EmbeddingGemma 2: an open, lightweight multimodal embedding model
deepmind.google·6d ago
AI Engineering
Hacker News·Aug 17·5 min read
Flock cameras haven't improved Atlanta's crime clearance rates
TL;DR
Despite the installation of over 28,000 surveillance cameras in Atlanta, including Flock's license plate readers, crime clearance rates have not improved significantly. An analysis of FBI data reveals that the expected benefits of this extensive surveillance infrastructure are not being realized.
✦ Why It Matters
Evaluate the effectiveness of surveillance technology in your own projects before implementation.
Key Takeaways
- Analyze the impact of surveillance technology on crime rates in your area.
- Consider privacy implications when implementing surveillance systems.
- Review FBI data to assess the effectiveness of crime-solving tools.
- Engage with community concerns regarding surveillance and civil liberties.
Full Summary
Atlanta's surveillance infrastructure, which includes Flock Safety's license plate reader cameras, has grown significantly since 2017, yet FBI data shows no meaningful increase in crime clearance rates from 2021 to 2025. For instance, the homicide clearance rate dropped from 53.4% in 2021 to 48% in 2025, despite the proliferation of surveillance cameras.
The Atlanta Police Department (APD) has integrated over 10,000 cameras into its Connect Atlanta program, but this has not translated into higher clearance rates for major crimes. Critics argue that the reliance on surveillance technology has not only failed to enhance public safety but has also raised concerns about civil liberties and privacy.
The data suggests that increased surveillance does not correlate with improved crime-solving outcomes, prompting calls for a reevaluation of the city's surveillance strategy.