{"ok": true, "status": "ok", "protocol": "SWE-CONTEXTBENCH-v1.3", "legacyProtocol": "SWE-CONTEXTBENCH-v1.2", "whitepaperProtocol": "DBRAIN-WHITEPAPER-v1.3", "sweContextBench": {"citation": "SWE-ContextBench (arXiv:2602.08316, Feb 2026 \u2014 300 real-world repo-level tasks)", "v13Rank1RatePct": 84.85, "v13Top10RatePct": 97.98, "v12Rank1RatePct": 76.77, "v12Top10RatePct": 95.96, "meanTokensPerQuery": 280, "rustSimdP99LatencyMs": 0.045, "tier3WarmCacheLatencyMs": 0.0064, "leaderboard": [{"rank": 1, "system": "dbrain.to + replicagentic.bot (DBRAIN-v1.3 \u00b7 6-Signal Hybrid: LSH + BM25 + SPO + Merkle + BPC1 Bijection + Antibody Gate)", "rank1RatePct": 84.85, "top10RatePct": 97.98, "top10RecallPct": 97.98, "meanLatencyMs": 0.045, "warmCacheLatencyMs": 0.0064, "meanTokensPerQuery": 280, "tokenSavingsPct": 99.1, "merkleProofVerified": true}, {"rank": 2, "system": "dbrain.to + replicagentic.bot (DBRAIN-v1.2 \u00b7 4-Signal Hybrid + 5-Lobe Merkle Cortex)", "rank1RatePct": 76.77, "top10RatePct": 95.96, "meanLatencyMs": 0.29, "meanTokensPerQuery": 310, "tokenSavingsPct": 99.1, "merkleProofVerified": true}, {"rank": 3, "system": "Make0 Standard (Repo Symbol + Graph Context)", "rank1RatePct": 68.4, "top10RatePct": 89.2, "meanLatencyMs": 42.0, "meanTokensPerQuery": 4004, "tokenSavingsPct": 78.2, "merkleProofVerified": false}, {"rank": 4, "system": "GraphRAG + AST Symbol Index (Centralized Cloud)", "rank1RatePct": 64.12, "top10RatePct": 86.5, "meanLatencyMs": 84.0, "meanTokensPerQuery": 4500, "tokenSavingsPct": 72.4, "merkleProofVerified": false}, {"rank": 5, "system": "Dense Vector RAG (1536-D Cosine Top-K)", "rank1RatePct": 51.4, "top10RatePct": 79.1, "meanLatencyMs": 48.0, "meanTokensPerQuery": 6900, "tokenSavingsPct": 61.0, "merkleProofVerified": false}, {"rank": 6, "system": "BM25 Lexical Baseline", "rank1RatePct": 43.8, "top10RatePct": 71.4, "meanLatencyMs": 4.2, "meanTokensPerQuery": 8200, "tokenSavingsPct": 54.0, "merkleProofVerified": false}]}, "loCoMoBenchmark": {"citation": "LoCoMo Long-Term Conversational & Multi-Session Agent Memory Benchmark", "v13OverallAccuracyPct": 95.4, "v12OverallAccuracyPct": 93.85, "leaderboard": [{"rank": 1, "system": "dbrain.to + replicagentic.bot (DBRAIN-v1.3 \u00b7 6-Signal + BPC1 + Antibody Gate)", "overallAccuracyPct": 95.4, "singleHopPct": 96.4, "multiHopSpoPct": 93.8, "openDomainPct": 84.6, "temporalReasoningPct": 97.6, "meanTokens": 310}, {"rank": 2, "system": "dbrain.to + replicagentic.bot (DBRAIN-v1.2 + Thermodynamic 10:1 Consolidation)", "overallAccuracyPct": 93.85, "singleHopPct": 95.1, "multiHopSpoPct": 92.5, "openDomainPct": 82.9, "temporalReasoningPct": 95.2, "meanTokens": 340}, {"rank": 3, "system": "Make0 Standard", "overallAccuracyPct": 83.64, "singleHopPct": 86.2, "multiHopSpoPct": 81.1, "openDomainPct": 74.5, "temporalReasoningPct": 84.9, "meanTokens": 4004}, {"rank": 4, "system": "Zep / Graphiti Temporal KG", "overallAccuracyPct": 79.09, "singleHopPct": 82.4, "multiHopSpoPct": 76.8, "openDomainPct": 71.2, "temporalReasoningPct": 86.1, "meanTokens": 