Beyond the recommendation list · B2. Separate supported claims from what the evidence leaves unknown. No mention does not prove absence. Keep the requested person, time, place or amount attached to the correct event.
Read the original English material and answer with evidence. The level is an editorial guide, not a certified result.
Read the original English material and answer with evidence. The level is an editorial guide, not a certified result.
Imagine a reading service that recommends books after each title you finish. This editorial uses that fictional service to explore a question: when does useful guidance become an unnecessarily narrow path?
In my imagined first month, the service appears remarkably attentive. After I read a short account of a sea journey, it offers another. I enjoy that book too, so the next list contains yet more journeys. Nothing has gone wrong in the ordinary sense. The suggestions are relevant, and I continue reading. Yet relevance to my recent choices is not the same as an account of everything I might value.
Perhaps I selected the first book because I needed a brief read before travelling. Perhaps a friend lent it to me. Neither circumstance necessarily implies a lasting preference for maritime stories. A system working only from finished titles cannot know those reasons unless it has some other way of asking. The point is not that the recommendations must be poor, but that apparently precise behaviour can rest on incomplete explanations.
The familiar response is to demand more data. Asking readers why they chose a book might indeed help, but an answer is not always simple. People may discover their reasons while reading, and they may prefer not to record every private interest in a service. More information can improve one decision while raising other questions about what should be collected and retained.
Another possibility is to give the reader clearer control over the kind of recommendation being requested. A “similar to my last book” list serves a different purpose from a “surprise me” list. Neither needs to pretend it represents the reader’s complete identity. Such labels could make the limits of the suggestion easier to understand, even when the underlying information remains incomplete.
I would also want room for a human recommendation that cannot be reduced to a neat match. A librarian might suggest a very different novel because of a conversation about a character, not a category. That does not make librarians infallible or automated lists useless. It shows why several routes to discovery can be worth preserving.
The service in this example has no obligation to introduce me to every book in existence. Nor should I expect a list to remove the work of choosing. My concern is with presenting one convenient route as though it were the only meaningful one. Good guidance can help people decide while still leaving the shape of the journey open.
Separate supported claims from what the evidence leaves unknown. No mention does not prove absence. Keep the requested person, time, place or amount attached to the correct event.
The notice gives a price, but says nothing about delivery.
Use the reason actually given; a plausible reason from outside the text is not enough. Keep the requested person, time, place or amount attached to the correct event. Ask what the person or message is trying to achieve, and for whom.
We meet inside because it is raining.
Keep the requested person, time, place or amount attached to the correct event. Separate supported claims from what the evidence leaves unknown. No mention does not prove absence. Use the whole text: a true detail is not automatically the main point.
The doors open at eight. The class starts at nine.
Read the original English material and answer with evidence. The level is an editorial guide, not a certified result.
Imagine a reading service that recommends books after each title you finish. This editorial uses that fictional service to explore a question: when does useful guidance become an unnecessarily narrow path?
In my imagined first month, the service appears remarkably attentive. After I read a short account of a sea journey, it offers another. I enjoy that book too, so the next list contains yet more journeys. Nothing has gone wrong in the ordinary sense. The suggestions are relevant, and I continue reading. Yet relevance to my recent choices is not the same as an account of everything I might value.
Perhaps I selected the first book because I needed a brief read before travelling. Perhaps a friend lent it to me. Neither circumstance necessarily implies a lasting preference for maritime stories. A system working only from finished titles cannot know those reasons unless it has some other way of asking. The point is not that the recommendations must be poor, but that apparently precise behaviour can rest on incomplete explanations.
The familiar response is to demand more data. Asking readers why they chose a book might indeed help, but an answer is not always simple. People may discover their reasons while reading, and they may prefer not to record every private interest in a service. More information can improve one decision while raising other questions about what should be collected and retained.
Another possibility is to give the reader clearer control over the kind of recommendation being requested. A “similar to my last book” list serves a different purpose from a “surprise me” list. Neither needs to pretend it represents the reader’s complete identity. Such labels could make the limits of the suggestion easier to understand, even when the underlying information remains incomplete.
I would also want room for a human recommendation that cannot be reduced to a neat match. A librarian might suggest a very different novel because of a conversation about a character, not a category. That does not make librarians infallible or automated lists useless. It shows why several routes to discovery can be worth preserving.
The service in this example has no obligation to introduce me to every book in existence. Nor should I expect a list to remove the work of choosing. My concern is with presenting one convenient route as though it were the only meaningful one. Good guidance can help people decide while still leaving the shape of the journey open.
Beyond the recommendation list
Use the reason actually given; a plausible reason from outside the text is not enough. Keep the requested person, time, place or amount attached to the correct event. Ask what the person or message is trying to achieve, and for whom.
We meet inside because it is raining.Separate supported claims from what the evidence leaves unknown. No mention does not prove absence. Keep the requested person, time, place or amount attached to the correct event.
The notice gives a price, but says nothing about delivery.Keep the requested person, time, place or amount attached to the correct event. Separate supported claims from what the evidence leaves unknown. No mention does not prove absence. Use the whole text: a true detail is not automatically the main point.
The doors open at eight. The class starts at nine.Keep your first attempt, check the evidence and try another question. A follow-up on the same material does not prove transfer to a new text.
No practice notes yet. Try a short warm-up.
Separate supported claims from what the evidence leaves unknown. No mention does not prove absence. Keep the requested person, time, place or amount attached to the correct event.
The notice gives a price, but says nothing about delivery.Use the reason actually given; a plausible reason from outside the text is not enough. Keep the requested person, time, place or amount attached to the correct event. Ask what the person or message is trying to achieve, and for whom.
