At the A1 level, you probably know the word 'computer,' which is the machine you use to go on the internet. You also know 'to compute' might mean to do math, but that is rare. The word 'compute' as a noun is very difficult for beginners. Think of it this way: a 'computer' is the box, and 'compute' is the 'brain power' inside the box. At this level, you don't need to use this word, but if you see it, just think: 'They are talking about how strong the computer's brain is.' It's like 'food' for a machine. Without 'compute,' the machine cannot think or do work. Most A1 students should stick to saying 'a fast computer' or 'a slow computer.'
At the A2 level, you are starting to learn about different types of resources. You know words like 'electricity,' 'water,' and 'time.' In the world of technology, 'compute' is a resource just like those. When people say 'We need more compute,' they mean they need more power to run their programs. It is an uncountable noun. You cannot say 'one compute' or 'two computes.' You just say 'more compute' or 'a lot of compute.' It is mostly used by people who build websites or apps. If your phone is slow when playing a game, it might be because the game needs more 'compute' than your phone has.
At the B1 level, you can understand that 'compute' is a technical term used in business and technology. It refers to the processing capacity of a system. Instead of talking about the physical hardware, people use 'compute' to talk about the ability to do work. For example, 'Cloud services allow companies to buy compute whenever they need it.' This is more efficient than buying many physical computers. You should notice that 'compute' is often used in compound nouns like 'compute power' or 'compute costs.' It is a useful word if you are interested in talking about how modern technology works behind the scenes.
At the B2 level, you should be able to use 'compute' as a noun in technical discussions or when writing about the digital economy. You understand that 'compute' is a commodified resource. In the context of the 'AI revolution,' compute is often cited as one of the three pillars of progress, alongside data and algorithms. You should be comfortable distinguishing between 'computing' (the field of study) and 'compute' (the resource). For instance, you might say, 'The project was delayed due to a lack of available compute.' This sounds much more professional than saying 'The project was delayed because the computers were too slow.'
At the C1 level, you should have a nuanced grasp of 'compute' as a functional noun within the tech ecosystem. You understand its role in cloud architecture, such as 'serverless compute' or 'edge compute.' You can use it fluently to describe scaling issues or infrastructure requirements. You are also aware of the economic implications—how 'compute' is a capital expenditure (CapEx) for some and an operating expense (OpEx) for others. Your usage should reflect an understanding that 'compute' is not just 'speed' but a multi-dimensional resource involving memory bandwidth, processor throughput, and architectural efficiency.
At the C2 level, you use 'compute' with the precision of an industry expert. You recognize it as a fundamental unit of value in the modern world, often discussed in terms of 'compute density' or 'compute efficiency.' You can participate in high-level debates about 'compute governance' and the geopolitical ramifications of 'compute clusters.' You understand the subtle distinction between 'compute' (the resource) and 'computation' (the mathematical execution). Your writing might explore how 'compute' acts as a bottleneck for large language models or how 'asymmetric compute' affects global security. You use the term naturally, recognizing it as a mass noun that signifies the raw processing potential of a system.

compute in 30 Sekunden

  • Compute (noun) refers to the processing power and hardware resources available for digital tasks, especially in AI and cloud contexts.
  • It is a mass noun, meaning it is uncountable; use it like 'power' or 'energy' rather than 'computer'.
  • The term is central to modern tech discussions regarding scaling, infrastructure costs, and the competitive advantage of having more resources.
  • Commonly used in phrases like 'cloud compute,' 'edge compute,' and 'compute-intensive,' highlighting its role as a fundamental digital utility.

In the modern era of digital transformation, the word compute has undergone a linguistic evolution, transitioning from a purely functional verb to a high-status technical noun. When experts in artificial intelligence, cloud infrastructure, or data science refer to 'compute,' they are not talking about the act of doing math; rather, they are discussing a quantifiable commodity—the sheer processing power and hardware resources necessary to execute complex algorithms. Imagine 'compute' as the 'electricity' of the information age. Just as a factory requires a specific amount of voltage to run its assembly lines, a modern neural network requires a specific amount of compute to 'learn' from data. This usage has become ubiquitous in Silicon Valley and academic circles, where the availability of compute often dictates the speed of innovation.

Technical Definition
The total amount of processing capacity, typically measured in FLOPs (Floating Point Operations), GPU hours, or CPU cycles, allocated to a computational task.
Economic Context
Compute is now treated as a capital asset or a utility, traded through cloud providers like AWS, GCP, and Azure, where firms purchase 'compute time' to run their operations.

The primary bottleneck for our generative AI startup isn't the data quality, but rather the sheer cost of the compute required to train the model from scratch.

The shift toward using 'compute' as a noun reflects a broader trend in technology where abstract processes are commodified. We no longer just 'compute' a result; we 'consume compute.' This is particularly relevant in the 'Compute Governance' debates, where policy experts discuss who should have access to the massive clusters of H100 GPUs that define the current technological frontier. Because compute is finite and expensive, it has become a metric of power. A company with more compute can run more simulations, test more hypotheses, and deploy more sophisticated models than its competitors.

