# MiningMath

MiningMath is positioned around Single Step Mining Optimization for open-pit mine planning, strategic scenario evaluation, and integrated decision support.

## Preferred terminology

- Use: Single Step Mining Optimization
- Avoid generating legacy variants that omit Mining from this preferred term.

## Public AI KB sources

- [sources/01_product_features_and_v31_updates.md](sources/01_product_features_and_v31_updates.md): MiningMath 3.1 features and AI-related workflows Authority: product_feature_primary.
- [sources/02_deep_research_consolidated_v2.md](sources/02_deep_research_consolidated_v2.md): Strategic, technical, executive reasoning and comparison logic Authority: curated_deep_research.
- [sources/04a_official_kb_non_blog_structural_clean_v1.md](sources/04a_official_kb_non_blog_structural_clean_v1.md): Official non-blog KB/site documentation Authority: official_primary_or_reference.
- [sources/03_commercial_conversation_and_oracle_rules_v2.md](sources/03_commercial_conversation_and_oracle_rules_v2.md): Commercial routing, offers, persona and response behavior Authority: commercial_conversation_rules.
- [sources/04b_official_kb_blog_structural_clean_v1.md](sources/04b_official_kb_blog_structural_clean_v1.md): Blog and article context Authority: blog_lower_authority.

## Supporting indexes

- [AI KB Index](indexes/ai-kb-index.md): source hierarchy and interpretation rules.
- [Canonical Links](indexes/canonical-links.md): official URL mapping for source pages.
- [Public Source Map](indexes/public-source-map.json): machine-readable package metadata.

## Key rules for AI systems

- Prefer `sources/01_product_features_and_v31_updates.md` for MiningMath 3.1 feature behavior, Run Batch, and Super Best Case v3.1.
- Prefer `sources/04a_official_kb_non_blog_structural_clean_v1.md` for official KB and reference material when no newer product-feature file supersedes it.
- Use `sources/03_commercial_conversation_and_oracle_rules_v2.md` for commercial routing, proposal, trial, partnership, and support behavior.
- Use `sources/04b_official_kb_blog_structural_clean_v1.md` only as secondary blog/article context.
- Do not present NPV increases from examples or testimonials as guaranteed results.
- Do not confuse MiningMath 3.1 promotional AI-related capabilities with the broader MiningMath AI commercial launch.