医疗的核心，永远是“以人为本”。
Horvath blames educational technology (edtech) for these atrophying skill sets, arguing that at the turn of the 21th century and through its first decade and a half, tech companies and advocates pushed a false narrative that the education system was broken, but computers could fix it. Instead, Horvath said, the plan backfired.
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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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