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Diverse Coalition of Industry Leaders Launch 'Pro-Human AI Declaration' Demanding Human Control Over Rapidly Advancing AI

Diverse Coalition of Industry Leaders Launch 'Pro-Human AI Declaration' Demanding Human Control Over Rapidly Advancing AI

Mar 05, 2026
The Deep View

A sweeping coalition of tech, political, and cultural leaders — including Yoshua Bengio, Steve Bannon, and Sir Richard Branson — launches the 'Pro-Human AI Declaration,' demanding human control over AI, accountability from AI companies, and protections against power monopolies as fears grow that AI is outpacing critical safety measures.

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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