COLLECTION 02 · INTELLECTUAL SOURCES
Books that help sharpen judgement, test reasoning and expose the hidden mechanics of a decision.
FIRST AUTHOR · DECISION UNDER UNCERTAINTY
Annie Duke provides the first reading cycle: how to assess a decision when the outcome is uncertain, and how to know when persistence has stopped serving the objective.
ANNIE DUKE
Reading questions remain open. A cross-book pre-reading hypothesis is documented below.
ANNIE DUKE
Reading questions remain open. A cross-book pre-reading hypothesis is documented below.
TRUTHX NOTES · BEFORE READING
A decision is not only made with incomplete information. It may also be analysed within a perimeter that excludes the determining factor.
In a private pilot case, a persistent inconsistency led to an investigation beyond the initially visible corpus. The discovery of an external economic factor made it possible to reformulate the causal chain and reconsider the sequence of events. That discovery did not, by itself, prove causation: it produced a more complete and testable explanatory hypothesis.
How can a system detect that an evidentiary corpus is causally insufficient without inventing the missing element?
A human signal — intuition, perceived anomaly, contradiction or external opportunity — may initiate the investigation. It never becomes evidence in itself.
TRUTHX PERSPECTIVE · WORKING HYPOTHESIS
Most decision-support systems reason from the information available to them. TruthX introduces an upstream question:
Is the visible evidentiary perimeter sufficient to explain what happened?
When a chronology, economic flow or sequence of decisions remains inconsistent, TruthX should not artificially fill the gap. It should identify it as an unresolved causal gap.
TRUTHX AIMS TOTruthX does not claim to guess a hidden truth. It reveals what the available corpus does not yet justify and transforms that limitation into a structured investigation.
The resulting RPO can distinguish what is established, contested, inferred, unexplained and still to be investigated.
The signal opens the hypothesis. The investigation searches for facts. Evidence determines what can be asserted.
This framework brings together four mechanisms: controlled abductive reasoning, refutable hypotheses, information-perimeter analysis and traceability. Research also shows that outcomes can distort the evaluation of a decision, that reliable intuition depends on specific learning and predictability conditions, and that missing data can bias causal reconstruction.
RESEARCH SOURCESBARON & HERSHEY ↗KAHNEMAN & KLEIN ↗TU ET AL. ↗READ PB-004 — FACTS NEVER MAKE DECISIONS ↗
EDITORIAL SEPARATION
The author’s concepts remain clearly attributed and linked to the original work.
Passages, arguments, objections and useful concepts are documented during the reading.
The working hypothesis is documented now. The original synthesis will be published only after reading and Gersende’s explicit validation.