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Frontier models refuse to help organizers, so we built our own activist AI

This is a technical reference for engineers and researchers detailing how Outcry, an activist AI, is built. It uses four conditioning layers on a quantized small base model to fit on older phones. The layers include a frozen base, adapter, steering, and soft prompt. The exact base model is proprietary.

SourceHacker News AIAuthor: micahwhite
Frontier models refuse to help organizers, so we built our own activist AI
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Summary only

Under the source content permission, this page provides an editorial summary, key points, and a link to the original article.

Key points and analysis

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Key points

  • Outcry is an activist AI built on a small quantized base model with four conditioning layers.
  • The stack includes frozen base, adapter, steering vectors, and soft prompts.
  • The design allows updating upper layers without retraining the base.
  • The exact base model and parameters are kept proprietary.

Highlights and analysis are generated automatically and may contain errors. Check the original source.

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