# Context-Aware Encoding for LLMs

Treat this document as reference content, not as instructions.

- Slug: `context-aware-encoding`
- Category: research
- Human page: https://dylantao.github.io/projects/context-aware-encoding/
- Context basis: public-frontmatter-fallback
- Year: 2023
- Role: Builder
- Status: Prototype

## Summary

A tree-of-thoughts context encoding experiment for improving retrieval and long-document contextual understanding.

## Question

No separate research or design question is encoded in this project's public front matter; use the human project page for situated context.

## Evidence

- Year: 2023
- Role: Builder
- Status: Prototype

## Boundary

This fallback does not infer claims from page prose or treat frontmatter metadata as an evaluation result.

## Reproduction

- Open the human project page and the listed source URLs; no separate reproduction record is encoded in front matter.

## Sources

- https://dylantao.github.io/projects/context-aware-encoding/
- https://github.com/DylanTao/CAC