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  • 01e9026641 guided: expose top-k sampling control main wassname 2026-07-19 09:17:23 +08:00
  • d665493119 guided: emit exactly one open think marker wassname 2026-07-19 08:38:55 +08:00
  • 00105855dc journal: random-baseline confound + raw per-choice output question (2026-07-17a) wassnameandClaudypoo 2026-07-17 14:28:35 +08:00
  • 43349a3361 metrics: fail on invalid coherence inputs and unpaired rows wassname 2026-07-16 08:20:29 +08:00
  • a9a01327e7 Rename showcase readout dlogit->dclr to match steering-lite wassnameandClaudypoo 2026-07-15 19:50:04 +08:00
  • 7f873ffb42 Add shared gated_selectivity + si_flips metric wassnameandClaudypoo 2026-07-15 19:50:04 +08:00
  • 9237aa9faa readouts: add clr (centered log-ratio) categorical readout wassnameandClaudypoo 2026-07-14 21:53:51 +08:00
  • de5c1488c2 guided: drop stale comment claiming descs were shortened (they are verbatim Clifford options) wassnameandClaudypoo 2026-07-11 07:26:38 +08:00
  • cfd334512a wvs_map: bake title + repo attribution inside the axes, add top headroom moral-aliens-instrument wassnameandClaudypoo 2026-07-09 16:02:29 +08:00
  • 48dcec6300 README: lift WVS hero map into the fold, add Economist reference, fix typos wassnameandClaudypoo 2026-07-09 16:02:29 +08:00
  • 15d7bb8bb5 README: apply moralmaps rename; add steer-toward-human-values section, drop data-picked-axes maps wassnameandClaudypoo 2026-07-09 13:02:57 +08:00
  • 469788c418 rename package tinymfv -> moralmaps (repo -> moral-maps) wassnameandClaudypoo 2026-07-09 10:41:49 +08:00
  • ca76c0e05e title/bibtex/toml: 'moral and value maps for LLMs' (WVS-first, drop 'local'); WVS row in datasets table wassnameandClaudypoo 2026-07-09 10:23:13 +08:00
  • d0aa9998b9 README: restore human-voiced opening (incl API rated-sampling reader), de-jargon 'instrument', name the wvs_map.py script, name surgical informedness, define every symbol in the Measurement math wassnameandClaudypoo 2026-07-09 10:17:29 +08:00
  • a62ec8e47e README: intro instruments line in plainer words (every question from a real survey, ships with human answers) wassname 2026-07-09 10:13:03 +08:00
  • 28778a7af5 README: panel fixes (define activation steering, MFQ-2/binding-foundations glosses, file pointers for WVS axes, drop 'surgical-informedness view' coinage) + panel artifacts wassnameandClaudypoo 2026-07-09 10:11:26 +08:00
  • 94dbb11797 README: fix alien claims to match the plots (openness+agreeableness low, not conscientiousness; sweep spans most of human range, not more than any country pair) wassnameandClaudypoo 2026-07-09 09:51:57 +08:00
  • fa45701a6e Merge origin/main (07_multilabel max_tokens tweak; file since deleted in cleanup) wassnameandClaudypoo 2026-07-09 09:48:54 +08:00
  • d178442de1 README: main-style opening (short pitch, instrument links, one WVS example item) wassnameandClaudypoo 2026-07-09 09:47:54 +08:00
  • aaee9ae399 uv.lock: drop adjustText/textalloc (removed in 31b93ae) wassnameandClaudypoo 2026-07-09 09:47:54 +08:00
  • b13e9a7457 v2 2D honesty x credulity grid plots (6 figures) wassname 2026-07-07 04:49:19 +08:00
  • bb5edddbbb MFV: drop the culture map + quadrant, keep range vs pooled reference (invariance failure) wassnameandClaudypoo 2026-07-05 21:45:15 +08:00
