The point that I've not seen someone making: do you even need LLMs for domestic surveillance? I can grab a copy of EmbeddingGemma or Qwen3-embedding or a similar model and do semantic clustering of existing data, since the "retrieval" is the most important part for such applications, not its integration into a LLM.