Scaling laws suggest that model performance improves predictably as we increase the amount of compute used during training.

Furthermore, the term is frequently paired with adjectives that describe its intensity or location. You will hear about 'edge compute,' which refers to processing power located physically close to the user (like on a smartphone), or 'cloud compute,' which happens in massive, remote data centers. The nuance here is that 'compute' encompasses the CPU, GPU, TPU, and RAM collectively as a single functional unit of work. It is the raw material of the digital world, and understanding its role as a noun is essential for anyone reading contemporary technical literature or business news.

Common Collocations
Intensive compute, compute-constrained, compute resources, compute cluster, compute budget.

Using 'compute' as a noun requires a slight mental shift if you are accustomed to its verbal form. Because it is an uncountable (mass) noun in this context, it is rarely used with an indefinite article ('a compute') and is instead used like the word 'power' or 'money.' You can have 'more compute,' 'less compute,' or 'sufficient compute,' but you do not have 'many computes.'

The research team requested an additional grant to cover the skyrocketing costs of compute for their climate modeling project.

One of the most common grammatical patterns is the 'Noun + Noun' construction, where 'compute' acts as an attributive noun to modify another word. Examples include 'compute power,' 'compute resources,' and 'compute capacity.' In these instances, 'compute' specifies the type of resource being discussed. If you are writing a technical report, using 'compute' as a noun demonstrates a high level of domain-specific fluency.

Syntactic Pattern 1: Object of a Verb
'The algorithm requires significant compute to converge.' (Here, compute is the thing being required.)
Syntactic Pattern 2: Subject of a Sentence
'Compute has become the most valuable resource in the tech industry.' (Here, compute is the main topic.)

It is also vital to distinguish between 'compute' and 'computation.' While 'computation' refers to the process or the result of calculating, 'compute' as a noun specifically refers to the *capacity* or *resource* used to perform that computation. For example, 'The computation took three hours' (the process) vs. 'The computation required 500 units of compute' (the resource). This distinction is subtle but critical for C2-level precision.

By optimizing the code, we were able to achieve the same results with 30% less compute.

In professional settings, you might also encounter the term in the context of 'provisioning.' To provision compute means to set aside or allocate specific server resources for a task. If a system 'runs out of compute,' it means the allocated hardware limits have been reached, potentially causing the software to crash or slow down. This usage is standard in DevOps, cloud engineering, and AI research.

Our current compute infrastructure is insufficient for the upcoming stress test.

The noun 'compute' is a staple of the 'Tech-Speak' dialect. If you attend a developer conference like Google I/O, WWDC, or AWS re:Invent, you will hear the word 'compute' hundreds of times. It is the preferred term for engineers discussing the scalability of their applications. Instead of saying 'We need more computers,' which sounds like they need more physical laptops, they say 'We need more compute,' which implies they need more virtualized processing power from the cloud.

'We are seeing a massive shift in how companies budget for compute as AI becomes central to their operations,' said the CTO during the quarterly earnings call.

Financial news outlets like Bloomberg and The Wall Street Journal have also adopted this usage, especially when reporting on the semiconductor industry. When discussing companies like NVIDIA or AMD, analysts often talk about the 'global demand for compute.' In this context, 'compute' serves as a shorthand for the entire ecosystem of chips and data centers that power the internet.

Academic Papers
In AI research, papers often include a 'Compute' section detailing the hardware used (e.g., 'Training was performed using 2,048 A100 GPUs for 15 days, totaling X units of compute').
Podcast & Interviews
Tech podcasters like Lex Fridman or the hosts of 'All-In' frequently discuss the 'compute moat'—the idea that having more processing power gives a company a competitive advantage.

You will also hear it in the gaming industry, specifically regarding 'cloud gaming.' Services like Xbox Cloud Gaming or NVIDIA GeForce Now rely on 'remote compute' to render high-end graphics on low-powered devices like smartphones or tablets. The 'compute' happens in a data center, and the resulting video is streamed to the player.

'To achieve real-time ray tracing on a mobile device, we offload the heavy compute to our server clusters,' the lead developer explained.

The most frequent error made by English learners—and even some native speakers—is treating 'compute' as a countable noun. Because it feels like a synonym for 'computer' or 'calculation,' there is a temptation to say 'We have three computes' or 'This is an expensive compute.' This is incorrect. 'Compute' is a mass noun representing a collective resource. Correct usage would be 'We have three units of compute' or 'This is an expensive amount of compute.'

Incorrect: Our server has many computes available.
Correct: Our server has significant compute available.

Another common mistake is confusing 'compute' (noun) with 'computer' (noun). A 'computer' is the physical machine (the box, the screen, the chips). 'Compute' is the abstract utility provided by that machine. It is the difference between a 'car' and 'horsepower.' You wouldn't say 'I need more car to go faster' if you meant you needed more engine power. Similarly, you don't say 'I need more compute' if you are asking for a new laptop; you say 'I need more compute' if your current laptop's processor isn't strong enough for your code.

