A massively parallel epistemic transport engine: fixed-topology information fusion at deterministic latency, in saturating Q16.16. The belief manifold on this screen is not an illustration — it is this page running the algorithm, projecting the filter's live 4-dimensional posterior through rotating planes of state space.
Five sensors with incompatible rates and noise floors feed one belief. Evidence lands as Λ ← Λ + Λₑ, η ← η + ηₑ — order-free, clock-friendly, associative up to rounding. The estimate below is recovered by the same LDLᵀ solve the fabric runs, in the same 32-bit fixed point. Kill sensors. Jam the RF. Watch the shells breathe.
ε is the live divergence between the Q16.16 datapath and a float64 golden model running in lockstep — the bit-exactness claim, measured continuously instead of asserted.
Each stage is a typed stream transformer with verifiable laws. The packets below are the actual measurements from the core above, entering the dataflow as they happen — kill a sensor up there and its glyphs vanish here. Outliers ride as far as the gate. No further.
Timestamps never regress across any morphism. Heterogeneous sensor clocks enter; one ordered stream leaves.
Every sample carries quality flags end-to-end. A degraded input can lower confidence — it can never silently vanish.
(a ⊕ b) ⊕ c = a ⊕ (b ⊕ c) up to quantization ε. Order of arrival cannot change the answer — the property that makes fixed topology safe.
XC7A200T-2FBG484, −2 speed grade
single synchronous fabric, no CDC in the datapath
saturating fixed point; ε = 2⁻¹⁶ ≈ 1.5·10⁻⁵
compile-time configuration, fixed topology per build
heterogeneous rates and noise floors, one belief
sensor edge to fused state, guaranteed at the fabric
benchmark runs in idle slices — same arithmetic as the fabric
128 lanes × 100 MHz, every cycle, no scheduler, no cache misses
LDLᵀ recovery running on this page; median step 0.00 ms in javascript
live |fixed − float64| over the state vector — the price of 32 bits, measured continuously
every Q16.16 multiply and add this page has executed since load
plus USB-FIFO streaming and a memory-mapped register file
Bounded delay from sensor edge to fused state. No batch windows, no scheduler, no cache misses. The histogram is this page's solver being preempted by your operating system — the jitter you are watching is the reason the fabric exists.
Small typed stream transformers with verifiable laws: time monotonicity, quality propagation, fusion associativity up to ε. Compose them and the proofs compose with them.
Gaussian belief as (Λ, η). Fusion is addition, addition commutes, and hardware loves things that commute. This is the actual matrix, accumulating under you right now.
Q16.16 throughout: bounded error, saturation semantics, verified against a float64 golden model in lockstep. Live divergence right now: 0.0e+0 m across a 12 m arena — quantization-dominated, bounded, boring. As designed.
Multi-spectral telescope array fusion across parsec-scale baselines. Coherent signal extraction from 10⁻²³ W photon streams with adaptive uncertainty weighting.
Distributed drone coordination through epistemic consensus. 1000+ agent fusion at <5 ms latency over lossy mesh networks.
Real-time Bayesian inference on quantum state tomography. Continuous belief transport across Hilbert-space projections.
96-channel spike-train fusion into motor intent vectors. Adaptive transport with cortical plasticity compensation.
Mach 12+ sensor fusion under plasma blackout. Gyro, star tracker and accelerometer transport through non-Gaussian turbulence.
Xenon TPC event reconstruction with multi-PMT coincidence. Null-result-aware evidence accumulation across 10⁶ channels.
Session receipt. Since you opened this page its software twin has run 0 solver epochs — final address 0x000000 — and executed 0.0 million Q16.16 operations with 0 saturation events. Every figure above was computed in your browser, not typed into it.
MATH FIRST. HARDWARE SECOND.
VIBES NEVER.
© 2026 GOLDSTONE Project. Licensed under MIT.
BFC-V1 · XC7A200T · Q16.16 · <10 μs