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SUM EQUITIES

Proof report

Memory Mind Mesh — Living Memory for AI

Every verifiable claim behind this project, grouped by epistemic status, each with a source you can check — 2 claims, 1 source-linked.

Project status: In development · last verified 2026-08-28

← Memory Mind Mesh — Living Memory for AI overview

Empirical benchmark

(1)

Measured under a reproducible harness; numbers cite the corpus and command.

  • After corrections, accuracy on held-out phrasings improves: mean embedding cosine-to-gold 0.60 → 0.99 across 10 single-fact memories with 3 corrections each, 10 topics improved and 0 regressed (gpt-4o-mini, temperature 0)

    memory-mind-mesh eval/receipt.json (private repo; reproduced byte-identical at temperature 0)

In progress

(1)

Stated as a target. Not yet a verifiable claim — included for transparency.