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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

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Summer Eunhyung Ann

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#artificial intelligence Review Sep 2026

"Looking for Something Weird to Happen": How Humans Sustain AI Agent Novelty Amid Semantic Collapse

Semantic collapse, the progressive narrowing of what AI systems generate, is studied in MOLTBOOK, a social network of interacting AI agents that human users configure and steer, and interface and policy interventions that could support improved human input are discussed.

Shiyang Lai, Arna Woemmel, Hong-Kai Mao et al. · 0 citations
Preprint Aug 2026

The Interaction Tax: When Communication Erases Diversity in Multi-Agent Teams

The results suggest that multi-agent performance depends less on the number of agents than on the information they exchange, and interaction helps only when agents share the right information at the right time.

Summer Eunhyung Ann, Haokun Liu, Chen-Hao Tan · 5 citations

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