Collective intelligence

USAGE SUMMARY

The phrase "Collective intelligence" is correct and usable in written English.
It can be used to refer to the shared or group intelligence that emerges from collaboration and collective efforts, often in contexts like technology, social sciences, or organizational behavior. Example: "The success of the project was largely due to the collective intelligence of the team, which allowed them to solve complex problems more effectively."

✓ Grammatically correct

News & Media

Science

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Collective intelligence relies on a certain degree of innocence.

The New Yorker

Collective Intelligence Every e-mail discussion list, Web bulletin board and group blog is an example of collective intelligence at work.

The New York Times - Tech

What does collective intelligence mean?

The New York Times

Does it "harness collective intelligence"?

The Economist

This is what some call "collective intelligence".

The New York Times

TimesOpen: I recently attended a research conference on Collective Intelligence.

The New York Times

It is run by collective intelligence, aka the cloud".

Independent

Does blogging reduce the collective intelligence of the human race?

The Guardian - Books

The collective intelligence and insight of the community is impressive".

The Guardian - Tech

Is collective intelligence the way of the future?

The New York Times

"It's the next evolution of collective intelligence on the Web.

The Guardian - Tech

Expert writing Tips

Best practice

When using "collective intelligence", clearly define the group or system contributing to the shared intelligence to provide context and avoid ambiguity.

Common error

Avoid assuming that any group effort automatically results in "collective intelligence". Be mindful of groupthink, where the desire for harmony overrides critical thinking, leading to poor decisions.

Linguistic Context

The phrase "collective intelligence" functions primarily as a noun phrase, often serving as the subject or object of a sentence. It describes the shared or group intelligence that arises from the collaboration and aggregation of individual contributions. As Ludwig AI confirms, the phrase is grammatically correct and appropriate for use in written English.

Expression frequency: Common

Frequent in

News & Media

40%

Science

35%

Formal & Business

15%

Less common in

Academia

5%

Encyclopedias

3%

Wiki

2%

Ludwig's WRAP-UP

In summary, "collective intelligence" is a grammatically sound and versatile noun phrase widely used to describe the shared intelligence emerging from group collaboration. As Ludwig AI confirms, this term functions to explain problem-solving capabilities and innovation. Predominantly found in News & Media and Science domains, the phrase maintains a neutral to formal tone suitable for diverse professional and academic contexts. Related concepts include "group intelligence" and "collaborative intelligence", each offering nuanced perspectives on the power of shared intellect. When employing "collective intelligence", it is essential to clearly define the contributing group and be wary of potential pitfalls like /s/groupthink.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

Group intelligence

Emphasizes the intelligence aspect of a group working together.

Collaborative intelligence

Highlights the collaborative nature of the intelligence.

Shared intellect

Focuses on the shared intellectual capacity of a group.

Wisdom of the crowd

Refers specifically to the collective wisdom derived from a large group of people.

Crowd intelligence

Highlights the intelligence derived from a crowd.

Team intellect

Stresses the intellectual capability within a team.

Joint understanding

Focuses on a common and shared comprehension.

Synergistic intelligence

Emphasizes the enhanced intelligence resulting from synergy.

Distributed cognition

Highlights how cognitive processes are distributed across a group.

Community insight

Emphasizes the insight emerging from a community.

FAQs

How is "collective intelligence" different from individual intelligence?

"Collective intelligence" refers to the shared or group intelligence that emerges from collaboration and collective efforts, while individual intelligence refers to the cognitive abilities of a single person.

What are some real-world examples of "collective intelligence"?

Examples of "collective intelligence" include open-source software development, where numerous developers contribute to a project; Wikipedia, which is created and maintained by a community of users; and prediction markets, where the aggregate predictions of many individuals often prove more accurate than those of experts.

How can organizations effectively harness "collective intelligence"?

Organizations can harness "collective intelligence" by fostering open communication, encouraging diverse perspectives, providing platforms for collaboration, and establishing clear goals and guidelines. They should be wary of /s/groupthink and ensure that the processes are designed to surface diverse insights.

What are the risks associated with relying on "collective intelligence"?

Risks include the potential for /s/groupthink, the spread of misinformation, the amplification of biases, and the lack of accountability. It's important to implement safeguards to mitigate these risks.