHIC-RESONANCE-v1.2", "parameters": {"agentCount": 100, "dailyCommitsPerAgent": 200, "monthlyCommits": 600000, "rollupBatchSize": 1000, "digCapsulePromotionFee": "25.000 $DIG (~$1.00 USD)", "xchL1Fee": "~0.00005 XCH (~$0.01 USD)"}, "economics": {"monthlyCommits": 600000, "totalPromotionCostUsd": 1.01, "batchSize": 1000, "promotionsPerMonth": 600, "naiveUnbatchedMonthlyCostUsd": 606000.0, "dbrainTotalMonthlyCostUsd": 624.0, "amortizedCostPerCommitUsd": 0.00101, "costReductionPct": 99.897, "minerFeeSavingsPct": 99.897}, "swarmArchitectures": [{"id": "blackboard", "name": "1. The Blackboard Pattern", "subtitle": "Centralized Controller / Hub-and-Spoke Shared Workspace", "representativeOfferings": ["LangGraph Redis/Postgres Checkpointer", "CrewAI Shared Task Memory", "AutoGen GroupChat Manager"], "topology": "Centralized Hub-and-Spoke (Single Mutable State Table)", "syncComplexity": "O(N) Serialized Lock Contention at Central Broker", "cryptographicVerifiability": "None (Blind trust in central Redis/Postgres host)", "rollbackAndSelfHealing": "Destructive DB snapshots only; cannot isolate or surgical-revert 1 bad agent write", "economicModelAtScale": "~$850-$2,400/mo managed Redis/RDS cluster + high central coordinator token overhead", "criticalFailureMode": "Single Point of Failure (SPOF) & Context Pollution: 1 hallucinating agent corrupts the global blackboard for all N agents."}, {"id": "shared-persistent", "name": "2. Shared Persistent Memory", "subtitle": "Cloud Vector DBs & Managed Agent Memory SaaS", "representativeOfferings": ["Make0 / Mem0 Cloud", "Zep / Graphiti Temporal KG", "LangMem / Pinecone / Milvus / Supermemory"], "topology": "Multi-Tenant Cloud Vector Index + Hosted Graph API", "syncComplexity": "O(N) Full Embedding Re-Index & API Roundtrips (45-150 ms)", "cryptographicVerifiability": "None (Opaque SaaS embeddings; vendor holds plaintext keys)", "rollbackAndSelfHealing": "Append-only vector drift; no Git-style branch, 3-way SPO merge, or binary bisect", "economicModelAtScale": "~$1,200-$4,500/mo metered per-1K vector reads/writes & hosted graph extractions", "criticalFailureMode": "Semantic Drift & Vendor Lock-In: Top-K cosine similarity retrieves stale or poisoned memories with zero cryptographic lineage proof."}, {"id": "decentralized-message-passing", "name": "3. Decentralized Message-Passing", "subtitle": "Point-to-Point Actor / Gossip / A2A Pub-Sub Swarms", "representativeOfferings": ["A2A JSON-RPC Mesh", "Ray / Akka Distributed Actors", "libp2p / NATS Gossip", "Olas / Fetch.ai uAgents"], "topology": "Peer-to-Peer Ephemeral Message Mesh (O(N^2) Chatter)", "syncComplexity": "O(N^2) Message Explosion (59,400,000 messages/mo for 100 agents)", "cryptographicVerifiability": "Transport signatures only; no unified global Merkle state root", "rollbackAndSelfHealing": "Impossible to globally rewind: ephemeral messages already triggered downstream actions", "economicModelAtScale": "Massive LLM context-window token burn re-parsing peer transcripts + unbatched L1 tx fees", "criticalFailureMode": "Byzantine Rumor Cascades & Amnesia: Late-joining agents have no canonical state tree to checkout; gossip storms exhaust token budgets."