Note. All formulas are plain ASCII; examples are arithmetic sanity checks, not business advice.
6.1 — Why this creates bankable savings
• Fewer numeric failures. Bounded confidence eliminates NaN/Inf blow-ups and reduces oscillations near zeros.
• Calmer scheduling. Confidence-banded advisory cuts wasted energy/fuel and component wear.
• Order-invariant fusion. Fewer false alarms and rollbacks from ingestion order/rate changes.
• Determinism. Identical replays make improvements auditable and defensible in reviews.
6.2 — Universal levers (plug into your finance model)
• Energy lever. annual_savings_$ := baseline_kWh * pct_reduction * price_per_kWh
• Fuel lever. annual_savings_$ := liters_saved * price_per_liter
• Throughput/quality lever. annual_savings_$ := units_per_year * scrap_reduction_per_unit_$
• Maintenance lever. annual_savings_$ := failures_avoided * cost_per_failure_$
• Ops-time lever. annual_savings_$ := hours_saved * loaded_rate_per_hour_$
• False-alarm lever. annual_savings_$ := tickets_avoided * handling_cost_per_ticket_$
Spreadsheet cells (examples).=baseline_kWh * pct_reduction * price_per_kWh=units_per_year * scrap_saving_per_unit_$
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Disclaimer
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.
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