Apple’s AI Siri and Home Hub Leak
Apple is reportedly preparing a new generative-AI-powered Siri for September, possibly alongside a dedicated home hub. The update could expand Apple’s role in smart-home interfaces and device control.
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Should Rare Classes Become an “Other” Category?
A Reddit discussion examines the risks of grouping underrepresented classes into a catch-all category in multiclass classification. It questions whether heterogeneous labels distort decision boundaries and whether rare classes should instead be handled through out-of-distribution detection or excluded from training.
Wang Xingxing: China’s Quadruped Robot Pioneer
The profile presents Wang Xingxing as an unconventional technology entrepreneur and a prominent advocate of quadruped robots in China. It focuses on his outlier identity and role in advancing public attention toward four-legged robotic systems.