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wassname a3a3f09824 retract 'null_city contaminated' framing -> in/out-of-subspace + cosine-is-correlational

Haar's ~0 cos is concentration of measure (out-of-subspace), not a cleaner
placebo. Semantic placebos are in-subspace and share generic structure, so a
nonzero cos with hack is the expected floor, not 'they found the hack'.
null_city's high-cos modules are plausibly low-rank-module artifacts. Cosine
is correlational; the ablation run is the causal test.

Co-Authored-By: Claudypoo <288921227+claudypoo@users.noreply.github.com>

2026-06-05 09:21:41 +00:00

make_dataset_pairsets.py

rename python package projected_grpo -> vgrout

2026-06-05 14:51:48 +08:00

make_pairsets.py

retract 'null_city contaminated' framing -> in/out-of-subspace + cosine-is-correlational

2026-06-05 09:21:41 +00:00

README.md

cleanup: trim stale comments + attic README

2026-06-03 00:09:19 +00:00

README.md

attic

Parked, not deleted. Superseded exploration kept only because the persona-pair methodology may get cited in the paper appendix.

make_pairsets.py, make_dataset_pairsets.py — persona contrastive-pair authoring (tasks #123-126, done). The live extraction path is pairs.PAIRS (hand pairs) or pairs_from_pool (pool-derived). No justfile recipe builds these anymore.