Sure, here's the translation in simplified Chinese, keeping the HTML structure intact: ```html
GenAI 应用开发生命周期中的 Shift Left 方法
``` In this HTML snippet: - `` and `
` denote the start and end of a paragraph in HTML. - "GenAI 应用开发生命周期中的 Shift Left 方法" translates to "Shift Left approach in GenAI application development life cycle" in English.
Certainly! Here's how you could express "Requirement Analysis" in simplified Chinese while keeping the HTML structure intact: ```html 需求分析 ``` In this HTML snippet: - `` is used to denote a section of text that should be styled or manipulated as a single unit. - `lang="zh-CN"` attribute specifies the language of the enclosed text as simplified Chinese. - `需求分析` translates to "Requirement Analysis" in simplified Chinese.
- Certainly! Here's the translated text in simplified Chinese, maintaining HTML structure:
```html
数据质量和准备：早期开始数据验证和清洗过程，确保模型训练所需的高质量数据。这可以避免因为在开发过程后期发现数据质量问题而引发的各种问题。
``` - Bias Identification: 早期分析可以帮助识别数据中的潜在偏见，从而通过应用必要的防护措施或审查层来主动采取措施以减轻这些偏见。
Sure, here's how you could structure it in HTML while using simplified Chinese characters:
```html
设计
```
In this structure:
- `` is a generic container.
- `` is used for the heading, where "设计" (which means "Design" in simplified Chinese) is the translated text.
- ```html
模型设计：尽早让利益相关者参与，以定义模型需求和架构。使用人工智能驱动的设计工具可以帮助创建针对特定需求的最佳模型结构。
```
- Sure, here's the translation of the text into simplified Chinese, keeping the HTML structure:
```html
可解释性和可解释性：早期定义和整合解释性要求，以确保模型易于理解并符合利益相关者的期望。
```
In simplified Chinese characters (without HTML structure for direct reading):
"可解释性和可解释性：早期定义和整合解释性要求，以确保模型易于理解并符合利益相关者的期望。"
```html
3. 开发
```
- Sure, here's the translation in simplified Chinese while keeping the HTML structure intact:
```html
自动化代码生成：使用生成式人工智能工具，如Github Copilot，协助编写代码示例，确保从一开始就保持一致性并遵循最佳实践。
```
In this HTML snippet:
- `` denotes a paragraph tag, which is used to structure the text.
- The Chinese text translates the provided English sentence accurately.
- Certainly! Here's the translated text in simplified Chinese while keeping the HTML structure:
```html
早期集成测试：在开发阶段早期加入单元测试和集成测试。通用人工智能代码模型可以帮助生成测试用例，覆盖各种情况，包括边缘情况。这有助于加快单元测试的准备过程。
```
In this HTML snippet, the translated Chinese text is enclosed within `` tags to maintain proper structure.
Sure, here is the text "4. Testing" translated into simplified Chinese while preserving HTML structure:
```html
4. 测试
```
In this HTML snippet:
- `` is used to wrap the text to maintain inline formatting.
- `lang="zh-CN"` indicates the language of the enclosed text is Simplified Chinese.
- "4. 测试" is the translation of "4. Testing" where "测试" means "Testing" in Chinese.
- Sure, here's the translated text in simplified Chinese, while keeping the HTML structure intact:
```html
持续测试：将生成式AI模型集成到CI/CD流水线中，进行持续测试和反馈。这样可以实现模型的实时调整和持续改进。确保模型根据阈值基准部署到连续环境中。
```
This HTML snippet contains the translated text:
**持续测试：**将生成式AI模型集成到CI/CD流水线中，进行持续测试和反馈。这样可以实现模型的实时调整和持续改进。确保模型根据阈值基准部署到连续环境中。
- Sure, here is the translation of the text into simplified Chinese, keeping the HTML structure intact:
```html
安全性和性能测试：基于负责任人工智能原则进行安全评估，并尽早进行性能测试。人工智能（作为法官或陪审团）可以帮助识别可能在开发周期后期才被发现的漏洞和性能瓶颈。
```
In this translation:
- `` tags are used to wrap each segment of the text for clarity and to preserve the structure.
- Chinese characters are used for the translation of each phrase while maintaining the original meaning and context.
Here is the translation of "5. Production & Maintenance" into simplified Chinese while keeping the HTML structure:
```html
5. 生产与维护
```
- Certainly! Here's the translation of the provided text into simplified Chinese, keeping the HTML structure intact:
```html
监控和反馈循环：实施基于人工智能的监控系统，分析模型性能（数据漂移和模型漂移），系统提示与用户提示的相关性，并持续反馈。
```
This HTML snippet contains the translated text while maintaining the structure suitable for integration into a web page.
- Certainly! Here is your text translated into simplified Chinese, while keeping the HTML structure:
```html
追踪在多LLM代理系统调试中非常重要
```
This HTML snippet retains the structure you requested while presenting the translated text in simplified Chinese.
- Sure, here is the translation in simplified Chinese while keeping the HTML structure:
```html
这有助于快速筛选、识别和解决生产中的问题。
```
In HTML:
```html
这有助于快速筛选、识别和解决生产中的问题。
```
This HTML structure maintains the text content within a `` tag for styling or scripting purposes.
- Certainly! Here's the translated text in simplified Chinese, maintaining HTML structure:
```html
重要性：“人在回路”对代理关键任务执行的重要性
```
In this translation:
- "Importance" is translated as "重要性".
- "Human In Loop" is translated as "人在回路".
- "for Agentic critical task execution" is translated as "对代理关键任务执行的重要性".
