LA FORGE v9 Persona Factory: Automated Character Generation Pipeline from Natural Language Brief to Production-Ready AI NPC

Automated synaptic weight engineering system for non-player agents (NPC) through distillation of semantic briefs into behavioral datasets validated by Adversarial Gate. One natural language brief in, one production-ready GGUF out. Zero code, zero ML expertise required. Auto dataset generation (domain + behavioral + adversarial + RAS), hardware-aware model selection (GPU/CPU/RAM to 3B/7B/14B), QLoRA training, multi-stage gate certification, LACF-native anti-jailbreak. Applications: game NPCs, virtual companions, education, healthcare, enterprise, cinema. 10 claims. Scalable persona factory with LACF ethical resistance built into every character. The era of scripted NPCs is over.