Used and loved by millions
Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
must be interpreted
Grammar usage guide and real-world examplesUSAGE SUMMARY
"must be interpreted" is a correct and usable phrase in written English.
You can use it when discussing a specific task or action that requires interpretation or understanding. Example: "The instructions for the experiment must be interpreted carefully in order to avoid any mistakes."
✓ Grammatically correct
Science
News & Media
Alternative expressions(20)
should be understood
requires careful consideration
demands scrutiny
warrants consideration
is open to interpretation
must be investigated
must be anticipated
must be administered
must be attributed
must be implemented
must be explained
must be perceived
must be incorporated
must be appreciated
must be characterized
must be understood
must be translated
must be certified
must be classified
must be pointed
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
60 human-written examples
It must be interpreted.
News & Media
'Jogen tasha' must be interpreted as 'Idiot!
News & Media
Evidence must be interpreted by humans.
News & Media
Section 5 must be interpreted in this case?
News & Media
Thus, results must be interpreted conservatively.
The results from these initial trials must be interpreted cautiously.
Science
Evidence must be interpreted.
News & Media
This result must be interpreted with caution.
Science
Despite this, however, our analyses must be interpreted with caution.
Science
This finding must be interpreted with caution.
Science
Our results must be interpreted with caution.
Expert writing Tips
Best practice
When using "must be interpreted" in scientific writing, explicitly state the limitations or potential biases that could affect the interpretation.
Common error
Avoid presenting your interpretation as the only possible one. Acknowledge alternative perspectives and the degree of certainty associated with your analysis.
Source & Trust
83%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "must be interpreted" functions as a modal passive construction, indicating a requirement or necessity for something to be understood or analyzed in a specific way. Ludwig examples show its use in contexts where data, results, or evidence require careful analysis before drawing conclusions. As Ludwig AI confirms, the phrase is grammatically sound and widely used.
Frequent in
Science
76%
News & Media
15%
Formal & Business
9%
Less common in
Encyclopedias
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
The phrase "must be interpreted" signifies that something requires careful analysis and understanding, often due to inherent complexities or potential for misinterpretation. Ludwig AI confirms its grammatical correctness and widespread use, predominantly in scientific and news contexts. When using "must be interpreted", it's crucial to acknowledge limitations and consider alternative perspectives to avoid overstating interpretations. Alternatives such as "should be understood" or "needs to be analyzed" can provide nuanced variations in meaning. In essence, the phrase stresses the importance of informed and cautious evaluation.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
should be understood
Emphasizes comprehension or a particular understanding.
needs to be analyzed
Highlights the requirement of a detailed examination.
requires careful consideration
Stresses the importance of thoughtful evaluation.
demands scrutiny
Indicates a need for close and critical inspection.
is subject to explanation
Focuses on the need for clarification or rationale.
warrants consideration
Suggests something deserves to be carefully thought about.
is open to interpretation
Highlights the subjective nature and possibility of different understandings.
calls for evaluation
Emphasizes the necessity of assessing the value or merit.
should be viewed with caution
Highlights the need for a careful approach.
necessitates clarification
Focuses on the need for making something clearer or more understandable.
FAQs
How can I use "must be interpreted" in a sentence?
Use "must be interpreted" when you want to express that something requires analysis or understanding to derive its meaning. For example, "The data from the experiment "must be interpreted" carefully to draw accurate conclusions".
What are some alternatives to "must be interpreted"?
You can use alternatives like "should be understood", "needs to be analyzed", or "requires careful consideration" depending on the specific context.
Is it better to say "must be interpreted with caution" or "should be interpreted with caution"?
"Must be interpreted with caution" indicates a stronger necessity for careful analysis due to potential risks or misinterpretations, while "should be interpreted with caution" suggests it is advisable but not strictly required.
What does it mean when data "must be interpreted cautiously"?
It means that the data is susceptible to misinterpretation due to limitations, biases, or confounding factors, and therefore, conclusions drawn from it should be viewed with skepticism and further validated.
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
83%
Authority and reliability
4.5/5
Expert rating
Real-world application tested