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AI-Generated Fake Images and 'Shallowfakes' Flood Social Media Amid Iran Conflict, Blurring Reality for Millions

AI-Generated Fake Images and 'Shallowfakes' Flood Social Media Amid Iran Conflict, Blurring Reality for Millions

Mar 09, 2026
Rolling Stone

AI-generated fake images and 'shallowfakes' are flooding social media amid the Iran conflict, with millions unknowingly spreading misinformation as manipulated visuals — including fabricated explosion photos and satellite imagery — blur reality, while experts warn the erosion of trust in visual media poses serious humanitarian risks.

New RL4HS Framework Outperforms Existing Models in Detecting Hallucinated Spans in AI-Generated Text

New RL4HS Framework Outperforms Existing Models in Detecting Hallucinated Spans in AI-Generated Text

Mar 05, 2026
Apple Machine Learning Research

A new reinforcement learning framework called RL4HS is outperforming existing AI models in detecting hallucinated spans in large language model outputs, using Group Relative Policy Optimization and a novel Class-Aware Policy Optimization technique to deliver superior results across summarization, question answering, and data-to-text tasks.

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