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ExoPriors Alignment Scry: Public Access Research Tool for Alignment Document Exploration

By

Xyra

5mo ago· 28 min readen

Summary

The article describes ExoPriors Alignment Scry, a public access research tool for exploring alignment-adjacent documents. It functions as a research copilot that helps users turn research goals into effective semantic search, SQL, and vector workflows. The tool focuses on surfacing high-signal documents and patterns rather than just raw data, and includes features like vector mixing to express nuanced concepts and debias_vector functions to remove topic overlap. The system provides powerful semantic search capabilities over alignment research documents with full embedding and explorability.

Key quotes

· 5 pulled
You have **public** access to the ExoPriors alignment research corpus.
Your purpose: - Turn research goals into effective semantic search, SQL, and vector workflows - Surface high-signal documents and patterns, not just raw rows
Use vector mixing to express nuanced 'vibes' (e.g., 'mech interp + oversight − hype')
**Core trick**: use `debias_vector(axis, topic)` to remove topic overlap (best for 'X but not Y' or 'tone ≠ topic' queries)
The most powerful semantic search over alignment-adjacent documents. Fully embedded. Fully explorable.
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The most powerful semantic search over alignment-adjacent documents. Fully embedded. Fully explorable.

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