feat(engine): validate Dream Pathway against MindSpan longitudinal dataset - #918
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…mory - Wire RememberPathway into DreamPathway and DreamSignal for durable write-back - Persist qualifying dream scenes with FLAG_DREAMED and MemorySource.DREAMED - Fix RecallCandidateGatherer consolidationFlags propagation and allowSimulated gating - Add MindSpanDreamRunner and MindSpanDreamBenchmarkTest verifying TMR and zero confabulation - Assert 100% confabulation immunity on factual recall and positive exploratory retrieval Co-authored-by: Bharat Joshi <bharatjoshi@spectrayan.com>
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| // Fast path: attempt macOS APFS copy-on-write clone (takes ~13ms for 360MB) | ||
| try { | ||
| Process p = new ProcessBuilder("cp", "-c", "-R", sourceDir.toString(), targetDir.toString()) |
…eam synthesis - Wire LlmProvider through SpectorMemoryFactory, DreamPathway, and DreamSignal to SceneConstructRelay - Enable LLM-driven generation of vivid dream narrative scenes and emergent cross-domain hypotheses - Embed synthesized narratives into vector space under Hartmann-scaled stochastic noise - Support graceful fallback to structural templates when LLM is unavailable or times out - Validate locally with Ollama (llama3.1:latest) against the MindSpan v2-memory benchmark Co-authored-by: Bharat Joshi <bharatjoshi@spectrayan.com>
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Summary
Empirically validates Spector's 7th canonical cognitive pathway (Dream Pathway) against the full 20-year longitudinal MindSpan
v2-memorydataset (360MB, 18,404 semantic records, 27,664 index entries, 61,474 Hebbian edges) using fast APFS copy-on-write cloning, and wiresLlmProvidertoSceneConstructRelayfor generative creative synthesis validated with local Ollama (llama3.1:latest).Key Changes
LlmProviderthroughSpectorMemoryFactory,DreamPathway, andDreamSignalintoSceneConstructRelay.sem-0-XXXXX) with rich, evocative 1-2 sentence dream narratives and emergent cross-domain insight hypotheses synthesized by LLM.ErrorPolicy.DEGRADE_GRACEFULLY) to deterministic structural templates if LLM is unavailable or offline.RememberPathwayintoDreamPathwayandDreamSignal. Qualifying surviving dream scenes (FLAG_DREAMED(0x80) |FLAG_SIMULATED(0x20) and sourceDREAMED/THOUGHT_EXPERIMENT.RecallCandidateGathererto preserveconsolidationFlagsfrom slab headers and exclude simulated/dreamed candidates during lexical/BM25 fusion whenallowSimulated == false.MindSpanDreamRunnerandMindSpanDreamBenchmarkTestinspector-benchwith automaticOllamaLlmProviderdetection.allowSimulated = false, 0 confabulations detected across 20 years of memories).allowSimulated = true, retrieving persisted rich dreamed insights).Verification
MindSpanDreamBenchmarkTestwith local Ollama (llama3.1:latest): PASSED (seeds=8, scenes=16, factualConfabulations=0, exploratoryRetrieved=9)spector-memorydream unit tests: 11/11 tests PASSEDMindSpanAismeRunnerTest: PASSED (zero regression on AISME recall)PostBootstrapSyspropBanTest: PASSED (100% compliant with ADR-0031)spector-kernelCo-authored-by: Bharat Joshi bharatjoshi@spectrayan.com