Future Roadmap - StoryCore Engine v3.1+

Reflecting the successful integration of Hybrid Inference, Voice Cloning v2, and GPU Telemetry (v3.1).

✅ 1. Recently Implemented (March 2026)

Voice Cloning v2: Integrated Qwen2.5-Audio for zero-shot synthesis with emotional preservation.
Hybrid Inference Engine: Automatic CPU offloading for audio/text tasks to save 4GB+ VRAM per session.
GPU Telemetry & Health Score: Real-time monitoring of VRAM, temperature, and performance bottlenecks.
Multi-Pass Super-Resolution: Iterative 4x-8x upscaling logic for cinematic fidelity.

Distributed Render Farm: Orchestrate ComfyUI nodes across multiple machines for extreme parallel video generation.
** Vision Integration**: Real-time visual analysis of generated frames to automatically detect and correct visual artifacts.
Temporal Stabilization v2: Implement 60fps frame interpolation and consistent temporal smoothing for AI-generated video.
Infrastructure as Code (IaC): Kubernetes Helm charts for distributed production orchestration.

Lore Graph RAG v3: Deep narrative consistency checking using recursive reasoning (RLM) across 100k+ word scripts.
Carbon Footprint Tracking: Monitor energy usage per generation to optimize for sustainability alongside performance.
Predictive VRAM Guard: AI-driven prediction of memory peaks before generation starts to prevent OOM.

Direct Storyboard-to-Timeline: Seamless drag-and-drop from the AI Storyboard directly into the EditForge timeline with auto-assembly.
Physics-Aware Audio: Dynamic spatialization based on 3D scene depth maps generated during the video pass.

Maintained by: StoryCore-Engine Team
Last Updated: March 26, 2026 (Post-Integration v3.1)