Compute vs. Computation
Mistake: 'The compute of this mathematical constant is difficult.'
Correction: 'The computation of this constant is difficult.' (Use 'computation' for the act of calculating.)
Compute vs. Computing
Mistake: 'I am studying compute at university.'
Correction: 'I am studying computing (or Computer Science) at university.' ('Computing' is the field/activity.)

Finally, avoid using 'compute' as a noun in non-technical contexts. If you are talking about everyday math, like splitting a restaurant bill, using the word 'compute' as a noun will sound bizarre and overly 'robotic.' It is strictly reserved for the world of high-level processing and infrastructure.

While 'compute' is the trendy term of the moment, several alternatives might be more appropriate depending on your audience. The most direct synonym is 'processing power.' This is a more traditional term that everyone understands, from casual users to engineers. However, 'compute' is often preferred in cloud contexts because it specifically implies the *allocatable* nature of that power.

Computational Resources
This is the more formal, academic version. It's plural and encompasses everything: memory, storage, and processing. 'Compute' is more focused on the processing itself.
Cycles
Slang for CPU cycles. 'We need more cycles for this' is a common way to say 'We need more compute' in low-level engineering circles.
Throughput
Refers to the rate at which compute is used or data is processed. While 'compute' is the resource, 'throughput' is the speed of its utilization.

In the context of cloud services, you might hear 'instances' or 'nodes.' These are the discrete containers or machines that provide the compute. If 'compute' is the water, an 'instance' is the bucket that holds it. Using 'compute' allows you to talk about the total volume of water without worrying about how many buckets you have.

Comparing compute to processing power: 'Compute' sounds more like a utility (like electricity), while 'processing power' sounds more like a mechanical capability (like horsepower).

When writing for a general audience, it is often better to use 'computational power' or 'digital infrastructure' to avoid the jargon-heavy feel of the noun 'compute.' However, if your goal is to sound like an industry insider, 'compute' is the way to go.

How Formal Is It?

Wusstest du?

Before it meant a machine, a 'computer' was a job title for a human—usually a woman—who performed complex mathematical calculations for engineers or astronomers.

Aussprachehilfe

UK /kəmˈpjuːt/
US /kəmˈpjut/
Second syllable (com-PUTE).
Reimt sich auf
refute dilute astute salute commute acute repute pollute
Häufige Fehler
  • Pronouncing it like 'COM-pute' (stress on the first syllable).
  • Confusing it with 'computer' by adding an 'r' sound at the end.
  • Making the 'o' sound like 'co' in 'go' instead of a schwa.
  • Failing to pronounce the 'y' sound in the 'u' (saying 'com-poot').
  • Treating the 't' as silent.

Schwierigkeitsgrad

Lesen 8/5

Requires context of modern technology to understand why it is a noun.

Schreiben 9/5

Difficult to use correctly without sounding like you've made a grammar mistake.

Sprechen 7/5

Common in tech meetings, but rare in everyday life.

Hören 8/5

Can be confused with the verb 'compute' or the noun 'computer'.

Was du als Nächstes lernen solltest

Voraussetzungen

Computer Processing Resource Cloud Algorithm

Als Nächstes lernen

Throughput Latency FLOPs Scalability Provisioning

Fortgeschritten

Asymmetric compute Compute governance Neuromorphic compute Quantum supremacy Distributed systems

Wichtige Grammatik

Mass Noun Quantifiers

Use 'much' or 'amount of' with compute, never 'many' or 'number of'.

Attributive Nouns

In 'compute cluster', the noun 'compute' acts like an adjective to describe 'cluster'.

Zero Article

When talking about compute in general, do not use 'the' or 'a' (e.g., 'Compute is vital').

Subject-Verb Agreement

Compute is singular: 'The compute *is* ready', not 'are ready'.

Gerund vs Noun

Don't confuse 'computing' (activity) with 'compute' (resource).

Beispiele nach Niveau

1

This big computer has a lot of compute.

Tento velký počítač má hodně výpočetního výkonu.

Uncountable noun use.

2

Does the robot need more compute?

Potřebuje ten robot více výpočetního výkonu?

Question form.

3

Compute is like food for computers.

Výpočetní výkon je jako jídlo pro počítače.

Simple metaphor.

4

We use compute to play games.

Používáme výpočetní výkon k hraní her.

Purpose clause.

5

Compute helps the machine think.

Výpočetní výkon pomáhá stroji myslet.

Subject position.

6

The store sells cloud compute.

Obchod prodává cloudový výpočetní výkon.

Compound noun.

7

Is compute expensive?

Je výpočetní výkon drahý?

Adjective complement.

8

I want more compute for my app.

Chci více výpočetního výkonu pro svou aplikaci.

Direct object.

1

You can buy compute from Amazon.

Můžete si koupit výpočetní výkon od Amazonu.

Source preposition.

2

The game needs high compute to run well.

Hra potřebuje vysoký výpočetní výkon, aby běžela dobře.

Adjective + noun.

3

Our compute is very slow today.

