Expand description
Predictive Prefetch via Free Energy Minimization.
Scientific basis: Karl Friston’s Free Energy Principle (2010) — the system minimizes “surprise” (unexpected information requests) by maintaining a generative model of what files will be needed next and proactively loading them when resources permit.
The model combines:
- Co-access history (Hebbian associations)
- Graph neighborhood (import/call relationships)
- Recency patterns (temporal locality)
Structs§
- Prefetch
Model - Tracks prediction accuracy for model self-evaluation.