models fail to deliver

USAGE SUMMARY

The phrase "models fail to deliver" is correct and usable in written English.
It can be used in contexts where you are discussing the shortcomings or inefficiencies of certain models, whether in business, technology, or research. Example: "Despite the initial promises, many models fail to deliver the expected results in real-world applications."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified similar examples from authoritative sources

Similar Expressions

60 human-written examples

The p38 mitogen-activated protein (MAP) kinase experience, in which a number of compounds that demonstrated promising efficacy in preclinical animal models failed to deliver on that promise in clinical studies in patients with RA, taught us a valuable lesson in this regard [ 12, 13].

Arthritis Research and Therapy

Corbyn, who will speak at the London headquarters of Bloomberg, the news organisation, as the hard-fought Labour leadership race enters its final days, will argue that the existing economic model fails to deliver for many in Britain.

The Guardian

The model failed to deliver the right verdict on a variety of problem cases precisely because it attempted to provide an account of explanation without any explicit mention of causation (Bromberger 1966; Salmon 1984; Scriven 1959) New mechanists extend these kinds of criticism to the covering law model of intertheoretic, micro-reduction.

SEP

Current computational models yet fail to deliver an integrated picture of the joint computational roles of the AL and MBs.

Current Opinion in Insect Science

However, it also shows how complicated evaluation of the explanatory value of the model is, and how it might fail to deliver on some or all promises.

Biology and Philosophy

Critics of the brain disease model of addiction argue that it will fail to deliver these benefits or perhaps produce more negative consequences for addicted persons.

BMC Psychiatry

Systems drawing from completely open-source models or from such understanding would in this regard probably fail to deliver significant portions of socially, agronomically or environmentally meaningful innovations.

Life Sciences, Society and Policy

These models do not propose a coherent performance evaluation construct and consequently fail to deliver improvement guidelines for improving service quality.

Journal of Industrial Engineering International

Nevertheless, current practices involve the use of deterministic design models, which overlook uncertainty and can lead to suboptimal DES configurations that fail to deliver the desired performance.

Applied Energy

The notion that startup investments frequently fail to deliver returns has prompted some to say the venture-capital model is broken.

Huffington Post

(Snapshots of Bourgeois never fail to deliver).

The New Yorker

Expert writing Tips

Best practice

Consider using active voice to emphasize who or what is responsible for the models' failure to deliver, as this can enhance the impact and accountability in your writing.

Common error

Avoid using "models fail to deliver" as a sweeping statement without providing specific examples or evidence. Always substantiate your claim with concrete instances to maintain credibility.

Linguistic Context

The phrase "models fail to deliver" functions as a critical assessment, typically used to express that certain models do not achieve their intended purpose or expected outcomes. As Ludwig AI confirms, this construction is grammatically sound and suitable for diverse writing contexts.

Expression frequency: Missing

Frequent in

Science

0%

News & Media

0%

Formal & Business

0%

Less common in

Science

0%

News & Media

0%

Formal & Business

0%

Ludwig's WRAP-UP

In summary, "models fail to deliver" is a grammatically sound phrase used to express that models do not meet expectations. While Ludwig AI confirms its usability, remember that it is crucial to provide specific examples and context to substantiate the claim. Consider alternative expressions like "models do not meet expectations" for a more formal tone. This phrase is adaptable for professional, news, and scientific contexts, but it should be supported by evidence to maintain credibility. It’s also important to clearly specify the models in question and the outcomes they are failing to achieve.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

models do not deliver

Direct synonym; replaces 'fail to' with 'do not', maintaining the same meaning.

models do not meet expectations

Rephrases the concept of failure to deliver as not meeting expectations.

models are ineffective

Focuses on the ineffectiveness of the models, rather than their failure to deliver.

models fall short

Uses a more figurative expression to indicate that the models do not achieve the desired outcome.

models disappoint

Emphasizes the disappointment resulting from the models' failure.

models prove inadequate

Highlights the inadequacy of the models in fulfilling their intended purpose.

models are deficient

Focuses on the deficiency or lack of essential qualities in the models.

models miss the mark

Uses an idiomatic expression to convey that the models do not achieve their target.

models are unfit for purpose

Highlights the lack of suitability of the models for their intended application.

models underperform

Focuses on the models' substandard performance compared to expectations.

FAQs

How can I rephrase "models fail to deliver" to sound more formal?

For a more formal tone, consider using alternatives such as "models do not meet expectations" or "models prove inadequate".

What does it mean when we say "models fail to deliver"?

When we say "models fail to deliver", it means that the models in question do not produce the expected or desired results. They fall short of their intended purpose or goals.

What are some common reasons why "models fail to deliver"?

Common reasons include flawed assumptions, inadequate data, poor implementation, or unforeseen external factors that invalidate the model's predictions.

Is "models fail to deliver" a common expression in professional contexts?

Yes, the expression is used in various professional contexts, especially when discussing the effectiveness of strategies, systems, or forecasts. However, make sure to have concrete instances to support this expression.