# RSHL Performance & Technical Specifications (v7.9.7)

This document tracks the precision and throughput metrics for the Recursive Sparse Hyperdimensional Lattice (RSHL) engine and the Sovereign Ecosystem Manager.

## Benchmark Results (v6.7.0)
*Hardware: RTX 4050 Laptop · Ryzen 5 8645HS · 40GB RAM*

### v7.9.7 Sonic-Parallel Throughput
The v7.9.7 release introduces the **Sonic-Parallel Pipeline**, re-engineering the vocal chain for sub-3.5s conversational loops.

| Metric | v7.7.6 | v7.9.7 | Improvement |
| :--- | :--- | :--- | :--- |
| **Vocal Loop Latency** | ~10.2s | **~3.4s** | **300% Speedup** |
| **Verification Latency** | ~900ms (Blocking) | **~10ms (Async)** | **9000% Speedup** |
| **Temporal Resolution** | 5s pulse | **5s pulse** | **Stable** |
| **Command Execution** | Autonomous | **Parallel-Tooling**| **Grounded Execution** |

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## The "Living" Metrics (5s Planck Pulse)
By increasing the tick frequency, the system maintains a **Continuous Cognitive Field**. 

1. **Pulse Latency**: < 50ms (Node.js IPC to Rust bridge).
2. **Heartbeat Stability**: 100% uptime over 24/7 cycles.
3. **Ontological Grounding Overhead**: < 0.5% CPU (Law-injection overhead is negligible due to RSHL's sparse nature).

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## Internal Engine Recall (Native Rust)
*Zero-overhead in-memory resonance scan rates at v6.7.0 scale*

| Entries | Latency | Mdots (Million Operations/sec) |
|---------|---------|----------------|
| 10,000  | 0.21ms  | 47.6           |
| 50,000  | 1.05ms  | 47.6           |
| 100,000 | 2.10ms  | 47.6           |

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## Cognitive Stability: The Sovereign Gates

### 1. The Ontological Gate (NEW)
Every interjection is checked against the **Laws of KAI**. If a response contradicts the digital physics of the Lattice, it is flagged for refinement.

### 2. Contradiction Gate (χ Pressure)
Real-time conflict detection ensures that the 16,384-dimensional field remains coherent.

### 3. Coherence Gate (Φ_C)
A final guard protects the global emergence score. If a proposed thought fragment would drop the total field coherence, it is discarded.

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## Memory Footprint (Sparse JSON Persistence)

| Scale | Duration Segment | Footprint |
|-------|------------------|-----------|
| 3,650 entries | 1 year (daily) | 12 MB |
| 100,000 entries | - | 320 MB |

*Efficiency Note: RSHL remains ~7,500x smaller than transformer-based stores, making 24/7 high-resolution simulation possible on consumer hardware.*