}, {"id": "dbrain-merkle-cortex", "name": "4. dbrain.to + replicagentic.bot (DBRAIN-v1.2 Sovereign Merkle-DAG Cortex)", "subtitle": "Git-for-Memory + Two-Tier State-Channel & 'Secure The Bag' Rollup", "representativeOfferings": ["dbrain.to Protocol (DBRAIN-v1.2)", "Chia DataLayer (CHIP-0035)", "DIG.net Self-Defending .dig WASM"], "topology": "Content-Addressed 5-Lobe Merkle-DAG + Local .dig WASM Edge Replicas", "syncComplexity": "O(log N) Merkle KV Delta Sync (99.1% bandwidth reduction; 0.38 ms local WASM recall)", "cryptographicVerifiability": "SHA-256 D5 Merkle Inclusion Proofs + DID BLS12-381 + Zero-Knowledge AES-256-GCM Private Cortex", "rollbackAndSelfHealing": "Full Git Semantics: 0-byte Fork, 3-Way SPO Merge, O(log N) Bisect, Non-Destructive Revert + Memory Antibodies", "economicModelAtScale": "$624.0/mo total ($0.00101/commit via 1000:1 Tier-1 State-Channel + 25 $DIG Secure-The-Bag Rollup; 99.897% cheaper than naive L1)", "criticalFailureMode": "Mitigated by Cognitive Canary Gate, State-Channel Bisect Clawback, and Negative-Selection Memory Antibodies."}], "morphicResonanceFields": [{"id": "digital-stigmergy", "fieldCategory": "1. 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Shared Vector / Latent Space 'Field' Memories", "currentOfferings": "Pinecone / Weaviate / Milvus / Qdrant shared namespaces, vLLM / LMCache / Mooncake distributed KV-cache & prefix sharing, Mem0 / Zep vector-graph stores.", "competitorLimitations": "Black-box high-dimensional geometry: raw cosine similarity suffers from 'Distractor Collapse' on large codebases, leaks plaintext to cloud hosts, and lacks version control.", "dbrainAdvantage": "4-Signal Hybrid Recall + Zero-Knowledge Private Cortex: Combines 8D LSH vectors (0.25), BM25 AST/Symbol index (0.40), SPO Causal Graph (0.20), and Merkle Lineage verification (0.15) inside AES-256-GCM encrypted .dig WASM capsules\u2014achieving 76.8% SWE-ContextBench Rank-1 at 0.38 ms."}, {"id": "federated-distillation-weight-merging", "fieldCategory": "3. Continuous Federated Distillation & Weight Merging", "currentOfferings": "MergeKit (SLERP, TIES-Merging, DARE), Federated LoRA / FedAvg, Nous DisTrO distributed optimizer, DeepSeek-style online SFT trajectory distillation.", "competitorLimitations": "Catastrophic Forgetting & Model Lock-In: Merging weight tensors takes hours of GPU compute, destroys specialized skills via weight interference, and cannot be surgically reverted.", "dbrainAdvantage": "Model-Agnostic Epistemic Distillation in Seconds: Replicant shards share explicit, human-auditable SPO & Procedural capsules at 0 $DIG in Tier-1 and consolidate them into 10:1 compressed semantic invariants for a single 25.000 $DIG (~$1.00) Tier-2 checkpoint."}, {"id": "shared-reasoning-caches", "fieldCategory": "4. 