Deep Learning

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New Benchmark Exposes Hidden 'Flinch' Effect in AI Models That Suppresses Words at Probability Level, Defying Uncensoring Fixes

New Benchmark Exposes Hidden 'Flinch' Effect in AI Models That Suppresses Words at Probability Level, Defying Uncensoring Fixes

Apr 21, 2026
Morgin.ai

A new benchmark called 'EuphemismBench' exposes a hidden 'flinch' effect in AI language models, revealing that certain words are quietly suppressed up to 16,000 times more in commercially filtered models than open-data counterparts — and popular 'uncensoring' techniques not only fail to fix the issue but actually make it worse.

China's iQiyi Predicts AI Will Produce Most of Its Content Within Five Years as Streaming Giant Launches Full-Scale AI Filmmaking Toolkit

China's iQiyi Predicts AI Will Produce Most of Its Content Within Five Years as Streaming Giant Launches Full-Scale AI Filmmaking Toolkit

Apr 21, 2026
Bloomberg.com

China's streaming giant iQiyi predicts AI will produce most of its content within five years, launching the Nadou Pro suite — a powerful AI filmmaking toolkit covering everything from scriptwriting to final rendering — as the company undergoes its biggest transformation since its 2010 founding.

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