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research: LARQL → Q-Orca polysemantic-pipeline proposal - #50

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research-larql-q-orca-pipeline
May 2, 2026
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research: LARQL → Q-Orca polysemantic-pipeline proposal#50
jascal merged 1 commit into
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research-larql-q-orca-pipeline

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@jascal jascal commented May 2, 2026

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Summary

  • Add docs/research/proposal-larql-q-orca-polysemantic-pipeline.md, a research proposal (contributed by Grok) for an automated bridge from real-model feature dictionaries — extracted via LARQL's vindex + LQL queries — into verifiable rung-1 MPS / rung-2 HEA quantum encodings, aimed at mechanistic-interpretability experiments on production LLM weights.
  • Cross-link from README "Longer-term — research / not yet specced" alongside the quantum-predictive-coder proposal.

This is a research note, not a queued feature — no OpenSpec change yet. The proposal itself sketches the path to an add-larql-integration change if/when it's adopted, and cross-references the rung-1 MPS substrate (PR #46 / #48) it builds on.

Test plan

  • File renders cleanly (markdown lint passes locally)
  • README link target exists at the correct path
  • No code changes; CI is informational only

🤖 Generated with Claude Code

Adds `docs/research/proposal-larql-q-orca-polysemantic-pipeline.md`,
a research proposal contributed by Grok proposing an automated
bridge from real-model feature dictionaries (extracted via LARQL's
vindex + LQL queries) into verifiable rung-1 MPS / rung-2 HEA
quantum encodings, aimed at mechanistic-interpretability experiments
on production LLM weights.

This is a research note, not a queued feature — no OpenSpec change
yet. The "Status & next steps" section sketches the path to an
`add-larql-integration` change if the proposal is adopted, and the
"Connection to existing work" section cross-references the rung-1
MPS work and adjacent research notes.

Adds a 📝 entry under README "Longer-term — research / not yet
specced" alongside the quantum-predictive-coder proposal.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
@jascal
jascal merged commit 6a0ec17 into main May 2, 2026
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jascal deleted the research-larql-q-orca-pipeline branch May 2, 2026 02:22
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