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How to read this page. The written overview is an AI-generated educational summary. Papers, references, costs and companies are verify-yourself links — we do not fabricate citations, prices or company lists.
PART 1Executive Overview
1Definition

Cohere is a technology that focuses on developing general-purpose artificial intelligence models designed to handle complex natural language processing (NLP) tasks.

Category
General-Purpose
Best use
Natural language tasks, research
Stage
FAR
2Problem It Solves

The technology addresses the need for robust, versatile AI solutions that can efficiently process and interpret natural language data across a wide range of applications.

3Lifecycle / Journey Stage
lab research
PART 2Technical & Manufacturing
4How It Works

These AI models are trained using large datasets and advanced machine learning techniques to understand and generate human-like text, enabling them to perform various NLP tasks such as text generation, semantic similarity, sentence embedding, and more.

5Materials Used
6Manufacturing / Creation Process

The development involves extensive training on large datasets to fine-tune the models. This requires significant computational resources and expertise in machine learning and NLP.

7Build Process

Models are built through iterative training processes, where the AI is exposed to vast amounts of text data from diverse sources to learn patterns and relationships within the language.

PART 3Market & Industry
9Companies Involved
Cohere

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10Estimated Costs

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11Case Studies

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PART 4Academic References
12Scientific Papers / White Papers

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13Patents

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14Glossary
AI models
Artificial intelligence systems designed to perform specific tasks based on learned data.
Machine learning
A subset of AI that involves training algorithms with data to make predictions or decisions without being explicitly programmed.
Natural language processing (NLP)
A field of study within artificial intelligence concerned with the interaction between computers and human (natural) languages.
15References

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Related Technologies

Source: curated technology intelligence stream with tracked references.