Fact, Inference, and Judgement Practice

Fact, Inference, and Judgement 33 / 50

The following question has a set of four statements. Each statement can be classified as one of the following:
(i) Facts, which deal with pieces of information that one has heard, seen or read, and which are open to discovery or verification (the answer option indicates such a statement with an F)
(ii) Inferences, which are conclusions drawn about the unknown, on the basis of the known (the answer option indicates such a statement with an I)
(iii) Judgements, which are opinions that imply approval or disapproval of persons, objects, situations and occurrences in the past, the present or the future (the answer option indicates such a statement with a J)
Identify the Fact (F), Judgement (J) and Inference (I) from these sentences.

Statements:

1. A 2019 study published in Nature Machine Intelligence revealed that several widely used facial recognition algorithms exhibited higher error rates for individuals with darker skin tones and women.
2. Given the increasing deployment of AI in critical sectors like healthcare and criminal justice, an unmitigated persistence of algorithmic bias is likely to exacerbate existing societal inequalities.
3. The development of autonomous weapons systems without robust ethical safeguards represents a profound moral failure and an unacceptable risk to global stability.
4. Regulatory frameworks in the European Union, such as the proposed AI Act, aim to categorize AI systems by risk level, imposing stricter compliance obligations on those deemed high-risk.

Options:
(A) FIJF
(B) FJJI
(C) IFJF
(D) JIFI
(E) FIFJ

Correct Answer: A

1. Statement 1 Analysis: This is a Fact (F). The statement reports findings from a specific, verifiable source (a 2019 study in Nature Machine Intelligence) about a measurable observation (higher error rates in facial recognition algorithms for certain demographic groups). This information is objective and open to discovery or verification through scientific literature.

2. Statement 2 Analysis: This is an Inference (I). It draws a logical conclusion about a future or potential outcome ("is likely to exacerbate") based on known conditions ("increasing deployment of AI," "persistence of algorithmic bias"). While grounded in existing trends, the outcome is a projection rather than a certainty, fitting the definition of an inference.

3. Statement 3 Analysis: This is a Judgement (J). The statement expresses strong disapproval and evaluation through phrases like "profound moral failure" and "unacceptable risk." These are subjective assessments of the ethical implications and potential dangers, reflecting the author's opinion rather than objective, verifiable data.

4. Statement 4 Analysis: This is a Fact (F). The statement describes the objective aim and nature of an existing or proposed regulatory framework (the EU AI Act). It details how the act is designed to function (categorize by risk, impose obligations), which is verifiable information about a legislative initiative.

Logical Trap: A common mistake might be to classify Statement 2 as a Judgement due to its negative prediction, or Statement 4 as an Inference because it describes a future legal action. However, Statement 2 uses "likely to exacerbate," indicating a reasoned probability based on current information, not a moral condemnation. Statement 4 describes the *stated aim* of a known regulatory framework, which is a verifiable characteristic of that framework itself, not a prediction of its success or a subjective evaluation. Students often confuse a probable outcome based on evidence (Inference) with a subjective evaluation of goodness or badness (Judgement).

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