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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.

Adobe Showcases 7 AI Experiments at Summit as Internal Submissions Surge from 150 to 500+

Adobe Showcases 7 AI Experiments at Summit as Internal Submissions Surge from 150 to 500+

Apr 21, 2026
The Deep View

Adobe's annual 'Sneaks' event at Adobe Summit is spotlighting seven bold AI experiments this year, chosen from a record-breaking 500+ internal submissions — more than triple last year's 150 — signaling a massive internal surge in AI-driven innovation, including tools that help marketers generate on-brand visuals and video variations for …

Vercel Confirms Security Breach as ShinyHunters Claims to Sell Stolen Data and Demands $2 Million Ransom

Vercel Confirms Security Breach as ShinyHunters Claims to Sell Stolen Data and Demands $2 Million Ransom

Apr 21, 2026
BleepingComputer

Vercel confirms a security breach after attackers compromise an employee's Google Workspace account via third-party AI platform Context.ai, exposing internal systems and unencrypted environment variables, while threat actor ShinyHunters claims to be selling stolen data — including source code, API tokens, and records on 580 employees — and demanding a …

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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