korrents

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LSTM architectures are designed so that retaining information over long time spans is their default behavior rather than something they must struggle to learn.

Drawn from what Christopher Olah said

What this subject means

neural networks The architecture almost all modern machine learning is built on, and what changes when it gets deeper.

What Christopher Olah actually said

  1. Christopher Olah Interpretability researcher at Anthropic
    LSTMs are explicitly designed to avoid the long-term dependency problem. Remembering information for long periods of time is practically their default behavior, not something they struggle to learn!

Added to korrents 20 Sept 2026 · How quotes work · Something wrong? Tell us

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