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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
reflects lessons learned
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "reflects lessons learned" is correct and usable in written English.
You can use it when discussing insights or knowledge gained from past experiences or mistakes. Example: "The report reflects lessons learned from previous projects, helping us to improve our future strategies."
✓ Grammatically correct
News & Media
Science
Encyclopedias
Alternative expressions(1)
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
7 human-written examples
The project reflects lessons learned.
News & Media
The framework reflects lessons learned from implementations of several language processing robots.
Science
And it reflects lessons learned from the military crackdown in Tibet 17 months ago.
News & Media
The study design reflects lessons learned from prior studies and targets a study population to best demonstrate the treatment effect over 48 weeks.
Science
The Federal Constitutional Court was enshrined in the German constitution adopted after World War II and reflects lessons learned from the Nazi era (1933 45), when the power of the federal government was unchecked.
Encyclopedias
President Obama's diplomacy, from the nuclear accord with Iran to the climate agreement by 196 nations last week, reflects lessons learned.
News & Media
Human-verified similar examples from authoritative sources
Similar Expressions
53 human-written examples
McChrystal said the shift in the Kandahar operation reflected lessons learned by the US earlier this year in Marja, in neighbouring Helmand province.
News & Media
Reflecting lessons learned from Iraq and Afghanistan, there will also be a third leg called Force Troops where so-called "enablers" will be pooled.
News & Media
That may explain, in part, why prosecutors are pursuing this approach, but the change may well reflect lessons learned from the Connecticut acquittal.
News & Media
Studios have repeatedly said that their digital strategies involve making on-demand deals with as many legitimate Web sites as they can — reflecting lessons learned from the music industry's attempt to shut down digital consumption.
News & Media
In an interview, Mr. Martens said his department's proposals reflected lessons learned from hydrofracking activity in states like Pennsylvania, including leaks and accidents, and will ensure that drilling is done safely.
News & Media
Expert writing Tips
Best practice
When describing the evolution of a project or policy, use the phrase to demonstrate a clear connection between past setbacks and current improvements.
Common error
Avoid using "reflects lessons learned" when the connection between past experiences and current practices is weak or unsubstantiated. Ensure there's tangible evidence that prior insights have genuinely influenced the present situation.
Source & Trust
84%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "reflects lessons learned" typically functions as a predicate in a sentence. According to Ludwig AI, it indicates that a particular design, strategy, or action incorporates knowledge gained from past experiences. It emphasizes the influence of past events on current practices.
Frequent in
News & Media
40%
Science
40%
Encyclopedias
20%
Less common in
Formal & Business
0%
Wiki
0%
Academia
0%
Ludwig's WRAP-UP
The phrase "reflects lessons learned" is a grammatically correct and commonly used expression that signifies improvements or adjustments made based on past experiences. Ludwig AI confirms its usability in written English. Predominantly found in News & Media and Scientific contexts, it's a neutral to professional term often employed to assure audiences of progress and adaptation. When using this phrase, ensure a tangible connection exists between past events and present practices, and avoid overstating the impact of these lessons.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
incorporates insights gained
Focuses on integrating acquired knowledge, shifting emphasis from simple reflection to active inclusion.
integrates acquired knowledge
Similar to "incorporates insights gained", this highlights the integration of learned information.
embodies experience
Highlights the tangible manifestation of accumulated knowledge within a specific instance.
demonstrates improved understanding
Emphasizes enhanced comprehension as a result of learning, rather than just reflecting on past experiences.
draws upon previous knowledge
Suggests a reliance on existing information, emphasizing the act of utilizing prior understanding.
is informed by past experiences
Focuses on the influence of prior events, emphasizing the experiences shaping current actions.
builds on prior understanding
Highlights the cumulative nature of learning, indicating a development based on previous knowledge.
is shaped by previous events
Emphasizes the formative impact of past occurrences on present actions.
learns from past experiences
States the origin of change more explicitly, but is less focused on the expression of that change
shows adaptation based on knowledge
Emphasizes the flexibility and change occurring because of information
FAQs
How can I use "reflects lessons learned" in a sentence?
You can use "reflects lessons learned" to highlight improvements or changes made as a result of past experiences, like "The new design "reflects lessons learned" from previous models".
What are some alternatives to "reflects lessons learned"?
Alternatives include "incorporates insights gained", "is informed by past experiences", or "demonstrates improved understanding". Each alternative offers a slightly different nuance while conveying the same core idea.
Is it always appropriate to use the phrase "reflects lessons learned"?
No, it's most appropriate when you can clearly demonstrate a direct link between past experiences and current actions or improvements. Avoid using it if the connection is vague or unsubstantiated.
What's the difference between "is informed by" and "reflects lessons learned"?
"Is informed by" suggests a more general influence, while "reflects lessons learned" specifically indicates that past experiences have directly shaped current practices or designs. The latter implies a more intentional and direct application of knowledge.
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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
4.1/5
Expert rating
Real-world application tested