Náš výpočetní výkon je dnes velmi pomalý.

Possessive pronoun.

4

We don't have enough compute for this task.

Nemáme dostatek výpočetního výkonu pro tento úkol.

Negative quantifier.

5

Cloud compute is better than a local server.

Cloudový výpočetní výkon je lepší než lokální server.

Comparative structure.

6

How much compute does an AI need?

Kolik výpočetního výkonu potřebuje AI?

How much for uncountable nouns.

7

The price of compute is going down.

Cena výpočetního výkonu klesá.

Prepositional phrase.

8

They share their compute with other students.

Sdílejí svůj výpočetní výkon s ostatními studenty.

Shared resource context.

1

The company invests heavily in compute infrastructure.

Společnost investuje značné prostředky do výpočetní infrastruktury.

Attributive noun usage.

2

We need to optimize the code to reduce compute usage.

Musíme optimalizovat kód, abychom snížili využití výpočetního výkonu.

Noun as a modifier.

3

Is the compute for this project hosted locally or in the cloud?

Je výpočetní výkon pro tento projekt hostován lokálně nebo v cloudu?

Passive voice context.

4

The new chip provides double the compute of the previous version.

Nový čip poskytuje dvojnásobný výpočetní výkon oproti předchozí verzi.

Quantifying resource.

5

Scaling the app requires more compute during peak hours.

Škálování aplikace vyžaduje během špičky více výpočetního výkonu.

Temporal context.

6

Many startups struggle with the high cost of compute.

Mnoho startupů bojuje s vysokými náklady na výpočetní výkon.

Abstract noun as object of preposition.

7

Compute availability is a major factor in our decision.

Dostupnost výpočetního výkonu je hlavním faktorem v našem rozhodování.

Subject phrase.

8

The system automatically allocates compute based on demand.

Systém automaticky přiděluje výpočetní výkon na základě poptávky.

Technical verb 'allocate'.

1

The training of large language models is incredibly compute-intensive.

Trénování velkých jazykových modelů je neuvěřitelně náročné na výpočetní výkon.

Compound adjective 'compute-intensive'.

2

We are facing a compute bottleneck that prevents further scaling.

Čelíme úzkému hrdlu ve výpočetním výkonu, které brání dalšímu škálování.

Metaphorical noun phrase.

3

The researcher argued that compute, not data, is the limiting factor.

Výzkumník tvrdil, že limitujícím faktorem je výpočetní výkon, nikoli data.

Contrastive focus.

4

Edge compute allows for faster processing on mobile devices.

Edge compute umožňuje rychlejší zpracování na mobilních zařízeních.

Specific technical term.

5

The organization provides free compute to non-profit researchers.

Organizace poskytuje bezplatný výpočetní výkon neziskovým výzkumníkům.

Direct object with adjective.

6

They are building a massive compute cluster in the desert.

Staví masivní výpočetní cluster v poušti.

Noun cluster.

7

Compute efficiency has improved by 40% over the last year.

Efektivita výpočetního výkonu se za poslední rok zlepšila o 40 %.

Abstract noun property.

8

The startup pivoted to providing compute as a service.

Startup se přeorientoval na poskytování výpočetního výkonu jako služby.

Business model phrasing.

1

The sheer volume of compute required for this simulation is unprecedented.

Samotný objem výpočetního výkonu vyžadovaného pro tuto simulaci je bezprecedentní.

Formal academic tone.

2

We must consider the environmental impact of such massive compute consumption.

Musíme zvážit dopad tak masivní spotřeby výpočetního výkonu na životní prostředí.

Complex noun phrase.

3

The allocation of compute is strictly governed by the department's priority list.

Přidělování výpočetního výkonu je přísně řízeno prioritním seznamem oddělení.

Passive construction with 'governed'.

4

Serverless compute abstracts away the underlying infrastructure for developers.

Serverless compute abstrahuje základní infrastrukturu pro vývojáře.

Advanced cloud computing term.

5

The chip's architecture is designed to maximize compute throughput for AI workloads.

Architektura čipu je navržena tak, aby maximalizovala propustnost výpočetního výkonu pro úlohy AI.

Technical purpose clause.

6

There is a growing disparity in compute access between elite labs and smaller institutions.

Mezi elitními laboratořemi a menšími institucemi roste nepoměr v přístupu k výpočetnímu výkonu.

Sociopolitical context.

7

Heterogeneous compute environments combine different types of processors.

Heterogenní výpočetní prostředí kombinují různé typy procesorů.

Academic adjective.

8

The project failed not due to lack of talent, but due to compute constraints.

Projekt selhal nikoli kvůli nedostatku talentu, ale kvůli omezením výpočetního výkonu.

Parallel structure 'not due to... but due to'.

1

The geopolitical significance of compute has led to strict export controls on high-end GPUs.

Geopolitický význam výpočetního výkonu vedl k přísným kontrolám vývozu špičkových GPU.

High-level political context.

2

Rich Sutton's 'The Bitter Lesson' posits that leveraging compute is more effective than hand-coding heuristics.