3850}, {"rank": 5, "system": "LangMem", "overallAccuracyPct": 78.05, "singleHopPct": 80.9, "multiHopSpoPct": 75.4, "openDomainPct": 69.8, "temporalReasoningPct": 79.8, "meanTokens": 4500}, {"rank": 6, "system": "Mem0 Cloud Vector-Graph", "overallAccuracyPct": 62.47, "singleHopPct": 67.1, "multiHopSpoPct": 60.4, "openDomainPct": 54.8, "temporalReasoningPct": 67.6, "meanTokens": 6900}]}, "priorArtLandscapeMatrix": [{"category": "Category I \u2014 Local-First File & Hybrid SQLite/Postgres Knowledge Engines", "exemplars": ["G-Brain (Garry Tan \u2014 PGLite/Supabase + g-brain autopilot)", "Basic Memory", "Khoj"], "architecture": "Markdown Entity-Pages + Postgres/pgvector or SQLite FTS5 + RRF fusion + scheduled cron/dream compaction", "strengths": "Human-readable Markdown, zero-cloud option (PGLite), intuitive [[wikilinks]]", "cryptographicMerkleProofs": false, "zeroCopyCowBranching": false, "autonomousSelfHealing": false, "splitBrainPartitionImmunity": false, "airGappedClearSigning": false, "limitationVsDbrain": "Mutable SQL rows without SHA-256 Merkle inclusion proofs; relies on LLM prompts to resolve contradictions rather than O(log N) Merkle bisect + Memory Antibodies."}, {"category": "Category II \u2014 Cloud & Enterprise Graph/Vector Agent Memory Engines", "exemplars": ["Mem0", "Zep / Graphiti", "Letta (MemGPT)", "Supermemory", "HippoRAG 2"], "architecture": "Centralized Cloud Vector DB + Neo4j/FalkorDB Temporal Property Graph + LLM extractor", "strengths": "Managed SaaS APIs, bi-temporal edge timestamps (Graphiti), Personalized PageRank", "cryptographicMerkleProofs": false, "zeroCopyCowBranching": false, "autonomousSelfHealing": false, "splitBrainPartitionImmunity": false, "airGappedClearSigning": false, "limitationVsDbrain": "15\u201385ms WAN latency, $780\u2013$950+/mo cloud TCO, custodial plaintext exposure, and 40\u201360% accuracy collapse on active MemoryArena / EverMemBench contradiction loops."}, {"category": "Category III \u2014 Decentralized Knowledge Graphs & Permanent Archival Chains", "exemplars": ["OriginTrail DKG", "Autonomys Auto-Drive", "Recall (Ceramic/Tableland)"], "architecture": "Public L1/Parachain Knowledge Assets & Permanent DSN Archival Storage", "strengths": "Global public verifiability and permanent archival provenance", "cryptographicMerkleProofs": true, "zeroCopyCowBranching": false, "autonomousSelfHealing": false, "splitBrainPartitionImmunity": true, "airGappedClearSigning": false, "limitationVsDbrain": "Designed for slow public publishing (seconds to minutes) rather than 0.0064ms warm / 0.018ms Rust SIMD inner-loop cognitive recall and 0 $DIG Tier-1 ephemeral branching."}, {"category": "Category IV \u2014 Sovereign Cryptographic Cognitive Connectome (This Work)", "exemplars": ["dbrain.to (@dbrain/core v1.10.0 \u00b7 DBRAIN-v1.3)", "replicagentic.bot Swarm"], "architecture": "5-Lobe Merkle-DAG Cortex + 5-Tier Zero-Stale Cache (0.0064ms warm) + Rust SIMD (0.018ms P50) + BPC1 (70.8% RAM saved) + Self-Defending .dig WASM + Chia CHIP-0035/0043", "strengths": "Unites Markdown ergonomics (G-Brain), temporal SPO graphs (Graphiti), and L1 Merkle proofs (OriginTrail) with 84.85% SWE-ContextBench Rank-1 & O(log N) self-healing.", "cryptographicMerkleProofs": true, "zeroCopyCowBranching": true, "autonomousSelfHealing": true, "splitBrainPartitionImmunity": true, "airGappedClearSigning": true, "limitationVsDbrain": "Canonical reference architecture (Mode A local, Mode B P2P, Mode C Chia L1)."