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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.*