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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
generate autonomously
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "generate autonomously" is correct and usable in written English. You can use it in contexts where something is produced or created independently, without human intervention. For example: "The system is designed to generate autonomously, adapting to new data inputs." Alternative expressions include "produce independently" and "create automatically."
✓ Grammatically correct
Science
News & Media
Academia
Alternative expressions(20)
function independently
operate autonomously
work independently
stand alone
function autonomously
operate independently
act independently
self-sufficient
independently
self-reliant
function separately
functioning independently
works independently
create from scratch
originate from nothing
emerge from nothing
build from the ground up
created from scratch
built from scratch
begin from zero
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
2 human-written examples
The DDEs model the ability of circadian rhythm to generate autonomously sustained oscillations with a period close to 24 h, in terms of time-varying mRNA and protein abundances.
The importance of the basement membrane for ISCs was provided by in vitro experiments showing that, in the presence of appropriate ECM proteins, single Lrg5-positive cells are able to generate autonomously organoids similar to intestinal crypts [111,168].
Human-verified similar examples from authoritative sources
Similar Expressions
58 human-written examples
The cutter paths were generated autonomously by the digital copy milling system.
This behaviour is generated autonomously but is still influenced by the actions that the user is requesting the character to perform.
Science
The power of glider is generated autonomously by waves.
DMAs have thus focused only on strength of association, allowing signals of disproportionate reporting to be generated autonomously and in an automated way for all P Es.
Science
The main source of data for this project was downloaded from the JGI Genome Portal for A.niger and included the genomic scaffolds, the unfiltered set of gene models generated autonomously in the JGI annotation pipeline and also the filtered gene models set.
Science
This is consistent with earlier studies showing that chick RPE could generate curvature autonomously in culture (Willbold et al., 1996).
Science
What happens when the art is "generated" almost autonomously rather than "created" by the hand of a genius?
News & Media
Motion may be generated either autonomously when the energy required for movement is continuously supplied or nonautonomously.
Science
Finally, a method to generalize grasping actions using the collected data is presented, which allows the robot to autonomously generate grasping actions for different orientations of the target object.
Expert writing Tips
Best practice
Use "generate autonomously" when describing systems, algorithms, or biological entities that produce results based on internal logic rather than direct user commands.
Common error
Do not use "generate autonomously" if the process is simply a repeating loop with no adaptive behavior; in such cases, "generate automatically" is more accurate.
Source & Trust
88%
Authority and reliability
4.8/5
Expert rating
Real-world application tested
Linguistic Context
This is a verb phrase composed of the transitive verb "generate" followed by the adverb "autonomously". In linguistic terms, it functions as an active predicate describing an independent action. According to Ludwig, it is frequently used to detail the behavior of complex systems or organisms that create outputs without external prompts.
Frequent in
Science
65%
Academia
20%
News & Media
10%
Less common in
Encyclopedias
3%
Wiki
1%
Social Media
1%
Ludwig's WRAP-UP
The phrase "generate autonomously" is a sophisticated linguistic tool used primarily in technical and scientific fields. According to Ludwig AI, it is highly effective for describing scenarios where an entity—whether a computer algorithm, a biological cell, or a robotic system—produces an output without human intervention. The transition from "automatic" to "autonomous" implies a higher level of complexity and internal decision-making. Using this phrase correctly signals a precise understanding of modern technology and biological processes, marking it as a staple of professional and academic English.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
self-generate
A more concise, hyphenated verb form commonly used in technical documentation.
produce independently
Uses a more general verb suitable for manufacturing or output contexts.
create automatically
Focuses on the mechanical or programmed nature of the production.
develop without intervention
Emphasizes the lack of human or external interference.
construct autonomously
Implies a more complex building process rather than simple generation.
form of its own accord
A more idiomatic expression used to describe natural phenomena.
originate spontaneously
Suggests a natural or unprompted beginning rather than a systematic production.
spawn automatically
Often used in computing and gaming to describe the appearance of entities.
manufactured in an automated way
Shift toward industrial or physical production terminology.
function independently
Broadens the scope from creation to general operation.
FAQs
How to use "generate autonomously" in a sentence?
You can use it to describe independent actions, such as: "The AI was able to "generate autonomously" new code segments based on user feedback."
What can I say instead of "generate autonomously"?
Depending on your context, you might use "produce independently", "self-generate", or "create automatically".
Which is more formal: "generate autonomously" or "produce by itself"?
"Generate autonomously" is significantly more formal and preferred in academic and technical writing over "produce by itself".
Is it correct to say a machine can "generate autonomously"?
Yes, it is perfectly correct. In scientific and engineering contexts provided by Ludwig, this phrase describes a machine or system's ability to create output without human intervention.
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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
88%
Authority and reliability
4.8/5
Expert rating
Real-world application tested