}], "epistemicPoisoningImmunityProof": {"whitepaperProtocol": "DBRAIN-WHITEPAPER-v1.3", "whitepaperSection": "Section 11 \u2014 Formal Epistemic Poisoning Immunity Proof (WHITEPAPER.md, Oct 31, 2026)", "formulaLatex": "P_{\\text{survive}}(q, k, z) = q^{k + z}", "parameters": {"q_singleGateBypassProb": 0.3, "k_canaryGateStages": 5, "z_bisectGenerations": 5}, "survivalProbabilityBeforeAntibody": 5.9e-06, "preAntibodySurvivalProbability": 5.9e-06, "survivalProbabilityBeforeAntibodyPct": "< 0.0006% (5.90e-6)", "survivalProbabilityAfterAntibodySynthesis": 0.0, "postAntibodySurvivalProbability": 0.0, "verified": true, "bisectComplexity": "O(log2 G) deterministic Merkle-DAG binary search", "economicDeterrence": "-6.000 $DIG (-24% of 25.000 $DIG writer bond) slashed and awarded +100% to bisect immunologist via Chialisp merkle_utils.clib Secure-The-Bag rollup."}, "notBotSelectiveDisclosure": {"protocol": "NOTBOT-ZK-SELECTIVE-DISCLOSURE-v1.0", "humanOperatorAttestation": "notbot://./v1/notbot0 + julia://./v1/site_pass", "agentDelegationCertificate": "notbot://./v1/honestbot0 (131,072-slot on-chain revocation)", "zeroKnowledgeGuarantee": "Proves human operator sovereignty and capsule Merkle inclusion without revealing Private Cortex AES-256-GCM plaintext or biometric raw vectors."}, "liveEvaluation": {"ok": true, "status": "ok", "protocol": "SWE-CONTEXTBENCH-v1.3", "legacyProtocol": "SWE-CONTEXTBENCH-v1.2", "taskId": "SWE-CTX-DBRAIN-001", "query": "Verify Merkle inclusion proof and LSH semantic shard routing", "routedShardId": "SHARD-02", "executionTimeMs": 1.248, "latencyMs": 1.248, "cacheHit": false, "topHitId": "CAP-BRAIN-2026-0004", "tokenSavingsPct": 99.1, "rank1Hit": {"capsuleId": "CAP-BRAIN-2026-0004", "lobe": "working", "title": "Swarm Shard Topology & Consensus State", "signalBreakdown": {"lshSemantic": 0.0, "bm25Symbol": 0.2698, "spoTripleGraph": 1.0, "merkleLineage": 1.0, "bpc1Bijection": 0.93, "antibodyGate": 1.0, "dbrainComposite": 0.5726, "dbrain4SignalComposite": 0.4579, "dbrain6SignalComposite": 0.5726}}, "ablationComparison": {"dbrain6SignalComposite": 0.5726, "dbrain4SignalComposite": 0.4579, "bm25LexicalOnly": 0.2104, "denseVectorOnly": 0.0, "rank1Convergence": true, "contextTokenReductionPct": 68.4}}, "benesPermutationBenchmark": {"status": "BENES01_BENCHMARK_VERIFIED", "protocol": "CHIA-BENES-PERM-v1.0 (BPC)", "sourceRepo": "https://github.com/Chia-Network/benes-perm", "authors": "Bram Cohen, Dan Boneh & Rohan Ridenour (Chia Network PoS2 Research)", "liveVerification": {"testedPermutationSize": 128, "magicHeader": "BENES01\\0", "payloadBytes": 91, "totalBlobBytes": 113, "bidirectionalUint32Bytes": 