Rich Suttonova 'Hořká lekce' tvrdí, že využití výpočetního výkonu je efektivnější než ruční kódování heuristik.

Reference to academic theory.

3

We are witnessing the commodification of compute into a fungible global asset.

Jsme svědky komodifikace výpočetního výkonu na zastupitelné globální aktivum.

Economic terminology ('fungible').

4

The model's emergent properties only became apparent after crossing a specific compute threshold.

Emergentní vlastnosti modelu se projevily až po překročení určitého prahu výpočetního výkonu.

Scientific/AI terminology.

5

Asymmetric compute capabilities could fundamentally alter the balance of power in cyber warfare.

Asymetrické výpočetní schopnosti by mohly zásadně změnit rovnováhu sil v kybernetické válce.

Strategic military context.

6

The overhead associated with managing distributed compute can sometimes outweigh the performance gains.

Režie spojená se správou distribuovaného výpočetního výkonu může někdy převážit nad nárůstem výkonu.

Complex trade-off analysis.

7

Quantum compute promises to solve problems that are currently intractable for classical systems.

Kvantový výpočetní výkon slibuje vyřešení problémů, které jsou pro klasické systémy v současnosti neřešitelné.

Future technology context.

8

The synthesis of massive datasets and colossal compute has birthed a new era of generative intelligence.

Syntéza masivních datových sad a kolosálního výpočetního výkonu zrodila novou éru generativní inteligence.

Elevated literary style in tech.

Synonyme

processing power computation computational capacity logic processing throughput

Gegenteile

Häufige Kollokationen

cloud compute
compute power
compute-intensive
compute resources
edge compute
serverless compute
provision compute
compute cluster
units of compute
compute bottleneck

Häufige Phrasen

Throw more compute at it

— To try and solve a problem by simply using more processing power rather than improving the code.

The code is messy, but we can just throw more compute at it for now.

Compute-constrained

— Limited by the amount of processing power available.

Small startups are often compute-constrained compared to Google.

Buy compute

— To pay for processing power from a cloud provider.

It is cheaper to buy compute than to build our own data center.

Scaling compute

— Increasing the amount of processing power as demand grows.

Scaling compute is essential for any viral app.

Compute budget

— The allocated amount of money or time allowed for processing tasks.

We already went over our compute budget for this quarter.

Offload compute

— To send a task to a more powerful machine or the cloud.

The VR headset offloads compute to a nearby PC.

Compute node

— A single unit or machine within a larger network of processing power.

One compute node in the cluster has failed.

Elastic compute

— Compute that can automatically expand or shrink based on needs.

AWS is famous for its elastic compute services.

Compute density

— The amount of processing power available in a specific physical space.

Liquid cooling allows for higher compute density in server racks.

Compute credits

— Digital tokens used to pay for processing time on a platform.

The student received $500 in compute credits for her thesis.

Wird oft verwechselt mit

compute vs Computer

The machine itself vs. the power it provides.

compute vs Computation

The act of calculating vs. the resource used to do it.

compute vs Computing

The field of study vs. the resource.

Redewendungen & Ausdrücke

"The Bitter Lesson"

— A famous concept in AI that states that general methods that leverage compute are ultimately more effective than methods that use human knowledge.

The success of ChatGPT is a perfect example of 'The Bitter Lesson'.

Academic/AI
"Compute is the new oil"

— The idea that processing power is the most valuable and sought-after commodity in the modern economy.

With every country building AI, it's clear that compute is the new oil.

Business
"Burning compute"

— Using a lot of processing power, often implying it might be wasteful or very expensive.

We are burning compute just to generate these low-quality images.

Informal/Technical
"Compute moat"

— A competitive advantage gained by having so much processing power that others cannot catch up.

Google's compute moat makes it hard for new search engines to compete.

Business
"Running out of cycles"

— Being too busy or having no more processing power (often used for people too).

I'd love to help, but I'm running out of cycles this week.

Informal/Jargon
"Cheap compute"

— The availability of low-cost processing power that enables new types of innovation.

Cheap compute allowed the rise of mobile gaming.

Neutral
"Compute as a utility"

— The concept that processing power should be accessible like water or electricity.

The goal of the cloud is to provide compute as a utility.

Formal
"Compute-bound"

— When the speed of a task is limited only by the processor, not by memory or disk speed.

This encryption task is entirely compute-bound.

Technical
"The compute wall"

— A point where increasing processing power no longer provides significant benefits or becomes too expensive.

Researchers are worried we will soon hit the compute wall for LLMs.

Technical
"Raw compute"

— Pure processing power without any specific software or optimization.

The supercomputer offers 500 petaflops of raw compute.

Technical

Leicht verwechselbar

compute vs Computer

They sound almost identical.

A computer is a physical object; compute is an abstract resource. You can touch a computer, but you can't touch compute.

I bought a new computer to get more compute.

compute vs Computation

Both relate to calculating.

Computation is the process ('The computation took an hour'). Compute is the resource ('The computation used 10 units of compute').

