Summary:

- The study found that AI-powered home surveillance systems can produce inconsistent outcomes, with different systems classifying the same person or activity differently.
- Researchers tested several commercially available home surveillance systems and found that they often disagreed on whether a person was present or what activity was taking place, even in the same scenario.
- The inconsistencies highlight the need for better standardization and evaluation of AI-based home surveillance technologies to ensure reliable and fair outcomes.