deep reasoning

USAGE SUMMARY

The phrase "deep reasoning" is correct and usable in written English.
It can be used to describe a thorough and profound level of thought or analysis on a particular subject. Example: "The scientist's paper demonstrated deep reasoning about the implications of climate change on global ecosystems."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

11 human-written examples

There was no deep reasoning; he just liked the idea of having a drum set bigger than anyone else.

The Washington Post

Strategic settings are often complex and agents who lack deep reasoning ability may initially fail to make optimal decisions.

Journal of Economic Behavior & Organization

Thus, they could be considered "factual" questions rather than "deep reasoning" questions.

Research and Practice in Technology Enhanced Learning

This kind of deep reasoning is key to numerous edge cases and improving the general abilities of driverless cars.

Forbes

Moreover, students' deep reasoning questions are positively associated with intrinsic motivation, and negatively associated with extrinsic motivation (Seifried and Sembill 2005b).

Empirical Research in Vocational Education and Training

The problem solving environments described encourage deep reasoning to emerge by combining small contributions from many individuals to solve dynamic and previously unsolved problems.

Security Informatics

Human-verified similar examples from authoritative sources

Similar Expressions

49 human-written examples

However, AI models still fail to match humans in high-level vision tasks due to the lack of capacities for deeper reasoning.

Stanford University

This may be true, but it is too facile a conclusion for an author who never comes to grips with Madison's deeper reasoning on these questions, especially as set out in "The Federalist," the classic defense of the Constitution.

The New York Times - Books

They'll engage in deeper reasoning, taking advantage the ability to performer higher levels of semantic abstraction to better understand how pieces of information relate to one another.

Huffington Post

Another threat could be related to the participants' experiences and skills in interview situations, where they often are given general answers instead revealing deeper reasoning, which was desired here.

BMC Medical Ethics

H3b: … on the amount of a student's deep-reasoning questions.

Empirical Research in Vocational Education and Training

Expert writing Tips

Best practice

Use "deep reasoning" to denote a level of analysis that goes beyond superficial understanding, delving into the underlying principles and implications.

Common error

Avoid using "deep reasoning" in situations where simpler terms like "thinking" or "analysis" would suffice. Overusing it can make your writing sound pretentious.

Linguistic Context

The phrase "deep reasoning" functions as a noun phrase, where "deep" modifies the noun "reasoning". It typically describes the quality or nature of the reasoning process, indicating a high degree of thoroughness and insight. Ludwig AI confirms its validity in diverse contexts.

Expression frequency: Uncommon

Frequent in

Science

40%

News & Media

30%

Academia

30%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "deep reasoning" is a grammatically correct noun phrase that signifies a thorough and profound level of analysis. While not as common as simpler alternatives, it is frequently used in academic, scientific, and journalistic contexts to emphasize the intensity and complexity of the thought process. Ludwig AI validates its correct usage and appropriateness for conveying insights and understanding beyond superficial considerations. When using this phrase, consider the context and avoid overusing it in simple analyses.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

profound reasoning

Replaces "deep" with "profound", emphasizing the depth of insight and understanding.

thorough reasoning

Substitutes "deep" with "thorough", highlighting the completeness and comprehensiveness of the reasoning process.

complex reasoning

Replaces "deep" with "complex", focusing on the intricate and multifaceted nature of the reasoning.

critical thinking

Offers a more general term for analytical and evaluative reasoning, implying depth.

insightful analysis

Shifts from "reasoning" to "analysis", emphasizing the insightful nature of the thought process.

in-depth analysis

Emphasizes the thoroughness and detailed nature of the analysis.

rigorous thought

Focuses on the strictness and precision of the thinking process, implying depth.

intellectual depth

Replaces "reasoning" with a more general term for intellectual capacity, implying depth.

cogent argumentation

Highlights the persuasiveness and clarity of the reasoning process.

substantive deliberation

Focuses on the careful and considered nature of the reasoning process.

FAQs

How can I use "deep reasoning" in a sentence?

You can use "deep reasoning" to describe thorough and profound analysis. For example: "The philosopher employed "deep reasoning" to dissect the ethical dilemma."

What are some alternatives to "deep reasoning"?

Depending on the context, you can use alternatives like "profound reasoning", "thorough reasoning", or "critical thinking".

When is it appropriate to use "deep reasoning"?

Use "deep reasoning" when you want to emphasize the thoroughness, complexity, and profundity of the thought process involved in understanding something.

What's the difference between "deep reasoning" and "logical thinking"?

"Logical thinking" focuses on the structure and validity of arguments, while "deep reasoning" emphasizes the depth of understanding and exploration of a subject.