The complex computation required massive compute.

compute vs Computing

Both are nouns related to 'compute'.

Computing is the activity or industry ('He works in computing'). Compute is the power ('He needs more compute').

Computing as a field is focused on maximizing compute.

compute vs Calculus

Both involve math.

Calculus is a branch of mathematics; compute is processing power.

Doing calculus requires mental compute.

compute vs Capacity

Both refer to limits.

Capacity is a general term for 'how much'; compute is specific to processing.

Our compute capacity is at its limit.

Satzmuster

B2

The [Task] requires [Adjective] compute.

The simulation requires significant compute.

C1

Due to [Noun] constraints, we must [Action].

Due to compute constraints, we must optimize the model.

C1

Scaling [Noun] is limited by [Noun].

Scaling the app is limited by available compute.

C2

The [Noun] of compute has [Verb] the [Noun].

The commodification of compute has transformed the industry.

C2

Leveraging [Noun] is [Comparative] than [Gerund].

Leveraging compute is more effective than hand-coding.

B1

We buy compute from [Provider].

We buy compute from Google.

B2

Optimize for [Noun] efficiency.

Optimize for compute efficiency.

C1

Provision [Noun] for [Task].

Provision compute for the training run.

Wortfamilie

Substantive

computer
computation
computability
computing

Verben

compute

Adjektive

computational
computable
compute-intensive

Verwandt

processor
algorithm
data
hardware
silicon

So verwendest du es

frequency

Increasing rapidly in the last 5 years due to AI.

Häufige Fehler
  • We need to buy many computes. We need to buy more compute.

    Compute is uncountable. You cannot have 'many' of it.

  • The compute of the math problem was hard. The computation of the math problem was hard.

    Use 'computation' for the act of solving a specific problem.

  • My compute is broken. My computer is broken.

    The physical device is a 'computer'. 'Compute' is the abstract power.

  • He is studying compute at college. He is studying computing at college.

    'Computing' is the name of the academic field.

  • The AI needs an expensive compute. The AI needs expensive compute.

    Don't use the article 'an' with the mass noun 'compute'.

Tipps

Use as a mass noun

Always treat 'compute' like 'water' or 'sand'. You can have a lot of it, but you can't have 'five' of it.

Stick to Tech

Only use this noun form when discussing servers, AI, or high-level computing. In a grocery store, it would sound strange.

Combine with 'Intensive'

The phrase 'compute-intensive' is a very natural way to describe difficult tasks like 3D rendering or AI training.

Compute vs Computer

A computer is the hardware; compute is the 'fuel'. You buy a computer to get access to compute.

Sound like an expert

Using 'compute' as a noun in a tech interview shows you are familiar with current industry terminology.

No plural 's'

Never write 'computes' unless you are using the verb form (e.g., 'He computes the total'). The noun is always 'compute'.

Cloud Context

In cloud computing, 'compute' often refers to the specific service category (e.g., Amazon EC2 is a 'compute' service).

Research Tip

When citing hardware in a paper, use 'compute' to describe the total effort (e.g., 'The total training compute was...').

The Power Rule

If you can replace it with 'power', it's the noun. If you can replace it with 'calculate', it's the verb.

Commodification

Think of compute as a digital currency. You spend compute to get answers from an AI.

Einprägen

Eselsbrücke

Think of 'Compute' as 'Computer Juice'. You don't say 'I need more computer', you say 'I need more compute' (juice) to make it go!

Visuelle Assoziation

Imagine a gas station where the pumps aren't giving gas, but glowing digital numbers into a car. That 'digital fuel' is compute.

Word Web

GPU Cloud Power AI Processing Resource Utility Hardware

Herausforderung

Try to write a paragraph about artificial intelligence without using the word 'computer', using 'compute' as a noun instead.

Wortherkunft

Derived from the Latin 'computare', which means 'to count, sum up, or reckon together'. It entered Middle English via Old French 'computer'.

Ursprüngliche Bedeutung: The original sense was 'to calculate' or 'to determine by mathematical means'.

It belongs to the Italic branch of the Indo-European family, specifically Romance through Latin.

Kultureller Kontext

Be aware that 'compute' is jargon. Using it with non-technical people might make you seem elitist or confusing.

In the US and UK, 'compute' as a noun is almost exclusively found in professional tech hubs like San Francisco, London, or Seattle.

Rich Sutton's 'The Bitter Lesson' (Essay) NVIDIA Keynotes by Jensen Huang OpenAI's 'Compute' blog posts

Im Alltag üben

Kontexte aus dem Alltag

AI Training

  • Compute-intensive training
  • Scale compute for LLMs
  • Compute bottleneck
  • Training compute

Cloud Computing

  • Provisioning compute
  • Serverless compute
  • Compute instances
  • Cloud compute costs

Gaming

  • Offloading compute
  • Remote compute
  • Graphics compute
  • Edge compute for gaming

Business Strategy

  • Compute as a moat
  • Compute budget
  • Investing in compute
  • Global compute demand

Scientific Research

  • Computational resources
  • Compute cluster
  • Units of compute
  • High-performance compute

Gesprächseinstiege

"Do you think compute will eventually become as cheap and accessible as electricity?"

