LLM GPU Knowledge Base

How to Use the AI Coding Tool Cursor to Improve Programming Efficiency?

Posted by Volo | September 04, 2024
AI Programming Cursor Programming Tips Claude

This article introduces Cursor, an AI-assisted coding tool based on Visual Studio Code, and shows its main features and usage. Using real-world examples, it shows how Cursor can help developers write code faster, refactor code, solve problems, and make sense of large code bases. The article highlights the advantages of Cursor in improving coding efficiency, and also points out some features that are being improved.

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Limitations and opportunities of big language modeling: a product manager's guide to AI adoption

Posted by 汐笺 | September 04, 2024
Model Productization Thinking Product Manager LLM

This paper provides an in-depth discussion of the limitations and opportunities of large language modeling (LLM) in practical applications. It points out that LLM has inherent limitations such as context windows, computational costs, and stability, but these shortcomings can be remedied through engineering. The article argues that the real value of LLM lies in empowering product managers and engineers to become “incrementalizers” of innovation. The article suggests that product managers should focus on the business and the data, learn to call APIs, design the right AI agent, and weigh cost and effectiveness. Overall, the article provides insight into how to realize the full potential of LLM in practice.

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