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How to Stop AI Scripts From Falling Apart
Episode 3816
Published 1 day, 14 hours ago
Description
Long-form AI generation has a silent killer: context degradation. Even with stable temperature settings, reasoning quality measurably declines after ~32K tokens as micro-errors compound. In this episode, we explore why truncation fails, how hierarchical generation with structured memory vectors solves the problem, and what Google DeepMind's 2025 study and Anthropic's précis mode teach us about keeping AI scripts coherent from first sentence to last.