Prophetic Intelligence — Architectural Overview
Prophetic Intelligence is the anticipatory layer of the HoloScript ecosystem. It shifts the paradigm from reactive AI (responding to inputs) to foresighted execution (predicting the next state).
Core Technical Pillars
1. Anticipatory Execution (N-Gram Forecasting)
Uses temporal sequence modeling to predict user actions and system phase transitions (e.g., Planning -> Implementation -> Verification).
- Function: Pre-warms resources and caches codebase context.
- Metric: Measured by "Foresight Accuracy" in
experiment-runner.ts.
2. Neuromorphic Retrieval (SNN-WebGPU)
A high-performance associative memory built on Spiking Neural Networks.
- Function: Replaces linear vector scans with O(1) spiking retrieval for the full trait registry.
- Hardware: Powered by WebGPU compute shaders with NIR (Neuromorphic Intermediate Representation) export for silicon.
3. Resonant Convergence
A semantic resonance algorithm that weighs multiple predictive paths to find the most "intuitive" solution.
- Function: Automatically selects the most viable fix strategy for HoloDaemon.
Ecosystem Integration
| Component | Prophetic Enhancement |
|---|---|
| Absorb | Neuromorphic Discovery: Instantaneous trait matching via SNNs. |
| HoloDaemon | Predictive Orchestration: Proactive codebase scanning before errors are even detected. |
| Studio AI | Predictive Vision: Zero-latency UI previews through intent-based pre-rendering. |
Implementation Status
- @holoscript/snn-webgpu: Production-ready (v5.1.0).
- @holoscript/snn-poc: CPU Reference implementation.
- NIR Target: Fully implemented for Loihi 2 and SpiNNaker 2 deployments.
For technical implementation details, see @holoscript/snn-webgpu README.