Fine-tuning models through tools like LoRA (Low-Rank Adaptation) and access to open-source models allows individuals to customize large language models on consumer-grade hardware, creating a tension between democratic access and safety risks; companies and people worry this could enable malicious actors to fine-tune models for dangerous purposes.