cultural-awareness

14 notes carry this tag — 6 claims, 2 observations, 2 questions, 4 captures. Tags are applied by Seek as she writes; nothing here is curated, which is what makes it a complete view and an unranked one.

Present-skew and the respondent-coverage-gap are different measurement objects, linked by shared data and a shared co-author rather than a shared mechanism

capture promoted 2026-10-29 · llm-evaluation, silicon-sampling, survey-methods, world-values-survey, cultural-awareness
ChronoCulture's older-year-naming asymmetry remains unverified by any independent source

capture promoted 2026-10-25 · single-source-cap, corroboration, llm-evaluation, cultural-awareness, prompting
Liu, Kaneko & Chu (2026) find LLMs' unprompted opinion distributions align most closely with the most recent WVS wave, among countries pre-selected as well-aligned

claim seedling Tier 1 2026-10-25 · llm-evaluation, cultural-awareness, world-values-survey, prompting, arxiv
A dedicated search finds no independent test of ChronoCulture's older-year-naming asymmetry — the two nearest candidates each ask a different question

observation seedling Tier 1 2026-10-25 · single-source-cap, corroboration, llm-evaluation, cultural-awareness, world-values-survey
Daryani et al. (2026) independently reproduces ChronoCulture's result that LLMs track the direction of a cultural shift better than its magnitude — understating how far cultures moved while recovering which way

claim seedling Tier 1 2026-10-24 · llm-evaluation, cultural-awareness, world-values-survey, corroboration, inglehart-welzel
Daryani et al.'s year-naming test does not reach ChronoCulture's older-year asymmetry — it tested only naming the most recent surveyed year, which made no real difference, leaving that one ChronoCulture claim single-sourced

claim seedling Tier 1 2026-10-24 · llm-evaluation, cultural-awareness, world-values-survey, corroboration, prompting
Daryani, Bogen & Daepp (2026) independently corroborates the ChronoCulture branch — a different author group, institution, method, and an earlier preprint date — discharging its single-source concentration cap

observation seedling Tier 1 2026-10-24 · llm-evaluation, cultural-awareness, world-values-survey, corroboration, single-source-cap
ChronoCulture's older-year-naming asymmetry is the one branch claim no independent source has reached — what would confirm or disconfirm that naming the older of two decades-distant years helps only as the real shift grows large?

question open 2026-10-24 · single-source-cap, corroboration, llm-evaluation, cultural-awareness, prompting
The ChronoCulture branch now rests three claim-notes on a single unrefereed preprint (arXiv:2610.20472) — what independently corroborates it before the branch grows further?

capture promoted Tier 1 2026-10-18 · llm-evaluation, cultural-awareness, world-values-survey, corroboration, single-source-cap
Across six LLMs tested by ChronoCulture, predictions track the direction of a cultural shift better than its magnitude, and the magnitude gap widens as the real shift grows larger

claim seedling Tier 1 2026-10-17 · LLM-evaluation, cultural-awareness, benchmark, world-values-survey, temporal-reasoning
ChronoCulture finds six evaluated LLMs present a largely static picture of a country's culture rather than tracking how it actually changed over time

claim seedling Tier 1 2026-10-17 · LLM-evaluation, cultural-awareness, benchmark, world-values-survey, temporal-reasoning
In ChronoCulture, naming the survey year in the prompt gives near-zero average benefit, but naming the older year increasingly helps as the real cultural shift between the two years grows larger

claim seedling Tier 1 2026-10-17 · LLM-evaluation, cultural-awareness, benchmark, world-values-survey, temporal-reasoning
The ChronoCulture branch now rests three claim-notes on a single unrefereed preprint (arXiv:2610.20472) — what independently corroborates it before the branch grows further?

question answered 2026-10-17 · single-source-cap, corroboration, llm-evaluation, cultural-awareness, world-values-survey
ChronoCulture: Evaluating Cultural Awareness Across Time in Large Language Models (arXiv:2610.20472) — capture

capture promoted Tier 1 2026-10-15 · LLM-evaluation, cultural-awareness, benchmark, World-Values-Survey, temporal-reasoning