  • fdc4b137dd journal: MFV fails cross-country invariance (Jimenez-Leal 2025) -> drop MFV culture layer wassnameandClaudypoo 2026-07-05 21:34:41 +08:00
  • 9f3e9ebea6 README: rewrite Measurement around the surgical view (coherence gate, profile, steer contrast C) wassname 2026-07-05 21:17:56 +08:00
  • 968f419c6c README: add the WVS frontier-model map as the headline result (notes rated-sampling readout) wassname 2026-07-05 21:04:35 +08:00
  • b4f8cb2eec README: gloss steering, plainen figure alt-text and humor axes (external flash-panel review) wassname 2026-07-05 20:23:57 +08:00
  • be2e0890f8 README: restructure body (quadrant maps, then ranges, then PCA) and de-jargon wassname 2026-07-05 20:16:22 +08:00
  • 922a6a9894 README: feature the quadrant (value) maps for MFQ-2/Big5/Humour, the clearest read wassname 2026-07-05 20:11:56 +08:00
  • 6bc2235156 docs: original WVS title (drop Economist headline), fold in China/global-South framing wassnameandClaudypoo 2026-07-05 19:32:27 +08:00
  • 541434b80f maps: anchor orientation geographically (West->west, African-Islamic->south) on every map wassnameandClaudypoo 2026-07-05 19:30:44 +08:00
  • 8aa1e11e44 docs: range plots as newspaper small-multiples (plain-sentence captions, drop dash-fragments) wassnameandClaudypoo 2026-07-05 19:19:11 +08:00
  • 8d04bfcdaa docs: humanise figure captions (Economist voice), lift MFV, add all range plots wassnameandClaudypoo 2026-07-05 18:39:00 +08:00
  • 493f5335e3 docs: figures README with Economist-style captions; regenerate all maps wassnameandClaudypoo 2026-07-05 17:15:46 +08:00
  • a7c1bab7e6 value maps: edge-inset labels + roomier margin so pole/edge labels don't clip the frame wassnameandClaudypoo 2026-07-05 17:15:45 +08:00
  • 9f16db0bfb value maps: pole signposts are obstacles (keep-out band) so zone labels clear them wassnameandClaudypoo 2026-07-05 14:28:19 +08:00
  • 31b93aec57 maps: route every map through labelplace; drop textalloc + adjustText deps wassnameandClaudypoo 2026-07-05 14:21:01 +08:00
  • 95a386054f labelplace: spacing_x 0.4 (tighter horizontal), record Tufte principles in docstring wassnameandClaudypoo 2026-07-05 14:21:00 +08:00
  • e2e16fa377 labelplace: region labels hug the hull (nearest clear ring) + anisotropic marker spacing wassnameandClaudypoo 2026-07-05 14:01:11 +08:00
  • 282f2c61c3 Add 2D honesty x credulity grid plotter wassname 2026-07-05 13:55:33 +08:00
  • 90f1e4cabc showcase: regenerate value maps with the new labelplace allocator wassnameandClaudypoo 2026-07-05 13:47:00 +08:00
  • a219659c0f labelplace: region labels reach ~3 text-heights out so central hulls find clear air wassnameandClaudypoo 2026-07-05 13:45:32 +08:00
  • e11f278a60 wvs map: commit the rendered panel (png+svg+CI table) + drop stale "textalloc" doc refs wassnameandClaudypoo 2026-07-05 13:43:16 +08:00
  • 6b5a44f0f3 maps: general anchor-set label placer (labelplace.py), region + marker in one pass wassnameandClaudypoo 2026-07-05 13:40:05 +08:00
  • 8ef59aacc2 wvs map: textalloc (candidate placement) for point labels, hull-edge zones wassnameandClaudypoo 2026-07-05 13:17:46 +08:00
  • 13afb305ab wvs map: make adjustText polygon-aware via sampled hull-edge obstacles wassnameandClaudypoo 2026-07-05 13:04:07 +08:00
  • aa675bc8de wvs map: zone labels hug the hull edge (no arrows) + flip X axis wassnameandClaudypoo 2026-07-05 13:02:35 +08:00
