Coding emerges as generative AI’s breakout star
fastcompany.com
Coding emerges as generative AI’s breakout star
AI systems now help engineers generate production-quality code.
Mustafa Suleyman • The Coming Wave: Technology, Power, and the Twenty-first Century's Greatest Dilemma
编程这项工作非常适合 AI 增强或替代 ,原因如下:
1/ 编码本质上要求工程师将问题分解成更小、更易管理的任务;
2/ 有大量现有的训练数据;
3/ 任务需要判断力和基于规则的工作相结合;
4/ 解决方案利用可组合的模块(比如开源软件库等);
5/ 在某些情况下,工作成果可以通过经验测试其正确性。这意味着可靠的 AI 编码工具可以提供可量化的价值。
1/ 编码本质上要求工程师将问题分解成更小、更易管理的任务;
2/ 有大量现有的训练数据;
3/ 任务需要判断力和基于规则的工作相结合;
4/ 解决方案利用可组合的模块(比如开源软件库等);
5/ 在某些情况下,工作成果可以通过经验测试其正确性。这意味着可靠的 AI 编码工具可以提供可量化的价值。
Article
Generative AI can automate simple tasks
By automating simpler, tedious tasks (generating boilerplate code, fixing linter errors, generating unit tests, etc.), generative AI can help engineers focus on more complex tasks.
Generative AI can improve quality & reliability
Since generative AI models are trained on large codebases, they have the potential... See more
By automating simpler, tedious tasks (generating boilerplate code, fixing linter errors, generating unit tests, etc.), generative AI can help engineers focus on more complex tasks.
Generative AI can improve quality & reliability
Since generative AI models are trained on large codebases, they have the potential... See more
Adam Huda • The Transformative Power of Generative AI in Software Development: Lessons from Uber's Tech-Wide Hackathon
ModelsText is the most advanced domain. However, natural language is hard to get right, and quality matters. Today, the models are decently good at generic short/medium-form writing (but even so, they are typically used for iteration or first drafts). Over time, as the models get better, we should expect to see higher quality outputs, longer-form... See more