Exactitude

What Exactitude means when using AI

The source says that eight people tried a prototype during one afternoon. Your generated summary announces, “Users prefer the new design.” You put “eight,” “prototype” and “one afternoon” back into the account. The three small details make the sentence less triumphant and more informative. The trial has stopped growing while nobody was looking.

Exactitude gives…

Readers can use the account for the decision it actually supports. A concise summary remains connected to its source instead of becoming a more convenient claim with the same citation.

Finding the balance

Precision serves fidelity. Preserve the details that constrain the claim, and distinguish those from details that merely make the sentence longer.

In ordinary life

A quotation

Keep the speaker, wording and qualification clear when shortening a passage.

A reported estimate

Retain its uncertainty rather than converting an approximate figure into unsupported precision.

Nearby virtues, different work

Attentiveness

Attentiveness notices the qualification; Exactitude preserves it when making a new account.

Candor

Candor discloses what is relevant; Exactitude keeps that disclosure faithful in detail and scope.

Recognizing a counterfeit

A counterfeit of Exactitude is decorative precision: supplying exact-looking numbers without a basis for them. State the limit plainly and use only the precision the source can bear.

How to cultivate Exactitude

• Identify what limits the claim before shortening it.
• Compare the summary’s subject, quantity and conditions with the source.
• Check that a citation supports the sentence actually placed beside it.

Try it today

Write a two-sentence fictional report with a number and a limiting condition. Summarize it in one sentence while preserving both. Compare what a reader could reasonably conclude from each version.

Questions worth returning to

• Which small omission would make this claim larger?
• Does my wording imply more certainty or wider coverage than the source supplies?

Choose your practice

The situations on these pages are illustrative. These pages offer ideas for reflection and character practice, not professional advice. Choose practices suited to your circumstances and abilities. You may adapt, pause, or skip an exercise; putting yourself or someone else at risk is not proof of virtue.

Quotations and further reading

Read these passages in their original settings through the source links.

1. Now I can only repeat here what I said to you when treating of attention: man is too complex a being for light to be thrown on his real efficiency by measuring any one mental faculty taken apart from its consensus in the working whole.

   William James, Talks to Teachers on Psychology; and to Students on Some of Life’s Ideals
   XII. Memory · excerpt

   James questions judging a whole person from an isolated mental measure. The scope of a measurement should remain visible in the conclusion drawn from it.

2. This preparation of abstracts, subject to my father's censorship, was of great service to me, by compelling precision in conceiving and expressing psychological doctrines, whether accepted as truths or only regarded as the opinion of others.

   John Stuart Mill, Autobiography
   Chapter III — Last Stage of Education, and First of Self-Education · excerpt

   Mill describes summarizing doctrines and distinguishing accepted claims from other people’s opinions. The account of a claim should preserve its status as well as its wording.

3. Much more aspect and sense of harmony are gained by the precision with which you observe the relation of colours in dark sides and light sides, and the influence of modifying reflections, than by mere accuracy of added depth in independent colours.

   John Ruskin, The Elements of Drawing
   9. the Law of Harmony · excerpt

   In drawing instruction, Ruskin emphasizes relationships between colors. Faithfulness depends on preserving relations, not merely adding isolated detail.

4. But the truth is one; it has first to be discovered, then justly and exactly uttered.

   Robert Louis Stevenson, Virginibus Puerisque and Other Papers
   IV.—Truth of Intercourse · excerpt

   In “Truth of Intercourse,” Stevenson separates discovering a truth from expressing it accurately. Each requires work.

5. When we say that beauty is everywhere we do not mean that the word ugliness should be abolished from our language, just as it would be absurd to say that there is no such thing as untruth.

   Rabindranath Tagore, Sadhana: The Realisation of Life
   The Realisation of Beauty · excerpt ·
   English arrangement by Rabindranath Tagore; preface credits translated passages to Satish Chandra Roy and Ajit Kumar Chakravarti, with revisions by Ernest Rhys; individual passage shares unspecified.

   Tagore qualifies a broad spiritual claim so it cannot be mistaken for abolishing distinctions. A qualification can preserve a statement’s meaning rather than weaken it.

6. For the third vice or disease of learning, which concerneth deceit or untruth, it is of all the rest the foulest; as that which doth destroy the essential form of knowledge, which is nothing but a representation of truth: for the truth of being and the truth of knowing are one, differing no more than the direct beam and the beam reflected.

   Francis Bacon, The Advancement of Learning
   Book I · excerpt

   Bacon treats misrepresentation as an injury to knowledge itself. Faithful reporting preserves what inquiry has actually established.

7. The whole tenor of a conversation is a part of the meaning of each separate statement; the beginning and the end define and travesty the intermediate conversation.

   Robert Louis Stevenson, Virginibus Puerisque and Other Papers
   IV.—Truth of Intercourse · excerpt

   Stevenson locates a statement’s meaning within its surrounding conversation. An isolated true fragment can still misrepresent the whole account.

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