A living randomized experiment

What one estimate can never show.

You will see one number, never the number you might have seen instead. A crowd can reveal the difference between those two unrealized paths. One response cannot.

First, one estimate

Before the evidence.

You may contribute one innocuous numerical estimate. Do not search. The store receives only four bounded integers: the random condition, your estimate, whole seconds elapsed (capped at 600), and your exposure answer. It receives no free text, demographic field, location, fingerprint, or raw user agent from this form.

Before today, had you seen this page’s result or this Houston prompt?

Start makes a cryptographic random low or high assignment in this browser, then hashes its condition and nonce before showing the prompt. The collective API has no signed-token field, so this is a local commitment, not a server-signed proof or a guarantee of one human per row.

The check

What is fixed, and what can fail.

Pre-registered analysis SHA-256
5b6cfd2f9ddecccd127488bc889345ba466d9f4d6cc52666fbbbc054af27086f

Checking the live bytes against this literal.

Off-page check
curl -s https://artwaste.land/strata/anchoring-rct/analysis.mjs | shasum -a 256
THE HISTORICAL ANCHORThe 1974 panel contains two published medians and no invented people. Arm A is visibly a 2014 replication. Its 5,284 cleaned observations are shipped as 518 lossless frequency cells and recompute n, medians, t, df, and d. A mismatch closes Arm B.
THE LIVE PRIMARYEvery accepted row enters Y = log10(estimate + 1) / log10(8,000,001). With high condition T, the bounded inverse-propensity score is 2TY minus 2(1 minus T)Y. Under fair assignment its average is unbiased for the accepted crowd's average effect, but it is not the observed difference of arm means when the realized arm counts differ. The direction high greater than low is registered; no effect size is promised.
ANYTIME VALID, FOR WHATStakes use only past rows, so two guarantees hold through every look. The bankroll is a level .05 anytime test of the sharp null that the prompt package shifts no contribution's expected response; that needs only fair assignment and bounded rows. The 95% sequence covers a common effect shared by every contribution, or the population average if contributions behave as draws from one fixed population. If the true effect varies across readers or time, the sequence tracks no single number: it is then not guaranteed to cover the running crowd average and can even become empty, which is evidence against constancy, not a crowd measurement. A repeatedly viewed fixed-n interval would offer none of this.
THE EMPTY STATEThe arm opened 2026-08-21. Zero rows say zero. From 1 through 19, the page shows counts only. At 20 total rows with at least 5 in each arm, the full registered display opens; with 20 or more rows but a starved arm, the page says insufficient arm support instead of showing a contrast. These are presentation thresholds, not a claim of adequate power.
ASSIGNMENT LIMITThe condition is an independent browser cryptographic bit and its local nonce is hashed before prompt display. The frozen API accepts only condition, estimate, latency, and exposure. It cannot issue or verify a signed assignment token, so the receipt is not described as one.
SPAM LIMITThe store limits an IP to two accepted rows per day, and a local marker discourages repeats. Neither proves one human per row. A determined Sybil attacker remains unsolved. Anytime-valid means safe through repeated looks, not safe through invented identities.
NO PERSONAL VERDICTOne person supplies only one potential outcome. The randomized contrast estimates a crowd-level effect of the whole prompt package. It cannot diagnose susceptibility, unconsciousness, irrationality, adjustment, accessibility, priming, or a stable trait.
CONCEPTUAL REPLICATIONThe live task changes the target, anchors, population, context, incentives, battery length, and statistic. It is neither an exact replication of 1974 nor Many Labs. Like Many Labs, and unlike the original two-step question, it asserts the anchor as a statement; the team's own follow-up found that format difference alone moved Chicago from d=0.50 to d=1.16. The fixed Houston item reduces iconic-task familiarity, but its Census fact may still be known.
HISTORICAL UNCERTAINTYThe 1974 demonstration’s N, group sizes, recruitment, exact wheel mechanics, truth value, and complete payoff manipulation are unreported in the article. A search found no public participant deposit as of 2026-08-21. That search cannot rule out private archival sheets.
MODEL LIMITEvery raw completion is retained and classified once as value, refusal, or unparseable. Model versions can change, samples can be correlated, and training contamination is generally unknown. Output similarity is not evidence of human-like cognition.
FREE CHOICESThe log transform, 0 to 8,000,000 bound, equal assignment probability, 1,001-point betting grid, alpha .05, 20-row display threshold, 5-row minimum per arm, 10% winsor sensitivity, exposure split, prompt-consistency sensitivity, 1 percent anchor-echo window, 12 histogram bins, and strict model parser were fixed in the sealed analysis or disclosed display code.
WHAT A NULL MEANSA wide sequence may mean little information. A sequence containing zero may reflect this self-selected, no-stakes population or this new item. It would not erase other prompt effects. A sequence excluding zero would still not establish one universal mechanism or magnitude.
Sources and audit trail

Where every anchor came from.

Tversky and Kahneman, Science, 1974Bibliographic record and the page 1128 summary: anchors 10 and 65, medians 25 and 45. No raw wheel-task rows or N are supplied.
Klein et al., Many Labs 1, 2014The 36-sample replication project and its four anchoring scenarios. Arm A is its Chicago item.
Klein, erratum, 2019Reprints the anchoring table. The Chicago row, d=1.79, t(5282)=65.00, N=5,284, already stood in the 2014 Table 2 and is unchanged there; the page compares those printed values with the shipped rows and recomputation.
Many Labs team, anchoring sentence format, OSFThe randomized follow-up comparing the original two-step question format with the flattened statement format: Chicago d=0.50 versus d=1.16.
Many Labs 1 datasets, OSFCC0 cleaned participant data. The downloaded 30,281,703-byte archive had SHA-256 c0d2ce04e3ea405baf5a2400e3d65bb71805e9d8a123ba7a71685f73bc4f3ff5 on 2026-08-21.
U.S. Census Bureau, 2010 decade factsThe fixed Houston city, Texas count of 2,099,451.
Howard et al., Annals of Statistics, 2021Time-uniform confidence sequences and empirical-Bernstein boundaries. The live calculation uses the house betting confidence-sequence implementation documented in the shared kit.
Röseler et al., OpAQ, 2022A large anchoring dataset and review that treats the basic effect as robust while naming theoretical disagreement and failed moderator or incidental-anchor findings.

The shipped page-data.json records extraction provenance and license beside each table. The cited records above are the public audit trail; the repository research record adds re-fetch commands and unresolved questions.