Draft regulated-memory evaluation preprint

[ebeirne]

Summary

• adds an arXiv-compatible preprint source for the regulated-memory evaluation
• separates live executions from capability-assessed columns
• documents methodology limits, evaluator conflict of interest, and vendor correction process
• cites adjacent primary research including LoCoMo, LongMemEval, LongMemEval-V2, WorldDB, TOKI, and A-TMA
• records a successful Tectonic 0.16.9 build and full four-page visual inspection
• adds a versioned JSON Schema and a validated machine-readable Lians 0.4.1 live-run archive
• explicitly refuses to reconstruct missing vendor raw outputs from narrative prose

Verification

• 12 repository CI jobs pass on prior preprint commits
• PDF builds successfully with BibTeX
• four letter-sized pages rendered and inspected
• no unresolved references or replacement glyphs
• no Unicode em dashes
• PDF link borders hidden for clean publication output
• evidence JSON validates against Draft 2020-12 schema
• five unique invariant records verified
• archived run harness blob matches current master

Remaining before arXiv submission

• incorporate material vendor corrections received during right of reply
• rerun mem0 OSS and Graphiti OSS and archive their exact machine-readable outputs
• complete external methodology review
• confirm final author and affiliation metadata

This remains a draft until those methodology gates are complete.