Relevant — Ends vs. means

The human dimension: why people ask for means instead of ends

The client asks from their mental model, not from reality. The syllabus establishes that people reason “not from raw data but from simplified, often inaccurate maps of reality,” and that when a user formulates an intention “they are projecting from their mental model, which may contain gaps, distortions, or outdated assumptions” (Intention Architecture, Module I: Human Intention and Decision-Making · Cognitive Psychology). When someone says “I need a website,” that “I need” has already been filtered through what their mental map considers possible.

The stated intention may be a story told afterwards. Libet’s experiments showed that brain activity precedes conscious awareness of deciding, so that “what a person reports as their intention may be a post-hoc narrative constructed by consciousness to explain an action already initiated by unconscious processes” (Module I · Basic Neuroscience). Practical translation: the client’s first formulation is not the truth of their intention; it is their first rationalization.

Saying is doing — and we must identify which act is being performed. Speech act theory distinguishes the literal content (locutionary) from the action performed (illocutionary): “identical locutionary content can carry entirely different forces depending on context” (Module IV: Language as Action · Speech Acts). “I need a website” is grammatically an assertion, but illocutionarily it may be a directive (“build it”), an expression of competitive anxiety (“my competitor already has one”), or a hypothesis in disguise (“I believe that would fix my sales”). Each demands a different response.

The ladder of ends terminates in deep motivations. The means-end chain “connects product attributes to functional consequences to personal values,” so that “every stated intention can be laddered up to a more fundamental motivation” (Module II: Correct Problem Formulation · Ends vs. Means). And those underlying motivations are the ones described by Self-Determination Theory: autonomy, competence, and relatedness (Module I · Motivation and Emotion). The ultimate end behind “I need a website” may be, deep down, “I need to feel my business is not falling behind.”

The discipline of the method

Understand first, solve later. Pólya’s process — understand, plan, execute, review — “places problem comprehension as the non-negotiable first step”; the first task on receiving a request “is not to generate an answer but to verify that the question has been correctly understood” (Module II · Ends vs. Means).

Goodhart’s Law as an alarm. “When a measure becomes a target, it ceases to be a good measure” is “the quantitative expression of the ends-means confusion”: optimizing intermediate indicators (clicks, response times) while losing sight of the actual goal (Module II · Ends vs. Means).

The discipline is relentless: “always ask what the user is trying to achieve, not just what they are asking for,” probing upstream from the stated request to the actual objective “without being intrusive or paternalistic” (Module II · Ends vs. Means).

Running case: Marino Distributors

“Marino Distributors is an industrial hardware supplier with an online store. This case runs through all 8 topics of the course.”

Marino comes to Posada R&D with this request: “we need to organize the online store catalog, it’s a mess.”

Applying the ladder of ends: what for? — “Because customers get confused.” — And what happens when they get confused? — “They buy the wrong part and return it.” — And what does that cost the company? — “Returns eat our margin and the team loses hours managing them.”

The end is not a pretty catalog: it is reducing returns caused by wrong purchases and recovering margin. With that end in view, “organizing the catalog” stops being the project and becomes one candidate strategy — competing against others (a better search engine, clearer technical sheets, a part-selection assistant) in the following topics.

Double exercise

Filter question

Does this problem contribute directly to a business objective, or is it just a means someone assumed without examination?

References to the Intention Architecture syllabus

• Module I: Human Intention and Decision-Making · Cognitive Psychology (mental models)
• Module I: Human Intention and Decision-Making · Basic Neuroscience (Libet, post-hoc narrative)
• Module I: Human Intention and Decision-Making · Motivation and Emotion (self-determination)
• Module II: Correct Problem Formulation · Ends vs. Means (Pólya, Goodhart, means-end chain)
• Module IV: Language as Action · Speech Acts (illocutionary force)

Bibliography: Pólya (1945); Kahneman (2011); Libet (2004); Austin (1962); Searle (1969).