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The article argues that despite the hype around AI, the enduring competitive moats in consumer software are still network effects, marketplaces, and platforms, and AI products must evolve to incorporate multi-user dynamics for long-term retention.
GraphWake introduces a new threat model called Memory-Mediated Polarization Cascade, which uses agent memory and public discussions to induce group polarization in LLM-agent communities, revealing security risks for online platforms.