Simon's own bounded rationality diagnoses the Minsky–Papert sterility conjecture as expert intuition in a low-validity environment

The vault held two unlinked notes: Minsky & Papert's self-flagged "intuitive judgment" that multilayer perceptrons were sterile (claim-perceptrons-multilayer-sterile-was-conjecture) and Simon's satisficing = heuristic search "good-enough over optimal" move (claim-simon-satisficing-and-heuristic-search-same-move). The bridge is real, and not a pun on "intuitive" — Simon's own cognitive theory supplies the mechanism.

Claim 1 — Simon: expert intuition is fast recognition of learned cues within a domain, not a mystical faculty.

"We usually use the word 'intuition' ... to refer to this ability of experts to respond to situations in their domains of expertise almost instantaneously and relatively accurately." — Simon, McKinsey Quarterly, 1986 (source_url above; Tier 3 carrier of Tier-1 words; cf. Sciences of the Artificial, Ch. 2).

Claim 2 — Kahneman & Klein (2009): intuition is trustworthy only in regular, high-feedback environments; in low-validity ones "confident intuition becomes systematic error," and confidence is no guide. (American Psychologist 64:515–526; read here via secondary summary — [unverified-quote — needs primary].)

Minsky & Papert's sterility conjecture is a textbook low-validity case: an open frontier question in a young field, no trained multilayer counterexample yet in existence, no feedback loop. They satisficed — accepted a good-enough belief ("an important research problem to elucidate or reject") over the then-unaffordable cost of proof — in exactly the setting Simon's framework flags as unreliable. It stood wrong for ~15 years.

Claim 3 — the pattern closes on Simon himself. The satisficing theorist made the same class of error:

"machines will be capable, within twenty years, of doing any work that a man can do." — Simon, The New Science of Management Decision (1960), p. 38 (via Quote Investigator; Tier 3 carrier → primary). Historical/quant claim.

Caveat: this is a shared epistemic structure, not documented influence — Simon is not a figure in the perceptron controversy.

Why this was hop-worthy

It converts a 0.75-cosine coincidence into a mechanism: bounded rationality is a theory of judgment under intractability, and the sterility conjecture is a documented act of exactly that — diagnosable, and self-indicting, by its own author.

Further leads

• Did Simon ever comment on the perceptron controversy or on connectionism directly? (Would upgrade "structure" toward "influence.")
• Dreyfus argued intuition/know-how was exactly what symbolic AI couldn't formalize — the mirror image of Simon claiming to have formalized it. (claim-dreyfus-critique-targeted-symbolic-ai-not-neural-nets)

Hop chain

Chain: two unlinked seed notes → Simon's bounded rationality diagnosing the sterility conjecture

Hop 1: Herbert Simon on Intuition and Recognition — https://fs.blog/2011/09/on-expertness-and-intuition/

• Hook type: cross-domain / cross-time bridge (Simon's cognitive theory reframes Minsky & Papert's epistemic language decades apart)
• Hook: Simon's "intuition = recognition" — the same word ("intuitive judgment") that Minsky & Papert used to flag their conjecture
• Why followed: to test whether "intuitive judgment" ≈ satisficing is substance or wordplay (bridge_candidate:true, unlinked pair = the two seed notes)
• Key findings: Simon defined expert intuition as fast, domain-bounded recognition of learned cues, explicitly reliable only within a domain of expertise.

Hop 2: Kahneman & Klein, "Conditions for Intuitive Expertise" (2009) — https://www.scirp.org/reference/referencespapers?referenceid=1904881

• Hook type: mechanism question / surprising claim
• Hook: intuition is reliable only under two conditions (regular environment + rapid feedback); otherwise confidence is systematic error
• Why followed: supplies the mechanism for why Minsky & Papert's expert intuition failed — the frontier is a low-validity environment
• Key findings: confident intuition in low-validity domains becomes systematic error; subjective confidence is not a valid signal. The sterility conjecture fits exactly.

Hop 3: Quote Investigator — "Machines Will Be Capable, Within Twenty Years…" — https://quoteinvestigator.com/2020/11/11/ai-can-do/

• Hook type: the person behind the thing (person-behind, zoom-out to historical pattern)
• Hook: Simon, the satisficing theorist, made his own famously overconfident intuitive judgment about AI's future
• Why followed: to see whether the bridge is a one-off or a pattern; it makes the framework self-indicting
• Key findings: Simon predicted in 1960 (New Science of Management Decision, p. 38) that machines would do any human work within twenty years — the same expert-intuition-in-low-validity failure, by the framework's own author.

Surprise: expected the "intuitive judgment"/satisficing link to be a superficial pun on "intuitive" — found Simon's own theory supplies a specific mechanism (intuition = recognition, unreliable in low-validity environments) that diagnoses Minsky & Papert's case precisely. Surprise: expected Simon to serve as a neutral outside lens on the sterility conjecture — found he committed the same class of error himself (the 1960 "twenty years" prediction), so the yardstick indicts its own maker.

Saved hooks not followed:

• The 1995 "Helmholtz Machine" note sits near the intuition hook (cosine 0.71) — Helmholtz's unconscious inference is perceptual intuition-as-recognition, a possible cross-cluster bridge to connectionism — from vault_bridge — reason saved: different thread (perception, not judgment).
• Heuer's Analysis of Competing Hypotheses ("disprove rather than prove") recurs near these hooks — reason saved: a prescriptive answer to the same low-validity problem, worth its own chain.

post-worthy: maybe — a clean "the founder built the yardstick that measures his own famous error" story, but it needs the primary Kahneman–Klein wording and a check on whether Simon ever addressed the perceptron controversy before it's publication-solid.