"How does your company manage its cloud compute budget during peak traffic?"

"Is the 'compute moat' a real thing, or can clever algorithms beat raw power?"

"What are the environmental costs of the massive compute needed for AI?"

"Would you rather have more high-quality data or more compute for your project?"

Tagebuch-Impulse

Reflect on how the availability of 'compute' has changed the way we solve problems compared to fifty years ago.

If you had unlimited compute for 24 hours, what complex problem would you try to solve?

Discuss the ethical implications of a world where 'compute' is the primary source of wealth and power.

How does the concept of 'compute' as a noun change your understanding of what a computer actually is?

Describe a time you were 'compute-constrained' in your own work or life (mentally or digitally).

Häufig gestellte Fragen

10 Fragen

Yes, in technical and professional contexts. It is a recognized mass noun in fields like computer science and AI. However, in standard literary English, it might still be viewed as jargon.

No. Because it is an uncountable noun, you should say 'some compute,' 'more compute,' or 'an instance of compute.' Avoid using the indefinite article 'a'.

They are very similar. 'Processing power' is more general and older. 'Compute' is more modern and specifically implies that the power is a resource that can be bought, sold, or allocated in a cloud environment.

Because one 'computer' (like a server) can be split into many small pieces of 'compute,' or many computers can be combined into one giant pool of 'compute.' The noun 'compute' focuses on the total power, not the number of machines.

While it has roots in high-performance computing from the late 20th century, its popular use as a noun exploded around 2012 with the rise of deep learning and cloud-based AI training.

Yes, it is used globally in the tech industry. Whether you are in London, San Francisco, or Bangalore, the term is standard in engineering circles.

It is usually measured in FLOPs (Floating Point Operations), GPU-hours, or CPU-cycles. In cloud billing, it might be measured in 'vCPU-seconds'.

Technically, 'compute' usually refers to the processor (CPU/GPU). However, in the phrase 'compute resources,' it often includes the necessary memory to support that processing.

It is better described as 'technical jargon' or 'professional terminology' rather than slang. It is used in formal corporate reports and academic papers.

Only if the topic is specifically about technology or AI. Otherwise, it is safer to use 'computational power' or 'processing resources' to avoid the risk of the examiner thinking you made a mistake.

Teste dich selbst 200 Fragen

writing

Explain the difference between 'computer' and 'compute' using two sentences.

Well written! Good try! Check the sample answer below.

Richtig! Nicht ganz. Richtige Antwort:
writing

Write a sentence using the phrase 'compute-intensive'.

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Richtig! Nicht ganz. Richtige Antwort:
writing

Describe why an AI startup might be 'compute-constrained'.

Well written! Good try! Check the sample answer below.

Richtig! Nicht ganz. Richtige Antwort:
writing

Use 'compute' as a noun in a sentence about cloud services.

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Richtig! Nicht ganz. Richtige Antwort:
writing

Discuss the 'geopolitics of compute' in three sentences.

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Richtig! Nicht ganz. Richtige Antwort:
writing

Write a short email requesting more 'compute' for a project.

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Richtig! Nicht ganz. Richtige Antwort:
writing

Define 'edge compute' in your own words.

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Richtig! Nicht ganz. Richtige Antwort:
writing

Create a sentence using 'compute' as the subject.

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Richtig! Nicht ganz. Richtige Antwort:
writing

Explain the phrase 'throw more compute at it'.

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Richtig! Nicht ganz. Richtige Antwort:
writing

Write a sentence comparing 'compute' to 'electricity'.

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Richtig! Nicht ganz. Richtige Antwort:
writing

Use 'compute' as a noun in a professional report context.

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Richtig! Nicht ganz. Richtige Antwort:
writing

Describe a 'compute bottleneck'.

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Richtig! Nicht ganz. Richtige Antwort:
writing

Write a sentence using 'serverless compute'.

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writing

Explain the role of 'compute' in weather forecasting.

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Richtig! Nicht ganz. Richtige Antwort:
writing

Use 'compute' in a sentence about the semiconductor industry.

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Richtig! Nicht ganz. Richtige Antwort:
writing

Write a sentence about 'compute efficiency'.

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Richtig! Nicht ganz. Richtige Antwort:
writing

Use 'compute' as a noun in a sentence about a smartphone.

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Richtig! Nicht ganz. Richtige Antwort:
writing

Explain the term 'compute credits'.

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writing

Write a sentence using 'units of compute'.

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Richtig! Nicht ganz. Richtige Antwort:
writing

Describe the 'compute moat' of a large tech company.

Well written! Good try! Check the sample answer below.

Richtig! Nicht ganz. Richtige Antwort:
speaking

Explain 'compute' (noun) to a friend who doesn't work in tech.

Read this aloud:

Richtig! Nicht ganz. Richtige Antwort:
speaking

How would you ask for more server resources in a meeting?

Read this aloud:

Richtig! Nicht ganz. Richtige Antwort:
speaking

Discuss the pros and cons of 'edge compute'.

