---
license: apache-2.0
task_categories:
  - feature-extraction
tags:
  - fhe
  - ai-inference
  - wasm
  - cdcl
  - cognitive-motifs
  - sovereign-stack
pretty_name: AISO Private AI Inference Benchmarks
---

# AISO Private AI Inference Benchmarks

**Author**: Brad Wallace ([coo@koba42.com](mailto:coo@koba42.com))  
**Source Code**: [github.com/tensorrent/prime-fhe](https://github.com/tensorrent/prime-fhe)  
**License**: Apache-2.0

---

## Component Description

Homomorphic AI inference, WASM ReasoningPipeline, CDCL constraint propagation, and cognitive motif routing benchmarks.

---

## Verified Benchmark Performance

| Metric | Value |
|---|---|
| **Vector Dim** | `768` |
| **Step Latency Ns** | `1361` |
| **Full Evaluation Ms** | `1.05` |
| **Throughput Dims Per Sec** | `734923` |
| **Wasm P50 Latency Ms** | `1.28` |
| **Wasm P95 Latency Ms** | `5.28` |
| **Wasm P99 Latency Ms** | `5.72` |
| **Wasm Parity Queries Passed** | `10000` |
| **Noise** | `Zero` |
| **Security Bits** | `128` |

---

## Security & Mathematical Foundations

- **Prime Field**: $\mathbb{F}_P$ where $P = 2^{256} - 189$
- **Security Level**: 128-bit quantum-secure
- **Noise Property**: **Zero noise** (exact modular multiplication, no bootstrapping required)

---

## License

Licensed under the **Apache License, Version 2.0**.  
Copyright 2026 Brad Wallace ([coo@koba42.com](mailto:coo@koba42.com)).