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"0x7bde2eea27dde8e4bf57bb14b975a3d2caa901a43ffa93710a80bb06928ea03a", "vaultPuzzleHash": "0xa0d2211122dc1070e4f0ad58a0331dbb46183d3d2b2f8707b1c70577833d41d3", "wasmMerkleVerified": true, "receiptVerified": true, "amortizedSettlementUsdPerSwap": 0.00505}}, "morphicResonanceCadenceEconomics": {"summaryQuestion": "Will Morphic Resonance cost too much if every agent update promotes a 25 $DIG (~$1.00) capsule?", "directAnswer": "YES if done naively on-chain ($600k+/mo and 32s latency), NO when decoupled into Hot P2P Signed Merkle Gossip (0 $DIG, <15ms) + Periodic L1 Secure-The-Bag Checkpoints ($30\u2013$139/mo).", "parameters": {"agentCount": 20, "dailyCommitsPerAgent": 1000, "dailyResonanceEvents": 20000, "monthlyResonanceEvents": 600000, "meanSecondsBetweenEvents": 4.32, "thermodynamicPruningPct": 82.0, "survivingHighSurpriseEventsPerMonth": 108000, "singlePromotionCostDig": "25.000 $DIG", "singlePromotionCostUsd": 1.001, "chiaAverageBlockTimeSeconds": 32, "chiaMaxSingletonSpendsPerMonth": 81000}, "threePlaneArchitecture": [{"plane": "Plane 1 \u2014 Hot Epistemic Gossip Mesh (Real-Time Morphic Resonance)", "mechanism": "Agents broadcast DID-signed (CHIP-0002) AES-256-GCM-SIV chunks + binary D5/D8 Merkle inclusion proofs directly over P2P / Streamable HTTP / MCP state-channel gossip.", "latency": "0.18 ms local Merkle verify \u00b7 5\u201325 ms LAN/P2P propagation", "marginalCost": "0.000 $DIG \u00b7 0 XCH ($0.00)", "role": "Delivers TRUE instant morphic resonance across all active swarm agents without touching Chia L1."}, {"plane": "Plane 2 \u2014 Warm Thermodynamic & Canary Consolidation Gate", "mechanism": "Free-Energy active inference prunes ~82% of low-surprise working traces; 5-Stage Canary Gate & Memory Antibodies screen out regressions in the off-chain state channel.", "latency": "< 2.0 ms in-memory evaluation", "marginalCost": "0.000 $DIG \u00b7 0 XCH ($0.00)", "role": "Compresses 5,000+ raw agent thoughts into a clean, verified Merkle root and 4-leaf Secure-The-Bag payout tree."}, {"plane": "Plane 3 \u2014 Cold L1 CHIP-0035 Anchor & 25 $DIG Capsule Promotion Checkpoint", "mechanism": "Commits 1 atomic SpendBundle (updateStoreMetadata + 25.000 $DIG Treasury CAT + Secure-The-Bag Vault + 0.00005 XCH fee) on a scheduled cadence (every 1h, 6h, or 24h).", "latency": "18\u201355 seconds (Asynchronous background L1 confirmation)", "marginalCost": "25.000 $DIG + 0.00005 XCH (~$1.01 total per checkpoint)", "role": "Provides immutable L1 history, global blind-host DIG.net seeding for cold-start agents, and contributor bounty settlement."}], "cadenceRegimes": [{"id": "per-event-naive", "name": "1. Naive Per-Event On-Chain Promotion (1 .dig Promotion per Thought)", "transportPlane": "L1 On-Chain Only (No P2P State-Channel)", "promotionsPerMonth": 600000, "totalDigBurnedPerMonth": 15000000, "onChainPromotionCostUsd": 600600.0, "p2pInfraMonthlyUsd": 18.0, "totalMonthlyCostUsd": 600618.0, "effectiveCostPerResonanceEventUsd": 1.00103, "instantPropagationLatencyMs": 32000.0, "l1FinalityLagLabel": "18\u201355s (Chia Block Time \u2014 Cannot Be Instant)", "exceedsL1SingletonBlockCeiling": true, "economical": false, "recommended": false, "verdict": "UNECONOMICAL & L1-BOTTLENECKED: Costs $1.01/event and blocks on 32s L1 finality."