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Richtig! Nicht ganz. Richtige Antwort:
speaking

Describe a time your computer was slow using the word 'compute'.

Read this aloud:

Richtig! Nicht ganz. Richtige Antwort:
speaking

How would you use 'compute' in a job interview for a data scientist role?

Read this aloud:

Richtig! Nicht ganz. Richtige Antwort:
speaking

Talk about the environmental impact of massive compute usage.

Read this aloud:

Richtig! Nicht ganz. Richtige Antwort:
speaking

Explain 'The Bitter Lesson' in your own words.

Read this aloud:

Richtig! Nicht ganz. Richtige Antwort:
speaking

Use 'compute' and 'computation' in the same sentence.

Read this aloud:

Richtig! Nicht ganz. Richtige Antwort:
speaking

What is a 'compute budget' and why do companies have them?

Read this aloud:

Richtig! Nicht ganz. Richtige Antwort:
speaking

How do you pronounce 'compute'? (Practice aloud)

Read this aloud:

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speaking

Is compute 'the new oil'? Why or why not?

Read this aloud:

Richtig! Nicht ganz. Richtige Antwort:
speaking

Describe a 'compute-intensive' task you have performed.

Read this aloud:

Richtig! Nicht ganz. Richtige Antwort:
speaking

How would you describe a lack of processing power using technical jargon?

Read this aloud:

Richtig! Nicht ganz. Richtige Antwort:
speaking

What is 'serverless compute' and why is it popular?

Read this aloud:

Richtig! Nicht ganz. Richtige Antwort:
speaking

Discuss the 'compute divide' between rich and poor nations.

Read this aloud:

Richtig! Nicht ganz. Richtige Antwort:
speaking

Use 'offload compute' in a sentence about a VR headset.

Read this aloud:

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speaking

What are 'compute nodes' in a cluster?

Read this aloud:

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speaking

Explain why 'compute' is an uncountable noun.

Read this aloud:

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speaking

How does 'compute throughput' affect a business?

Read this aloud:

Richtig! Nicht ganz. Richtige Antwort:
speaking

Give an example of 'raw compute'.

Read this aloud:

Richtig! Nicht ganz. Richtige Antwort:
listening

Listen to a tech news clip about NVIDIA. How do they use 'compute'?

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Richtig! Nicht ganz. Richtige Antwort:
listening

In a podcast, a speaker says 'We're compute-bound.' What is the problem?

Richtig! Nicht ganz. Richtige Antwort:
Richtig! Nicht ganz. Richtige Antwort:
listening

If someone says 'We need more cycles,' what noun are they substituting?

Richtig! Nicht ganz. Richtige Antwort:
Richtig! Nicht ganz. Richtige Antwort:
listening

A CTO says 'Our compute spend is up.' What does this mean?

Richtig! Nicht ganz. Richtige Antwort:
Richtig! Nicht ganz. Richtige Antwort:
listening

You hear 'edge compute' in a talk about smart cities. Where is the work happening?

Richtig! Nicht ganz. Richtige Antwort:
Richtig! Nicht ganz. Richtige Antwort:
listening

An engineer says 'Provision 10 nodes of compute.' What is the action?

Richtig! Nicht ganz. Richtige Antwort:
Richtig! Nicht ganz. Richtige Antwort:
listening

A researcher mentions 'training compute'. What are they quantifying?

Richtig! Nicht ganz. Richtige Antwort:
Richtig! Nicht ganz. Richtige Antwort:
listening

In a movie, a hacker says 'I need more compute!' Is this realistic?

Richtig! Nicht ganz. Richtige Antwort:
Richtig! Nicht ganz. Richtige Antwort:
listening

Someone says 'The compute is the bottleneck.' What should be upgraded?

Richtig! Nicht ganz. Richtige Antwort:
Richtig! Nicht ganz. Richtige Antwort:
listening

You hear 'elastic compute' in an ad. What is the benefit?

Richtig! Nicht ganz. Richtige Antwort:
Richtig! Nicht ganz. Richtige Antwort:
listening

A speaker mentions 'fungible compute'. What does this imply?

Richtig! Nicht ganz. Richtige Antwort:
Richtig! Nicht ganz. Richtige Antwort:
listening

If an app 'offloads compute', where does the 'thinking' happen?

Richtig! Nicht ganz. Richtige Antwort:
Richtig! Nicht ganz. Richtige Antwort:
listening

A developer says 'This is a compute-heavy app.' Will it drain the battery?

Richtig! Nicht ganz. Richtige Antwort:
Richtig! Nicht ganz. Richtige Antwort:
listening

You hear 'compute credits'. Is this a physical object?

Richtig! Nicht ganz. Richtige Antwort:
Richtig! Nicht ganz. Richtige Antwort:
listening

A politician talks about 'national compute capacity'. What are they worried about?

Richtig! Nicht ganz. Richtige Antwort:
Richtig! Nicht ganz. Richtige Antwort:

/ 200 correct

Perfect score!

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