Tier 3: Context-Aware Embeddings - Semantic Command Disambiguation Guide

**Context-Aware Embeddings** enables the voice control system to understand ambiguous commands by considering the current DJ system state. When you say "play" or "sync" without specifying a deck, the system intelligently infers which deck you mean based on what's currently happening. **Benefits:** - ✅ Natural, conversational commands ("play" instead of "play left") - ✅ Context-aware disambiguation (knows which deck you mean) - ✅ Intelligent action suggestions (predicts next likely commands) - ✅ Fast heuristic matching (<5ms overhead) - ✅ No ML training required (rule-based) **What Happens:** 1. System tracks command history (last deck, last action) 2. When you give ambiguous command, system analyzes context 3. Infers which deck you mean based on priority rules 4. Resolves command automatically with high confidence 1. **Last Deck** (90% confidence) - Most recent action was on this deck - Example: After "play left", "sync" → "sync left" 2. **Cued Deck** (75% confidence) - Deck is cued and ready to play - Example: Right cued → "play" → "play right"