Research index

Ideas behind persistent, attributable memory.

A focused reading list covering knowledge objects, selective memory, attribution and reasoning over changing information.

Facts as First-Class Objects: Knowledge Objects for Persistent LLM MemoryarXiv ↗ Selective Memory for AI: Write-Time Gating with Hierarchical ArchivingarXiv ↗ Attention Is Not Retention: The Orthogonality ConstraintarXiv ↗ Attribution-Native Machine Learning with Guaranteed RobustnessarXiv ↗ Discovery by Dreaming: Recombination, Not RepetitionarXiv ↗