Resonant Field Storage (RFS)
4‑D field lattice (x,y,z,t) with controlled superposition and meaningful interference. Dual path: associative resonance and exact recall with AEAD integrity. Stability and capacity governed by calculus, not heuristics.
What is RFS?
Memory as fields. Information is encoded as interference patterns within a controlled 4‑D lattice. Queries excite resonant modes; the system reconstructs content by resonance (associative) or by exact recall, with integrity guarantees.
Field Lattice
RFS defines a discretized 4‑D lattice with basis families (harmonic, Gabor, learned kernels). FFT is a tool, not a constraint. Band separation enforces semantic vs byte channels with a guard band.
Resonance & Interference
Queries produce controlled superposition; interference patterns reconstruct memories. Associative resonance recovers related content; exact recall verifies integrity (AEAD) with deterministic criteria.
Stability & Capacity
PDE evolution is feature‑gated and auto‑killed on instability. Capacity and FEC policy are enforced; telemetry tracks Q, η, and energy budgets via hai_* metrics.