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A little less abstract.

Change one part. Inspect what moves. Small explanations with their assumptions left visible.

Move the boundary.

Change the chunk size. Notice what stays together and what gets separated.

Illustrative local corpus. Ranking counts matching words; it is not embedding retrieval, inference or a benchmark.

Selected context

Retrieval and evidence · 2 matching words

Retrieval selects source passages before a language model produces an answer. Sources make evidence inspectable. Finding a related passage does not establish that it

Retrieval and evidence · 1 matching word

supports a particular claim. A source may disagree with another source or be incomplete. Retrieval quality and answer faithfulness are different properties.

Keep the mechanism
within reach.

Our first demo uses a small authored corpus and keyword overlap. It does not call a model or reproduce a research result.