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
sophisticated reasoning
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "sophisticated reasoning" is correct and usable in written English.
It can be used when discussing complex thought processes or advanced logical thinking in various contexts, such as academic writing or analytical discussions. Example: "The scientist's conclusions were based on sophisticated reasoning that took into account multiple variables and potential outcomes."
✓ Grammatically correct
Academia
News & Media
Science
Alternative expressions(15)
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
23 human-written examples
Study: Kids have "and/or" problem despite sophisticated reasoning.
The Common Core standards are aimed at helping children acquire sophisticated reasoning skills.
News & Media
But given even their youngest MP has just about escaped her teenage years, such sophisticated reasoning may be beyond them.
News & Media
Research has revealed that even young students can demonstrate sophisticated reasoning and understandings related to complex causal patterns and features, and can engage in computer programming activities.
Academia
Meaningful context can enhance understanding of an environment and reduce confusion among participants, particularly when a task requires sophisticated reasoning, and hence may yield responses of better quality.
And that's what enables us to do some of the sophisticated reasoning we do and a lot of what happens in science learning is the ability to use those tools.
Human-verified similar examples from authoritative sources
Similar Expressions
37 human-written examples
It is especially useful in studying uniquely human traits like spoken language, reading and sophisticated moral reasoning".
News & Media
Kohlberg's theory of moral development interprets moral weakness as cognitive weakness, the inability to understand sophisticated moral reasoning, rather than as a failure of will.
For Vasubandhu, while scriptures are always valid sources of knowledge, to excavate their meaning often requires in-depth, sophisticated, philosophical reasoning.
Science
In order for jurors to accurately weigh the value of testimony by its initial confidence, they will need to use sophisticated statistical reasoning, he says.
Science & Research
The agent is assumed to be an expected utility maximiser who takes a sophisticated (backwards reasoning) approach to sequential decision problems.
Science
Expert writing Tips
Best practice
When using "sophisticated reasoning", ensure that the context clearly demonstrates the advanced or complex nature of the thought process being described. Provide specific examples or details to support the claim that the reasoning is indeed sophisticated.
Common error
Avoid using "sophisticated reasoning" when the described thought process is relatively straightforward or based on common sense. Overusing the phrase can diminish its impact and credibility.
Source & Trust
84%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "sophisticated reasoning" functions as a noun phrase where the adjective "sophisticated" modifies the noun "reasoning". It is typically used to describe a level of cognitive processing that is advanced, complex, and nuanced, as validated by Ludwig AI.
Frequent in
Science
32%
Academia
24%
News & Media
20%
Less common in
Formal & Business
12%
Wiki
4%
Encyclopedias
4%
Ludwig's WRAP-UP
In summary, "sophisticated reasoning" is a phrase used to describe advanced and complex thought processes. Ludwig AI confirms its grammatical correctness and widespread use across various domains, including academia, news media, and scientific literature. While interchangeable with alternatives like "advanced reasoning" or "complex reasoning", it's important to ensure the context warrants its use to avoid overstating the complexity of the described thought process. As Ludwig examples show, mastering this phrase enhances the clarity and precision of your writing, particularly in formal settings.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
advanced reasoning
Replaces "sophisticated" with a simpler synonym while maintaining the core meaning.
complex reasoning
Focuses on the intricacy of the reasoning process, rather than its refinement.
high-level reasoning
Emphasizes the abstract and elevated nature of the thought process.
intellectual reasoning
Highlights the mental capacity and intelligence involved in the reasoning.
critical thinking
Stresses the analytical and evaluative aspects of the reasoning process.
abstract thought
Shifts the focus to the ability to think conceptually and theoretically.
strategic thinking
Emphasizes the planning and goal-oriented aspects of the reasoning.
subtle reasoning
Indicates a nuanced and delicate approach to reasoning.
logical analysis
Focuses on the structured and methodical aspect of the reasoning process.
deductive reasoning
Highlights a specific type of reasoning that proceeds from general principles to specific conclusions.
FAQs
How can I use "sophisticated reasoning" in a sentence?
You can use "sophisticated reasoning" to describe a complex thought process. For example, "The lawyer employed "sophisticated reasoning" to win the case."
What is another way to say "sophisticated reasoning"?
Alternatives to "sophisticated reasoning" include "advanced reasoning", "complex reasoning", or "high-level reasoning".
In what contexts is "sophisticated reasoning" most appropriate?
"Sophisticated reasoning" is particularly suitable in academic, scientific, and professional contexts where complex analytical skills are valued.
What distinguishes "sophisticated reasoning" from basic reasoning?
"Sophisticated reasoning" involves a higher degree of complexity, nuance, and critical analysis compared to basic reasoning, often incorporating abstract concepts and multiple variables.
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
84%
Authority and reliability
4.5/5
Expert rating
Real-world application tested