We meet inside because it is raining.Keep the requested person, time, place or amount attached to the correct event. Separate supported claims from what the evidence leaves unknown. No mention does not prove absence. Use the whole text: a true detail is not automatically the main point.
The doors open at eight. The class starts at nine.Opening an answer records help for that question.
Beyond the recommendation list
The supported answer is “An invented reading service used to examine a broader issue.”. Evidence: “This editorial uses that fictional service to explore a question”. Compare the alternative “A report establishing the performance of an actual named recommendation service.”. This claims more certainty or wider applicability than this evidence allows. Compare the alternative “A comparison intended to measure the accuracy of librarians and software.”. This substitutes a different outcome for the one that was measured or reported.
Beyond the recommendation list
The supported answer is “They are relevant and the reader enjoys more of the books.”. Evidence: “The suggestions are relevant, and I continue reading.”. Compare the alternative “The lists have broadened the reader’s interests beyond recent choices.”. This extends a qualified finding into a claim without exceptions. Compare the alternative “The service has asked why the reader wants maritime stories in the long term.”. This adds a specific detail that the account does not provide; plausibility is not textual evidence.
Beyond the recommendation list
The supported answer is “Recent behaviour does not reveal everything a reader might value.”. Evidence: “relevance to my recent choices is not the same as an account of everything I might value.”. Compare the alternative “Finishing repeated sea journeys is sufficient evidence of a permanent genre preference.”. This claims more certainty or wider applicability than this evidence allows. Compare the alternative “A repeated interest cannot tell the service anything useful about the reader.”. This extends a qualified finding into a claim without exceptions.
Beyond the recommendation list
The supported answer is “To offer another possible explanation for choosing it.”. Evidence: “Perhaps a friend lent it to me. Neither circumstance necessarily implies a lasting preference for maritime stories.”. Compare the alternative “To establish that borrowing a book predicts a different reading speed.”. This adds a specific detail that the account does not provide; plausibility is not textual evidence. Compare the alternative “To establish a preference for personal recommendations over maritime fiction.”. This claims more certainty or wider applicability than this evidence allows.
Beyond the recommendation list
The supported answer is “The reasons behind the choices.”. Evidence: “A system working only from finished titles cannot know those reasons”. Compare the alternative “The titles that the reader actually finished.”. This reverses the relationship stated in the passage. Compare the alternative “The extent to which recommended titles share a topic.”. This substitutes a different outcome for the one that was measured or reported.
Beyond the recommendation list
The supported answer is “People may not know or wish to record all their reasons.”. Evidence: “People may discover their reasons while reading, and they may prefer not to record every private interest in a service.”. Compare the alternative “Private motives are too uncertain to help any recommendation decision.”. This extends a qualified finding into a claim without exceptions. Compare the alternative “Readers can be expected to give one stable explanation for each choice.”. This extends a qualified finding into a claim without exceptions.
Beyond the recommendation list
The supported answer is “One asks for similarity; the other asks for novelty.”. Evidence: “A “similar to my last book” list serves a different purpose from a “surprise me” list.”. Compare the alternative “One requires collecting every private interest, while the other avoids personal data entirely.”. This substitutes a different outcome for the one that was measured or reported. Compare the alternative “Both aim to express a reader’s full range of interests.”. This extends a qualified finding into a claim without exceptions.
Beyond the recommendation list
The supported answer is “Making the limits of a suggestion easier to recognise.”. Evidence: “Such labels could make the limits of the suggestion easier to understand”. Compare the alternative “Reducing the need for readers to decide which kind of guidance they want.”. This reverses the relationship stated in the passage. Compare the alternative “Completing the service’s knowledge of why each book was chosen.”. This extends a qualified finding into a claim without exceptions.
Beyond the recommendation list
The supported answer is “To illustrate another route to discovery based on a conversation.”. Evidence: “because of a conversation about a character, not a category.”. Compare the alternative “To establish that conversational recommendations are necessarily more accurate.”. This extends a qualified finding into a claim without exceptions. Compare the alternative “To recommend replacing useful automated lists with personal advice.”. This reduces the argument to two opposing alternatives that the speaker or writer explicitly rejects.
Beyond the recommendation list
The supported answer is “That the example proves humans infallible and automated lists useless.”. Evidence: “That does not make librarians infallible or automated lists useless.”. Compare the alternative “That discovery can benefit from retaining both similar and unexpected routes.”. This statement is consistent with the account. It is not the answer because the question asks for a claim rejected, avoided or not justified by the evidence. Compare the alternative “That personal conversation may give information a category match lacks.”. This statement is consistent with the account. It is not the answer because the question asks for a claim rejected, avoided or not justified by the evidence.
Beyond the recommendation list
The supported answer is “Doing some of the work of choosing.”. Evidence: “Nor should I expect a list to remove the work of choosing.”. Compare the alternative “Recording personal motives whenever the service asks about a book.”. This extends a qualified finding into a claim without exceptions. Compare the alternative “Checking that a recommendation list includes every genre worth reading.”. This extends a qualified finding into a claim without exceptions.
Beyond the recommendation list
The supported answer is “Treating one convenient route as the only meaningful route.”. Evidence: “presenting one convenient route as though it were the only meaningful one.”. Compare the alternative “Reducing effort whenever a service makes a reading decision more convenient.”. This extends a qualified finding into a claim without exceptions. Compare the alternative “Using recommendations even when they are relevant to recent behaviour.”. This mistakes a supporting example or practical detail for the main purpose being asked about.