NivareQ · Standalone laboratory

RAM Intelligence Lab

Semantic Spike S2 · Real Memory Retrieval · harder unseen/adversarial evaluation

Idle
Isolation contractThis is not RAM and cannot mutate RAM canonical storage. S1 remains frozen separately. S2 tests 100 overlapping memories and 80 harder queries across vague recall, hard negatives, state changes, people, temporal context, multi-relevance, noise and abstention.

1 · Model

Not loaded.

2 · S2 evaluation

90queries
100memories
—Hit@1
—nDCG@5

Results

Exact + graded multi-relevance. Abstention cases record top-score distributions for later threshold calibration rather than pretending embeddings can intrinsically know “no answer.”

CaseFamilyQueryExpectedTop resultHit@1RRnDCG@5marginms
Run a model.

Device / execution telemetry