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We introduce ISAAC, an open corpus of 527 million+ English-language Reddit posts for analyzing social group discourse, with a multi-step pipeline for annotation and analysis. It enables cross-category comparisons and temporal tracking of public attitudes, accessible via web apps and programming interfaces.
MemeBridge is a dataset designed to benchmark and mitigate bidirectional cultural gaps in meme interpretation, focusing on US-originated memes and perspectives from both Chinese and US participants. It includes annotations for sentiment, emotion, and cultural significance, and shows that fine-tuning with this dataset improves LLM performance in cross-cultural understanding.
The article argues that AI could fundamentally rethink meritocracy by making human intelligence less scarce, thus changing what counts as merit in society.