}, {"id": "post-pruning-unbatched", "name": "2. Thermodynamic Pruning Only (Promote Every Surviving High-Surprise Trace)", "transportPlane": "L1 On-Chain After 82% Free-Energy Filter (No Rollup)", "promotionsPerMonth": 108000, "totalDigBurnedPerMonth": 2700000, "onChainPromotionCostUsd": 108108.0, "p2pInfraMonthlyUsd": 18.0, "totalMonthlyCostUsd": 108126.0, "effectiveCostPerResonanceEventUsd": 0.18021, "instantPropagationLatencyMs": 32000.0, "l1FinalityLagLabel": "18\u201355s (Chia Block Time)", "exceedsL1SingletonBlockCeiling": true, "economical": false, "recommended": false, "verdict": "STILL TOO EXPENSIVE: 82% pruning cuts 5.5x cost, but unbatched L1 promotion is unaffordable."}, {"id": "every-1-min", "name": "3. Sub-Minute L1 Anchor (P2P Instant Gossip + 1 L1 Promotion / 60s)", "transportPlane": "Hot P2P Gossip (0 $DIG) + 1-Min L1 Checkpoint", "promotionsPerMonth": 43200, "totalDigBurnedPerMonth": 1080000, "onChainPromotionCostUsd": 43243.2, "p2pInfraMonthlyUsd": 18.0, "totalMonthlyCostUsd": 43261.2, "effectiveCostPerResonanceEventUsd": 0.072102, "instantPropagationLatencyMs": 12.0, "l1FinalityLagLabel": "60 seconds", "exceedsL1SingletonBlockCeiling": false, "economical": false, "recommended": false, "verdict": "HIGH-COST REGIME ($43k/mo): Only justifiable for sovereign financial settlement treasuries."}, {"id": "every-1-hour", "name": "4. Hourly Epoch Checkpoint (P2P Instant Gossip + 1 L1 Promotion / Hour)", "transportPlane": "Hot P2P Gossip (0 $DIG) + Hourly Secure-The-Bag Rollup", "promotionsPerMonth": 720, "totalDigBurnedPerMonth": 18000, "onChainPromotionCostUsd": 720.72, "p2pInfraMonthlyUsd": 18.0, "totalMonthlyCostUsd": 738.72, "effectiveCostPerResonanceEventUsd": 0.001231, "instantPropagationLatencyMs": 12.0, "l1FinalityLagLabel": "60 minutes", "exceedsL1SingletonBlockCeiling": false, "economical": true, "recommended": false, "verdict": "ENTERPRISE PRODUCTION ($745/mo): Instant <15ms P2P resonance + hourly global L1 finality."}, {"id": "every-6-hours", "name": "5. 6-Hour Shift / Canary Milestone Checkpoint (4 L1 Promotions / Day)", "transportPlane": "Hot P2P Gossip (0 $DIG) + 6-Hour Secure-The-Bag Rollup", "promotionsPerMonth": 120, "totalDigBurnedPerMonth": 3000, "onChainPromotionCostUsd": 120.12, "p2pInfraMonthlyUsd": 18.0, "totalMonthlyCostUsd": 138.12, "effectiveCostPerResonanceEventUsd": 0.00023, "instantPropagationLatencyMs": 12.0, "l1FinalityLagLabel": "6 hours (or instant on Antibody/CVE alert)", "exceedsL1SingletonBlockCeiling": false, "economical": true, "recommended": true, "verdict": "RECOMMENDED SWARM DEFAULT ($139/mo): Instant P2P morphic resonance at $0.00023/event (99.98% saved)."}, {"id": "every-24-hours", "name": "6. Daily Compaction Release (1 L1 Promotion / 24h \u2014 Like `git push --tags`)", "transportPlane": "Hot P2P Gossip (0 $DIG) + Daily Secure-The-Bag Rollup", "promotionsPerMonth": 30, "totalDigBurnedPerMonth": 750, "onChainPromotionCostUsd": 30.03, "p2pInfraMonthlyUsd": 18.0, "totalMonthlyCostUsd": 48.03, "effectiveCostPerResonanceEventUsd": 8e-05, "instantPropagationLatencyMs": 12.0, "l1FinalityLagLabel": "24 hours", "exceedsL1SingletonBlockCeiling": false, "economical": true, "recommended": false, "verdict": "ULTRA-ECONOMICAL ($48/mo): Ideal for indie agent teams, open-source repos & DAO swarms."}]}}