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docs(memory): synthesize MemCoT, OmniMem, OCR-Memory; add APEX-MEM Research Backlog#3577

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bug-ops merged 1 commit intomainfrom
3564-memory-research-synthesis
May 4, 2026
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docs(memory): synthesize MemCoT, OmniMem, OCR-Memory; add APEX-MEM Research Backlog#3577
bug-ops merged 1 commit intomainfrom
3564-memory-research-synthesis

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@bug-ops bug-ops commented May 4, 2026

Summary

  • Add ## 14. Research Backlog section to the APEX-MEM spec (specs/004-memory/004-7-memory-apex-magma.md) documenting three April 2026 memory architecture papers: MemCoT (§14.1), OmniMem (§14.2), OCR-Memory (§14.3)
  • Add CHANGELOG entry under [Unreleased] referencing the synthesis and filed follow-up issues
  • Write synthesis playbook and update coverage-status in .local/testing/ (not git-tracked)

Follow-up Issues Filed

Research Tracking Issues

References #3564, #3566, #3571

Test Plan

Add Research Backlog section (§14) to the APEX-MEM spec covering three
April 2026 memory architecture papers. File follow-up implementation
issues (#3574 SemanticStateAccumulator, #3575 ReasoningMemory Zoom-In,
#3576 retrieval failure logging). Add synthesis playbook and update
coverage-status in .local/testing/.

References #3564, #3566, #3571
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