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Ty Pendlebury is CNET's senior editor for TV and home audio, and author of the daily Insider newsletter. He has rigorously tested, reviewed and written about AV equipment for the company since 2006.

The model learns that hedging is a signal of lower-quality output. This creates a systematic bias toward sounding certain.