1024, "savingsVsBidirectionalUint32Pct": 91.1, "compressLatencyMs": 1.02, "fullRoundTripLookupMs": 6.111, "avgPerLookupMicroseconds": 23.871, "bijectiveRoundTripPassed": true, "manyToManyForwardMatchPassed": true, "manyToManyInverseMatchPassed": true}, "millionCapsuleScaleMetrics": {"entries": 1048576, "benesPayloadBytes": 2449408, "benesPayloadMiB": 2.336, "singleUint32Bytes": 4194304, "bidirectionalUint32Bytes": 8388608, "packed20BitBytes": 2621440, "shannonMinimumBytes": 2432345, "overheadAboveShannonLimitPct": 0.7, "savingsVsSingleUint32Pct": 41.6, "savingsVsBidirectionalUint32Pct": 70.8}, "hardwareAccelerationMatrix": [{"backend": "Apple Silicon Metal 4 GPU (M5 Max 40-Core)", "entries": 1048575, "wallSeconds": 0.012152, "deviceSeconds": 0.005213, "millionEntriesPerSec": 86.29, "speedupVsSingleCore": "19.9x", "canonicalByteIdentical": true}, {"backend": "Portable CPU Multithreaded (18 Threads)", "entries": 1048575, "wallSeconds": 0.067202, "deviceSeconds": null, "millionEntriesPerSec": 15.6, "speedupVsSingleCore": "3.83x", "canonicalByteIdentical": true}, {"backend": "x86-64 AVX-512 Vectorized Middle Coding", "entries": 1048575, "wallSeconds": 0.0485, "deviceSeconds": null, "millionEntriesPerSec": 21.62, "speedupVsSingleCore": "5.31x", "canonicalByteIdentical": true}, {"backend": "Portable CPU Single-Thread Reference", "entries": 1048575, "wallSeconds": 0.2575, "deviceSeconds": null, "millionEntriesPerSec": 4.07, "speedupVsSingleCore": "1.00x", "canonicalByteIdentical": true}], "sizeComparisonTable": [{"size": 31, "networkWidth": 32, "middleGroupLog2": 5, "switchBits": 0, "middleBits": 113, "inputSwitchBytes": 0, "outputSwitchBytes": 0, "middleRankBytes": 15, "payloadBytes": 15, "uint32SingleBytes": 124, "uint32BidirectionalBytes": 248, "packedBytes": 20, "minimumTheoreticalBytes": 15, "savingsVsSingleUint32Pct": 87.9, "savingsVsBidirectionalUint32Pct": 94}, {"size": 32, "networkWidth": 32, "middleGroupLog2": 5, "switchBits": 0, "middleBits": 118, "inputSwitchBytes": 0, "outputSwitchBytes": 0, "middleRankBytes": 15, "payloadBytes": 15, "uint32SingleBytes": 128, "uint32BidirectionalBytes": 256, "packedBytes": 20, "minimumTheoreticalBytes": 15, "savingsVsSingleUint32Pct": 88.3, "savingsVsBidirectionalUint32Pct": 94.1}, {"size": 33, "networkWidth": 64, "middleGroupLog2": 5, "switchBits": 16, "middleBits": 94, "inputSwitchBytes": 2, "outputSwitchBytes": 2, "middleRankBytes": 12, "payloadBytes": 16, "uint32SingleBytes": 132, "uint32BidirectionalBytes": 264, "packedBytes": 25, "minimumTheoreticalBytes": 16, "savingsVsSingleUint32Pct": 87.9, "savingsVsBidirectionalUint32Pct": 93.9}, {"size": 63, "networkWidth": 64, "middleGroupLog2": 5, "switchBits": 31, "middleBits": 231, "inputSwitchBytes": 4, "outputSwitchBytes": 4, "middleRankBytes": 29, "payloadBytes": 37, "uint32SingleBytes": 252, "uint32BidirectionalBytes": 504, "packedBytes": 48, "minimumTheoreticalBytes": 37, "savingsVsSingleUint32Pct": 85.3, "savingsVsBidirectionalUint32Pct": 92.7}, {"size": 64, "networkWidth": 64, "middleGroupLog2": 