Table of Contents — Shunyaya Symbolic Mathematical Law (Law 0)

A Second Lane for Every Number (Page 1)

    1. Why introduce Law 0 when physics already has so many laws?
    1. From calculus to alignment: the next symbolic question
    1. Formal statement of Shunyaya Symbolic Mathematical Law (Law 0)
    • 3.1 Law 0 in one sentence
    • 3.2 Dual-lane representation
    • 3.3 Collapse parity invariant
    • 3.4 Semantics declaration (manifests)

Computing the Alignment Lane (Page 2)

  • 4. Computing the alignment lane: recipes and invariants
    • 4.1 One value, two lanes (quick recap)
    • 4.2 Weighted pooling of multiple contributions
    • 4.3 Product and division style chaining (for laws)
    • 4.4 Banding for everyday reading

From Classical Laws to Bounded Classical Laws (Page 3)

  • 5. How Law 0 upgrades classical laws into bounded classical laws
    • 5.1 General pattern
    • 5.2 Ten bounded classical examples (short summaries)
      • Ohm’s Law (L01)
      • Newton’s Second Law (L02)
      • Hooke’s Law (L03)
      • Ideal Gas Law (L04)
      • Conservation of Energy (L05)
      • Conservation of Momentum (L06)
      • Bernoulli’s Equation (L07)
      • Snell’s Law (L08)
      • Continuity Equation (L09)
      • Faraday’s Law (L10)
    • 5.3 What this pattern means in practice

Practical Adoption Guide for Real Systems (Page 4)

  • 6. Practical adoption guide: seven steps for real systems
    • 6.1 Step 1 — Pick the values that actually matter
    • 6.2 Step 2 — Decide what “alignment” means in your context
    • 6.3 Step 3 — Map raw indicators into one bounded lane a
    • 6.4 Step 4 — Start logging (m, a) instead of just m
    • 6.5 Step 5 — Visualise and colour by posture
    • 6.6 Step 6 — Compare “same value, different posture”
    • 6.7 Step 7 — Let a influence decisions and policies

Evidence and Validation (Page 5)

  • 7. Evidence and validation: from proof-of-concepts to real data
    • 7.1 Proof-of-concept pack for bounded classical laws
    • 7.2 How to test Law 0 on your own data
    • 7.3 Early observations (cautious interpretation)
    • 7.4 Future benchmarks and collaboration

Lenses by Audience (Page 6)

  • 8. Lenses by audience: how different communities might use Law 0
    • 8.1 Scientists and experimentalists
    • 8.2 Engineers and operators
    • 8.3 AI, data systems, and decision engines
    • 8.4 Finance, KPIs, and business metrics
    • 8.5 Educators and students
    • 8.6 Regulators, auditors, and long-horizon stewards

Short FAQ (Page 7)

  • 9. Short FAQ — Shunyaya Symbolic Mathematical Law (Law 0)
    • Q1. Is this just another way of drawing error bars or confidence intervals?
    • Q2. Is a a probability or confidence score?
    • Q3. Does this replace existing uncertainty, statistics, or estimation theory?
    • Q4. Does Law 0 change the predictions of Newton, Ohm, Bernoulli, Snell, Faraday, or other laws?
    • Q5. Can I use Law 0 for safety-critical systems?
    • Q6. Is a supposed to be the same in every domain?
    • Q7. How is this different from just logging “quality flags” or textual notes?

Ecosystem and Closing Note (Page 8)

  • 10. Ecosystem and relationships: where Law 0 sits in Shunyaya
    • 10.1 Law 0 as the shared substrate
    1. Closing note — from one sentence to shared practice

Disclaimer (summary).
Shunyaya Symbolic Mathematical Law (Law 0) is an observation-only framework and must not be used directly for design, certification, or safety-critical decisions.