The Pixel 10 series, Pixel 9 series, Pixel 8 series, Pixel 10a, Pixel 9a, and Pixel 8a will get 7 years of Android OS upgrades and security updates. The 2023 Pixel 7a will receive three years of Android OS upgrades and five years of security updates from the date of launch, the same as older Pixels. Google has a page you can check to see exactly what month your Pixel phone will stop receiving updates. Security updates reduce the risk of malware, keep your phone bug-free, and make it more secure. Android version updates introduce new features—cosmetic and functional—that improve the OS as a whole.
"A person who is inconsistent or plays a bit hot and cold can make you feel 'I can't wait to see them again', but what's really happening is they're giving you so much anxiety and that it has you wanting more".
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This is also where the ethical concerns hit hardest, though. Facial recognition and microexpression analysis have drawn serious scrutiny for potential bias against certain demographics. Researchers have raised legitimate questions about whether AI can reliably read facial cues across different cultural backgrounds, skin tones, and physical conditions. HireVue actually stopped analyzing facial expressions back in 2021 after sustained pushback, but the broader landscape of video analysis tools still varies wildly in how they handle these signals. If you're looking at a video analysis platform, it's worth looking at what measurements have been validated across diverse populations.
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