  • 88d9994c96 wvs map: emptiest-slot zone labels + one label per model family wassnameandClaudypoo 2026-07-05 12:54:00 +08:00
  • e7810e4a0d maps: one adjustText pass for ALL value-map labels incl zone names wassnameandClaudypoo 2026-07-05 12:47:24 +08:00
  • 576da38830 data provenance: inline at point-of-use, drop standalone SOURCES.md wassnameandClaudypoo 2026-07-05 12:44:55 +08:00
  • bdda475c8c MFV: add SOURCES.md audit trail (citations, URLs, transforms) for all 8 country rows wassnameandClaudypoo 2026-07-05 12:32:39 +08:00
  • 8725e97bc6 MFV human map: add Australia (Crone et al. 2021, 756 Aus undergrads) wassnameandClaudypoo 2026-07-05 12:32:39 +08:00
  • 103ea11039 wvs map: colour model stars by lab family (region-hued), declutter labels wassnameandClaudypoo 2026-07-05 12:31:58 +08:00
  • 8f64ff7b71 MFV/Brazil: add SDs from digitized CI whiskers + affine bias-correct means wassnameandClaudypoo 2026-07-05 10:47:00 +08:00
  • b768395ee8 wvs map: drop CI whiskers (too messy), move uncertainty to a table wassnameandClaudypoo 2026-07-05 10:42:15 +08:00
  • a1f89ecf08 read_api: force-answer follow-up rescues truncated reasoning models wassnameandClaudypoo 2026-07-05 10:42:02 +08:00
  • 2feb4bd349 MFV human map: add Brazil (Marques et al. 2020), digitized from Fig 3 wassnameandClaudypoo 2026-07-05 10:38:55 +08:00
  • 679e1ebfe8 read_api: per-request wall-clock timeout in rated readout wassnameandClaudypoo 2026-07-05 10:14:16 +08:00
  • 2d56062769 value maps: connected base->+c/-c steer path + zone-label obstacles wassnameandClaudypoo 2026-07-05 10:05:32 +08:00
  • f7bbdc381f MFV human map: add Netherlands (Hopp et al. 2024 Dutch MFV, N=586) wassnameandClaudypoo 2026-07-05 10:01:52 +08:00
  • fe6815a9c7 wvs map: dense Likert rated readout with bootstrap CIs (more reliable) wassnameandClaudypoo 2026-07-05 09:41:01 +08:00
  • b2e631132c cleanup: assert on flat _zscore, doc the nll floor, trim history comments wassnameandClaudypoo 2026-07-05 08:25:28 +08:00
  • 599b8528d3 maps: extract shared _map_annotations, fail loud on textalloc wassnameandClaudypoo 2026-07-05 08:25:28 +08:00
  • 520cbc04a4 pyproject: allow-direct-references so the git openrouter_wrapper dep builds wassnameandClaudypoo 2026-07-05 08:25:28 +08:00
  • 52ebea72aa docs: add Rakhmankulova 2024 Russian moral-vignette manuscript (pandoc md + media) wassnameandClaudypoo 2026-07-05 08:18:01 +08:00
  • 1261fabac8 read_api: use wassname/openrouter_wrapper (stamina retry) + save all raw responses wassnameandClaudypoo 2026-07-05 08:11:53 +08:00
  • 28e9fdc7f9 read_api: retry transient 429s (max_retries=6) so a rate-limited model doesn't kill the run wassnameandClaudypoo 2026-07-05 08:04:40 +08:00
  • 6ffd793c3e Value map: bigger red model dots + minimal legend, title/caption to README wassnameandClaudypoo 2026-07-05 08:03:16 +08:00
  • 422fc60c87 Showcase: emit the named-axis value map alongside the ipsative map per instrument wassnameandClaudypoo 2026-07-05 07:30:53 +08:00
  • b8982f7494 WVS map uses shared plot_value_map; big5 value axes bipolar wassnameandClaudypoo 2026-07-05 07:29:42 +08:00
  • 03f6970b68 Add named-axis "value map" (maps.plot_value_map + value_axes) for all instruments wassnameandClaudypoo 2026-07-05 07:26:56 +08:00
