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Capture the paper clarifications from issue #13#21

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HaD0Yun wants to merge 1 commit intoHumeAI:mainfrom
HaD0Yun:codex/issue-13-paper-questions-doc
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Capture the paper clarifications from issue #13#21
HaD0Yun wants to merge 1 commit intoHumeAI:mainfrom
HaD0Yun:codex/issue-13-paper-questions-doc

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@HaD0Yun HaD0Yun commented Mar 22, 2026

Summary

Addresses #13 by adding a narrow repository note for the current public status of this request.

## Problem statement
Issue #13 contains useful answers about lookahead shift, evaluation setup, and CE/KD-loss ablations, but those clarifications only live in the issue thread today.

## Root cause
The repository does not currently preserve those answers in a repository document that readers can discover without reopening the issue.

## What changed
- added `docs/issues/issue-13-paper-questions.md`
  • summarized the maintainer answers already given in the thread

  • listed the follow-up questions that still remain open in the issue

    Why this design

    This keeps the change narrow and factual: it does not invent new claims, it only preserves the maintainer's published clarifications.

    Overlap assessment

    Adjacent to the existing issue discussion itself; no overlapping open PR was found for this repository note.

    Validation

    • git diff --check --cached

    Risk / compatibility

    Low risk. Documentation-only and grounded in the existing issue thread.

    Files changed

    • docs/issues/issue-13-paper-questions.md

Adds a small paper-clarification note based on the maintainer answers already given in issue HumeAI#13.

Constraint: Keep this branch scoped to issue HumeAI#13 only
Rejected: Folding this into a multi-issue combined PR | the requested delivery shape is one PR per issue
Confidence: high
Scope-risk: narrow
Directive: Keep this note fact-limited to what the public repository and issue thread currently support
Tested: git diff --check --cached
Not-tested: Runtime feature execution for the requested capability
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