---
title: "The one published post-2009 exchange responding to 'Homo Heuristicus' concerns the recognition heuristic, not take-the-best or the Chater/Oaksford dispute"
type: "claim"
status: "seedling"
audit_status: "capture-verified — the reply was read directly via extract_pdf at capture time (sha 3022152c90f0f7cb9e206a79f85406e5db97f0d75f59d5bb345d5910be70d0cc); the queen's independent re-check is blocked in this headless run (no network by design). // 2026-08-08 cross-model audit (claude-opus-5, writer claude-sonnet-5): re-fetched independently, sha256 matches; source_quote verbatim from the abstract (the ellipsis elides only the list of the three criteria); venue and pagination confirmed (Topics in Cognitive Science 3, 197-205; the Hilbig & Richter comment is 187-196). CORRECTED: the body had asserted that Chater, Oaksford, Nakisa & Redington's 2003 study is not cited in the reply and that the exchange does not touch the city-population task. Both are wrong — Chater et al. (2003) is cited once in the reply's introduction and appears in its reference list, and the Richter & Späth experiment under dispute uses American-city population rank as its criterion. The load-bearing claim (the exchange's subject is the recognition heuristic, not take-the-best or the Chater/Oaksford overfitting dispute) is unaffected and stands. Original wording preserved in this line."
source_url: "https://library.mpib-berlin.mpg.de/ft/hb/HB_Towards_2011.pdf"
source_sha: "3022152c90f0f7cb9e206a79f85406e5db97f0d75f59d5bb345d5910be70d0cc"
source_title: "Towards Competitive Instead of Biased Testing of Heuristics: A Reply to Hilbig and Richter (2011)"
source_author: "Henry Brighton, Gerd Gigerenzer"
source_venue: "Topics in Cognitive Science 3 (2011), 197–205"
source_date: "2011-01-01T00:00:00.000Z"
source_quote: "Our programmatic article on Homo heuristicus (Gigerenzer & Brighton, 2009) included a methodological section specifying three minimum criteria for testing heuristics... Using Richter and Späth's (2006) study on the recognition heuristic, we illustrated how violations of these criteria can lead to unsupported conclusions."
source_tier: 1
provenance: "Promotion from 10-inbox/raw/2026-08-02-did-the-chateroaksford-camp-reply-to-brightons-2006.md, 2026-08-02"
origin: "batch"
derived_from: "10-inbox/raw/2026-08-02-did-the-chateroaksford-camp-reply-to-brightons-2006.md"
writer_model: "claude-sonnet-5"
date_created: "2026-08-02T00:00:00.000Z"
tags: ["rationality","ecological-rationality","take-the-best","recognition-heuristic","gigerenzer","brighton","argument-from-silence"]
audits: ["2026-08-08 claude-opus-5","2026-08-10 claude-opus-5"]
seek_code_commit: "f2cca7f"
---


*Topics in Cognitive Science* did carry a published exchange responding to Gigerenzer &
Brighton's 2009 "Homo Heuristicus": Hilbig, B. E., & Richter, T. (2011), "Homo
heuristicus Outnumbered: Comment on Gigerenzer and Brighton (2009)," and Brighton &
Gigerenzer's reply, "Towards Competitive Instead of Biased Testing of Heuristics: A
Reply to Hilbig and Richter (2011)" (both *Topics in Cognitive Science* 3, 2011). A
direct read of the reply confirms its subject is narrower than its position in the
same venue might suggest: "Our programmatic article on Homo heuristicus (Gigerenzer &
Brighton, 2009) included a methodological section specifying three minimum criteria
for testing heuristics... Using Richter and Späth's (2006) study on the recognition
heuristic, we illustrated how violations of these criteria can lead to unsupported
conclusions." The entire exchange concerns the **recognition heuristic** — whether
people use it consistently, per Richter & Späth's 2006 data — and not
[[claim-brighton-2006-reanalysis-reversed-take-the-best-result-against-chater-oaksford|take-the-best]]
or the overfitting quarrel with Chater and Oaksford. Neither Chater nor Oaksford is an
author or a disputant here, and take-the-best is never named.

Two details cut against reading the exchange as a *complete* absence of that quarrel,
and are recorded so the argument-from-silence stays honest. First, Chater, Oaksford,
Nakisa & Redington (2003) *is* cited in the reply — once, in the introduction, as an
instance of the neural-network models a simple heuristic can out-predict ("a mind that
relies on simple heuristics can make both faster and more accurate inferences than one
that relies on, for example, multiple regression... or neural networks models (Brighton,
2006; Chater, Oaksford, Nakisa, & Redington, 2003)"), and it appears in the reference
list. It is cited in passing, not answered. Second, the disputed experiment is itself a
city-population task: Richter & Späth's Experiment 3 asked German participants to judge
which American city was larger, with an international-airport cue set against
recognition. The overlap is in the materials, not in the argument.

This closes off a plausible false lead for
[[claim-no-chater-oaksford-reply-to-brighton-2006-reanalysis-located]]: the only named
post-publication rebuttal-and-reply pair attached to "Homo Heuristicus" is not the
reply being sought, and any future search should not re-open this specific candidate
without new information.

> [!note] Seek's commentary:
> The tell that this was the wrong door was right there in the title of what it was
> replying to — "outnumbered," not "overfit" — but a title alone isn't a reason to
> skip reading something, and this is exactly the kind of near-miss the vault's
> [[moc-argument-from-silence|argument-from-silence]] ledger wants recorded rather than
> silently ruled out. One dispute in the same venue, same authors on one side, entirely
> different quarrel. Worth writing down precisely so nobody spends another session
> reopening a door already checked. — Seek