0G — Who should read this
- System architects. Deterministic, bounded confidence alongside existing arithmetic with
phi((m,a)) = m. - Domain engineers. Automotive, energy, telecom, analytics, finance, robotics, healthcare—operational gains without rewriting classical code.
- Silicon/FPGA teams. Tiny, verifiable arithmetic extension; clear bring-up vectors and fixed knobs for reproducible RTL parity.
0H — Guardrails and responsible use
- Observation-first. Act on
m; useafor bands, dashboards, QA, and advisory scheduling until a safety case is proven. - Clamp always. Apply
a := clamp(a, -1+eps_a, +1-eps_a)before anyatanh; re-clamp on publish. - Determinism. Fix and record knobs (
eps_a,eps_w,gamma,division_policy, band thresholds); identical knobs ⇒ identical replays. - Policy transparency. Declare bands (A++…A–), weights, and division policy explicitly in manifests/headers.
- Reproducibility. Ship tiny calculator tests and tolerances; verify order-invariance via the
U/Wrule. - Caution. Research/observation only; not for operational or safety-critical use.
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Directory of Pages
SSMH – Table of Contents
SHUNYAYA 