KV Engine

Active Context Rendered
4,096 / 8,192
Working Memory (Hopfield Bound)
124,500 entries
Cross-Context Corrections
Level 1 (Sparse)

Unified Scoring

ACT-R Activation (Bi) 0.84
Hebbian Links (Sij) 0.91
Ebbinghaus Retention (Ri) 0.72

Engraphia Memory Hierarchy

Active Context Window
Full detail | RoPE applied | Rendered dynamically
Working Memory
Reduced/Minimal detail | Q-K Retrieval | Multi-hop capable
Long-Term Memory
Index only | Consolidated Engrams | Compressed payload

Cognitive Dynamics Stream

[SYS] Forward pass complete. Extracting K/V payload...
[ACT-R] Base-level activation decayed for 2,401 entries.
[HEBB] Co-attention detected. Updating link S(i,j): +0.04
[WARN] Attention entropy spike detected: 2.4σ
[RETRIEVE] Q-K dot product executing on NoPE layers...
[ENGRAM] Consolidating cluster: DBSCAN threshold met.
[RENDER] Level 1 Sparse cross-attention correction applied.
[SYS] Autoregressive generation resuming.