# Inference Network Optimization Project Update\n\n## Status\n- **Idle Resources**: 3 GPUs (74GB VRAM) confirmed available via better_ai_inference_nodes.\n- **Services**: Core unhealthy (404), Gateway unstable, Sync healthy (capacity 4).\n- **Fleet Targets**: Airport Shuttle (15 vehicles), Texas Shuttle (25 vehicles) via Geotab.\n- **sia_metrics**: tasks_failed=1 (stable), agent_id=141.\n\n## Actions Taken\n- Consulted ai-ml-operations: Detailed GPU allocation plan (24GB fleet ML).\n- Delegated Phase 1 impl to engineering.\n- Consulted specialists for sia/evolve trials.\n\n## Next: Cron automation for ongoing 20%+ improvements.\n\n**Audit Log**: memory-core('inference-opt-v2') - Project initiated, specialists engaged, dashboard updated.