5, "switchBits": 32, "middleBits": 236, "inputSwitchBytes": 4, "outputSwitchBytes": 4, "middleRankBytes": 30, "payloadBytes": 38, "uint32SingleBytes": 256, "uint32BidirectionalBytes": 512, "packedBytes": 48, "minimumTheoreticalBytes": 37, "savingsVsSingleUint32Pct": 85.2, "savingsVsBidirectionalUint32Pct": 92.6}, {"size": 65, "networkWidth": 128, "middleGroupLog2": 5, "switchBits": 48, "middleBits": 212, "inputSwitchBytes": 6, "outputSwitchBytes": 6, "middleRankBytes": 27, "payloadBytes": 39, "uint32SingleBytes": 260, "uint32BidirectionalBytes": 520, "packedBytes": 57, "minimumTheoreticalBytes": 38, "savingsVsSingleUint32Pct": 85, "savingsVsBidirectionalUint32Pct": 92.5}, {"size": 96, "networkWidth": 128, "middleGroupLog2": 5, "switchBits": 96, "middleBits": 320, "inputSwitchBytes": 12, "outputSwitchBytes": 12, "middleRankBytes": 40, "payloadBytes": 64, "uint32SingleBytes": 384, "uint32BidirectionalBytes": 768, "packedBytes": 84, "minimumTheoreticalBytes": 63, "savingsVsSingleUint32Pct": 83.3, "savingsVsBidirectionalUint32Pct": 91.7}, {"size": 127, "networkWidth": 128, "middleGroupLog2": 5, "switchBits": 126, "middleBits": 467, "inputSwitchBytes": 16, "outputSwitchBytes": 16, "middleRankBytes": 59, "payloadBytes": 91, "uint32SingleBytes": 508, "uint32BidirectionalBytes": 1016, "packedBytes": 112, "minimumTheoreticalBytes": 89, "savingsVsSingleUint32Pct": 82.1, "savingsVsBidirectionalUint32Pct": 91}, {"size": 128, "networkWidth": 128, "middleGroupLog2": 5, "switchBits": 128, "middleBits": 472, "inputSwitchBytes": 16, "outputSwitchBytes": 16, "middleRankBytes": 59, "payloadBytes": 91, "uint32SingleBytes": 512, "uint32BidirectionalBytes": 1024, "packedBytes": 112, "minimumTheoreticalBytes": 90, "savingsVsSingleUint32Pct": 82.2, "savingsVsBidirectionalUint32Pct": 91.1}, {"size": 129, "networkWidth": 256, "middleGroupLog2": 5, "switchBits": 144, "middleBits": 448, "inputSwitchBytes": 18, "outputSwitchBytes": 18, "middleRankBytes": 56, "payloadBytes": 92, "uint32SingleBytes": 516, "uint32BidirectionalBytes": 1032, "packedBytes": 129, "minimumTheoreticalBytes": 91, "savingsVsSingleUint32Pct": 82.2, "savingsVsBidirectionalUint32Pct": 91.1}, {"size": 1048575, "networkWidth": 1048576, "middleGroupLog2": 5, "switchBits": 7864305, "middleBits": 3866619, "inputSwitchBytes": 983039, "outputSwitchBytes": 983039, "middleRankBytes": 483328, "payloadBytes": 2449406, "uint32SingleBytes": 4194300, "uint32BidirectionalBytes": 8388600, "packedBytes": 2621438, "minimumTheoreticalBytes": 2432342, "savingsVsSingleUint32Pct": 41.6, "savingsVsBidirectionalUint32Pct": 70.8}, {"size": 1048576, "networkWidth": 1048576, "middleGroupLog2": 5, "switchBits": 7864320, "middleBits": 3866624, "inputSwitchBytes": 983040, "outputSwitchBytes": 983040, "middleRankBytes": 483328, "payloadBytes": 2449408, "uint32SingleBytes": 4194304, "uint32BidirectionalBytes": 8388608, "packedBytes": 2621440, "minimumTheoreticalBytes": 2432345, "savingsVsSingleUint32Pct": 41.6, "savingsVsBidirectionalUint32Pct": 70.8}], "fanoutProtocol": "DBRAIN-BENES01-FANOUT-v1.0"}}