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    "headline": "George Clooney Wins Golden Lion, Criticizes Trump and AI at Venice Film Festival",
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    "prose": "George Clooney received the Golden Lion award for Lifetime Achievement during the first day of the 83rd Venice Film Festival on September 2, 2026. [^1]\n\nThe authors propose ValueGraph, a graph pre-training framework that uses automatically inferred moral-value signals as noisy auxiliary signals for contextualized user representation. [^2]\n\nClooney described the current US political situation as a 'caquistocracy,' defining it as a country governed by the least qualified people. [^3]\n\nClooney stated that he is optimistic about the future despite acknowledging difficult moments in US history, such as the assassinations of John Fitzgerald Kennedy and Martin Luther King. [^4]\n\nClooney warned that the proliferation of AI-generated fake videos makes it difficult to discern truth, potentially causing people to distrust even real evidence. [^5]\n\nExperiments on stance detection and Twitter bot detection show consistent gains over strong text-based, graph-based, and text-only LLM baselines. [^6]\n\nRather than treating inferred values as gold psychological labels, ValueGraph uses them as soft constraints for representation learning. [^7]\n\nValueGraph learns semantic and structural representations from post-reply graphs and further aligns users through relative value similarity using contrastive and clustering objectives. [^8]",
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