phodal - 2023-12-03T09:08:26Z
生成式 AI 应用落地小结：高估的模型能力，低估的工程实施
虽然 ChatGPT 已经诞生了一周年，但是大量的人依旧对于生成式 AI 没有足够的认识。在研发领域，Thoughtworks 一直在与不同的大型企业合作，保持开放性的探索。
AI生成摘要 Thoughtworks has been collaborating with large enterprises to explore and build open-source projects in the field of generative AI. They have developed Unit Mesh as part of their open-source AI development system. Unlike other areas where generative AI is applied, many companies have transitioned from a workshop development approach to a standardized one. Thoughtworks believes that the experience in IDEs can be applied to other software development scenarios. They have explored different models and techniques to enhance coding and writing experiences, such as strong contextual generation, custom AI actions, and integration with existing frameworks. They emphasize the need for multiple models to assist with different subtasks and the continuous fine-tuning of models based on user feedback. Overall, generative AI can enhance productivity but should be seen as a comprehensive assistant rather than a one-stop solution.