- Pair.
x := (m, a)with magnitudemand bounded confidencea. - Value lane. The classical scalar
m; all control/math on values remains unchanged. - Alignment lane. The dimensionless coordinate
a ∈ (-1,+1)that composes through maps and streams. - Collapse / phi.
phi((m,a)) = m; recovering the classical number from the pair. - Collapse-safe. Any operation preserves
phi((m,a)) = mon the value lane. - Clamp.
a := clamp(a, -1+eps_a, +1-eps_a); apply beforeatanh(a)and reclamp aftertanh(u). - Rapidity (u-space).
u := atanh(a); inverse mapa := tanh(u); additive inuenables clean composition. - M2 identities.
a_mul = tanh(atanh(a1)+atanh(a2)),a_div = tanh(atanh(af)-atanh(ag)). - U/W fusion (order-invariant). Keep
U += w*atanh(a),W += w; publisha_out := tanh(U/max(W,eps_w)). - Streaming invariance. The lane yields
batch == stream == shuffledunder U/W fusion. - Weight (w).
w := |m|^gamma(defaultgamma = 1) for fuse weighting. - Gamma. Exponent controlling how magnitude scales
win fusion;gamma = 1by default. - Bands. Operator-visible thresholds
A++/A+/A0/A-/A--mappingato cues (monotone, non-overlap). - Band hysteresis. Require
delta_a >= step(e.g.,0.05) to move up a band; allow immediate drop to avoid flicker. - Gate (env gate).
a_env := clamp(g_t * a_op, -1+eps_a, +1-eps_a)withmuntouched; policy overlay only. - Canonical zero. Display
(0,+1)whenm == 0; value lane stays classical, lane remains bounded. - Division policy. Value-lane magnitude handling
strict|meadow|soft; the lane uses M2 soastays bounded. - eps_a / eps_w. Small positives for numeric safety:
eps_aclampsa;eps_wguards divide-by-zero in U/W. - Q-format (fixed-point). Integer encodings like
Q1.15/Q5.11/Q9.7; keep|a_q| <= 1 − 2^-fractionbits. - SSM-ALU. 3-stage lane ALU: clamp/map (
atanh), compose (add/sub inu), inverse/re-clamp (tanh). - SSACC. Streaming accumulator maintaining
{U,W}for order-invariant fusion. - Manifest. ASCII header with knobs, build, and
conformance_checksum; immutable per run/release. - Knobs / knobs_hash. The declared numeric/policy settings and their hash; tie every row/log to its manifest.
- Conformance gates. E1..E12 calculator-fast checks (clamp, M2, U/W, collapse, quantization, parity, invariance).
- SSM-Clock Stamp. Daily/bundle hash anchors for ordering and integrity; append-only ASCII lines.
- Backfill. Recomputing with identical knobs yields the same
a_outdue to U/W order invariance. - Adapters (SSMS ports). Verb-to-port mapping
s_sum/s_add/s_sub/s_mul/s_div/...that consumes/produces(m,a)pairs. - A-MAC. Alignment-carrying multiply-accumulate for edge AI and DSP where
aflows through mul and streamed sum. - Order-invariant. Results independent of sample order (batch, stream, shuffle) for the alignment lane.
Caution. Research/observation only. Not for operational or safety-critical use without a completed safety case and formal approvals.
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The contents in the Shunyaya Symbolic Mathematical Hardware (SSMH) materials are research/observation material. They are not engineering advice, not a safety standard or certification, and not operational guidance. Do not use for safety-critical, medical, legal, or financial decisions. Use at your own discretion; no warranties are provided; results depend on correct implementation and inputs.