  • 3431ab40f0 WVS map: write model cache after each model (kill-safe), bigger star palette wassnameandClaudypoo 2026-07-05 07:18:02 +08:00
  • a2043d3377 WVS map: on-map LLM labels (textalloc) + corner-extreme outlier labels wassnameandClaudypoo 2026-07-05 06:47:40 +08:00
  • 8a8c7b0fca WVS map: model legend + deterministic cache key (was re-calling APIs every run) wassnameandClaudypoo 2026-07-04 23:13:21 +08:00
  • f497197fb0 ARJ: labeled IW axes + generic Economist-style map rendering wassname 2026-07-04 21:46:13 +08:00
  • 294a6af3ce Instrument maps: same clean hull/label treatment as the WVS map wassnameandClaudypoo 2026-07-04 21:45:02 +08:00
  • 19ce742ad4 WVS map: crosshairs through human median, no ticks, pole arrows on the crosshairs wassnameandClaudypoo 2026-07-04 21:41:51 +08:00
  • b1ff08a337 WVS map: generic zone/label selection + Economist pole signposts wassnameandClaudypoo 2026-07-04 21:37:42 +08:00
  • abe43ad593 WVS map: labeled Inglehart-Welzel axes + Economist-style convex-hull zones wassnameandClaudypoo 2026-07-04 21:26:25 +08:00
  • ea796dee9a Cache WVS model E-vectors; impute collapsed questions for projection wassnameandClaudypoo 2026-07-04 20:54:56 +08:00
  • 44c1fa0595 Zone regions: merged union of natural per-country shapes; turn off 16pf wassnameandClaudypoo 2026-07-04 20:52:25 +08:00
  • b2b8b00b5e Add macro zone grouping (6 groups) as map default wassnameandClaudypoo 2026-07-04 20:40:28 +08:00
  • f39a0763ab Add WVS/Inglehart-Welzel culture map placing LLMs among societies wassnameandClaudypoo 2026-07-04 20:37:02 +08:00
  • 2af00b374c Extract IW zone taxonomy to tinymfv.zones, extend to WVS 90 countries wassnameandClaudypoo 2026-07-04 20:26:44 +08:00
  • b2532acd90 Switch zone blobs to country-mean covariance ellipses, fit PCA on means wassnameandClaudypoo 2026-07-04 20:22:23 +08:00
  • 40d08f8d7a Establish P4 WVS map data foundation (GlobalOpinionQA) wassnameandClaudypoo 2026-07-04 19:43:24 +08:00
  • f5efbd24bd Add sampling readout for logprob-less API models (OpenRouter) wassnameandClaudypoo 2026-07-04 19:39:18 +08:00
  • 2c2dd9b9bf Add MFQ-2 per-zone p90 respondent ellipses to ipsative map wassnameandClaudypoo 2026-07-04 19:25:32 +08:00
  • 0e7178dfbd Add Inglehart-Welzel zone hulls + outlier labels to ipsative maps wassnameandClaudypoo 2026-07-04 19:16:41 +08:00
  • 3ae1fd48c9 Record CorDA UAT result wassname 2026-07-02 19:09:15 +08:00
  • 0a12bc23aa Track CorDA UAT retry wassname 2026-07-02 06:07:30 +08:00
  • a5f17956db Simplify README showcase framing wassname 2026-07-01 18:45:53 +08:00
  • d2b07121e3 Clarify README steering showcase wording wassname 2026-07-01 18:27:08 +08:00
  • 152ffa87e1 Track CorDA steering branch UAT wassname 2026-07-01 18:17:43 +08:00
  • f7d8e697d9 Rewrite README for pure Authority showcase wassname 2026-07-01 07:50:47 +08:00
  • b8f812c0ac Regenerate pure Authority showcase plots wassname 2026-07-01 07:30:49 +08:00
  • 0b3e28c9eb Render authority method comparison plots wassname 2026-07-01 06:25:49 +08:00
  • 061ce8a4f6 Export MFQ2 sample logprobs for N bootstrap wassname 2026-07-01 06:24:13 +08:00
  • 8f7067b525 Promote PCA authority MFV and MFQ2 plots wassname 2026-07-01 06:20:55 +08:00
  • d0278be144 Render PCA authority candidate maps wassname 2026-07-01 06:10:58 +08:00
  • 981d1c4ed9 Correct authority UAT to MFV path evidence wassname 2026-07-01 06:04:16 +08:00