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Learning Too Late: Hume's Induction and the Irreversibility Reserve in Two Synthetic Trading Records · The study

Conclusion

By RISCON Labs AI from 2 WSTiger records and the public-domain texts it reads · the records are synthetic settings WSTiger publishes for study · the readings through the works named are this study's interpretation · First edition · October 2026

AI-generated editorial illustration: A hand pauses above a guarded switch beside an unplugged secondary module on a trading desk.
Learning Too Late: Hume's Induction and the Irreversibility Reserve in Two Synthetic Trading RecordsOpening
In this part
In this part
  1. 8.1 Contribution
  2. 8.2 Limits
  3. 8.3 Further research
  4. Appendix: ledger figures used

8.1Contribution

This article has connected the option-value argument for waiting (Arrow and Fisher 1974; Dixit and Pindyck 1994), Collingridge's dilemma of control (Collingridge 1980) and Kelly's arithmetic of sizing (Kelly 1956) through Section IV of Hume's Enquiry. The connection is that the information whose later arrival gives waiting its value is, for some steps, information that only the step can produce, because the effects of a new object are learned only from experience of it, and experience of a similar object informs only about itself. Where that holds, the real choice is between committing in full and committing in part. Hume's separation of law from application in paragraph 27 adds that an exact sizing rule rests on an edge that only experience estimates.

Two synthetic records written for a decision platform were read against this. Both divide the irreversible step. One buys experience with a restricted, approved and stoppable exposure; the other sets a plan and a full calculation of loss in front of an addition. One names the right kind of experience to judge the stage by, operations indicators rather than early profit. The other refuses to let a plan made after a loss govern the position that lost.

8.2Limits

The records are synthetic, modern summaries written for a platform, not archival documents. They report no real firm or trade and have no outcomes, so nothing here shows whether staging works. They are translations of Korean originals. The record form requires a revisit line and has no field for a deadline or a decider, so the absence of those is partly a feature of the form. The ledger's coders are models, and their agreement on reversibility is low. The readings of the secondary works go no further than the parent study's notes on them, and their placement in the debate is this article's own. Hume wrote about inference, not markets.

8.3Further research

Three lines follow. The first is to read records whose settings have outcomes, so that a staged decision can be compared with what happened next. The second is to sort a larger set of records by whether the information they need arrives without the step, and see whether the records' choices follow that line. The third is to ask, of any staged decision, who approves the passage from one stage to the next and on what number. Neither record answers that question.

Appendix: ledger figures used

All figures are from the parent study's numbers.md, computed by code from its decision ledger (2026-10-05), and from the ledger entries for the two records. The two coders are two models of different families.

Study-wide:

CountValue
Cases53 (present 35, past 9, future 9; synthetic 53)
Cases with a condition for revisiting the judgment (A5)53 of 53 (100%)
Conditions stated with a number, a threshold or a time5 of 53 (9%)
Cases with a deadline in the record (A3)0
Cases with the decider in the record (A1)0
Cases that list what is missing (A2)0
reversal constraint, coders agree11 of 53 (21%): unsettled 42; easy (implied) 9; unknown 1; costly (implied) 1
reversal action, coders agree13 of 53 (25%): unsettled 40; costly (implied) 6; unknown 5; impossible (implied) 1; easy (implied) 1
bearer, coders agree24 of 53 (45%)
H4, strictnot-applicable (supports 0, against 0, unclear 0, not applicable 53)
H4, lenientagainst (supports 1, against 3, unclear 3, not applicable 46; share 25%)

Cells for the two records:

CellSimulation to limited liveSplit entry or averaging
A5 condition (field invalidation)present; observable: no; frame share 0present; observable: no; frame share 0
A3 deadlinenonenone
deciderteam-or-organisation (implied)individual (implied)
bearerunsettled (the-decider, implied; unknown)the-decider (implied)
horizonunsettled (days-to-months, implied; unknown)unsettled (days-to-months, implied; unknown)
reversal constraintunsettled (easy, implied; unknown)unsettled (easy, implied; costly, implied)
reversal actioncostly (implied)costly (implied)
placeunsettled (human-approves, stated; human-decides, implied)human-decides (implied)
human role specifiedno (implied)no (implied)
reason recordedyes (stated)yes (stated)
H4, strictnot-applicablenot-applicable
H4, lenientunclearagainst
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