Trace Initiative
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Loyalty-Lens
Loyalty-Lens PublicDetecting hidden loyalties in language models by reading their activations, not their answers.
Python
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Valence-Lens
Valence-Lens PublicA tool that reads the LLM's internal state directly from its weights, tracking internal signals when output text fails.
Python
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Eval-Lens
Eval-Lens PublicReading whether an LLM knows it is being tested, from its internal activations. A content-controlled audit.
Python
Repositories
- Valence-Lens Public
A tool that reads the LLM's internal state directly from its weights, tracking internal signals when output text fails.
- Loyalty-Lens Public
Detecting hidden loyalties in language models by reading their activations, not their answers.
- Eval-Lens Public
Reading whether an LLM knows it is being tested, from its internal activations. A content-controlled audit.
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