- Sure, here is the translated text in simplified Chinese while maintaining the HTML structure:
```html
Day -2 自动化维护：利用人工智能进行模型的自动重训练和更新，随着新数据的出现，确保模型随时间保持相关和准确。
```
This HTML snippet contains the translated text in simplified Chinese, structured within a `` (paragraph) tag for web content.
设计
` is used for the heading, where "设计" (which means "Design" in simplified Chinese) is the translated text.
- ```html
模型设计：尽早让利益相关者参与，以定义模型需求和架构。使用人工智能驱动的设计工具可以帮助创建针对特定需求的最佳模型结构。
```
- Sure, here's the translation of the text into simplified Chinese, keeping the HTML structure:
```html
可解释性和可解释性：早期定义和整合解释性要求，以确保模型易于理解并符合利益相关者的期望。
```
In simplified Chinese characters (without HTML structure for direct reading):
"可解释性和可解释性：早期定义和整合解释性要求，以确保模型易于理解并符合利益相关者的期望。"
```html
3. 开发
```
- Sure, here's the translation in simplified Chinese while keeping the HTML structure intact:
```html
自动化代码生成：使用生成式人工智能工具，如Github Copilot，协助编写代码示例，确保从一开始就保持一致性并遵循最佳实践。
```
In this HTML snippet:
- `` denotes a paragraph tag, which is used to structure the text.
- The Chinese text translates the provided English sentence accurately.
- Certainly! Here's the translated text in simplified Chinese while keeping the HTML structure:
```html
早期集成测试：在开发阶段早期加入单元测试和集成测试。通用人工智能代码模型可以帮助生成测试用例，覆盖各种情况，包括边缘情况。这有助于加快单元测试的准备过程。
```
In this HTML snippet, the translated Chinese text is enclosed within `` tags to maintain proper structure.
Sure, here is the text "4. Testing" translated into simplified Chinese while preserving HTML structure:
```html
4. 测试
```
In this HTML snippet:
- `` is used to wrap the text to maintain inline formatting.
- `lang="zh-CN"` indicates the language of the enclosed text is Simplified Chinese.
- "4. 测试" is the translation of "4. Testing" where "测试" means "Testing" in Chinese.
- Sure, here's the translated text in simplified Chinese, while keeping the HTML structure intact:
```html
持续测试：将生成式AI模型集成到CI/CD流水线中，进行持续测试和反馈。这样可以实现模型的实时调整和持续改进。确保模型根据阈值基准部署到连续环境中。
```
This HTML snippet contains the translated text:
**持续测试：**将生成式AI模型集成到CI/CD流水线中，进行持续测试和反馈。这样可以实现模型的实时调整和持续改进。确保模型根据阈值基准部署到连续环境中。
- Sure, here is the translation of the text into simplified Chinese, keeping the HTML structure intact:
```html
安全性和性能测试：基于负责任人工智能原则进行安全评估，并尽早进行性能测试。人工智能（作为法官或陪审团）可以帮助识别可能在开发周期后期才被发现的漏洞和性能瓶颈。
```
In this translation:
- `` tags are used to wrap each segment of the text for clarity and to preserve the structure.
- Chinese characters are used for the translation of each phrase while maintaining the original meaning and context.
Here is the translation of "5. Production & Maintenance" into simplified Chinese while keeping the HTML structure:
```html
5. 生产与维护
```
- Certainly! Here's the translation of the provided text into simplified Chinese, keeping the HTML structure intact:
```html
监控和反馈循环：实施基于人工智能的监控系统，分析模型性能（数据漂移和模型漂移），系统提示与用户提示的相关性，并持续反馈。
```
This HTML snippet contains the translated text while maintaining the structure suitable for integration into a web page.
- Certainly! Here is your text translated into simplified Chinese, while keeping the HTML structure:
```html
追踪在多LLM代理系统调试中非常重要
```
This HTML snippet retains the structure you requested while presenting the translated text in simplified Chinese.
- Sure, here is the translation in simplified Chinese while keeping the HTML structure:
```html
这有助于快速筛选、识别和解决生产中的问题。
```
In HTML:
```html
这有助于快速筛选、识别和解决生产中的问题。
```
This HTML structure maintains the text content within a `` tag for styling or scripting purposes.
- Certainly! Here's the translated text in simplified Chinese, maintaining HTML structure:
```html
重要性：“人在回路”对代理关键任务执行的重要性
```
In this translation:
- "Importance" is translated as "重要性".
- "Human In Loop" is translated as "人在回路".
- "for Agentic critical task execution" is translated as "对代理关键任务执行的重要性".
- Sure, here is the translated text in simplified Chinese while maintaining the HTML structure:
```html
Day -2 自动化维护：利用人工智能进行模型的自动重训练和更新，随着新数据的出现，确保模型随时间保持相关和准确。
```
This HTML snippet contains the translated text in simplified Chinese, structured within a `` (paragraph) tag for web content.
模型设计：尽早让利益相关者参与，以定义模型需求和架构。使用人工智能驱动的设计工具可以帮助创建针对特定需求的最佳模型结构。
```自动化代码生成：使用生成式人工智能工具，如Github Copilot，协助编写代码示例，确保从一开始就保持一致性并遵循最佳实践。
``` In this HTML snippet: - `` denotes a paragraph tag, which is used to structure the text. - The Chinese text translates the provided English sentence accurately.
早期集成测试：在开发阶段早期加入单元测试和集成测试。通用人工智能代码模型可以帮助生成测试用例，覆盖各种情况，包括边缘情况。这有助于加快单元测试的准备过程。
``` In this HTML snippet, the translated Chinese text is enclosed within `` tags to maintain proper structure.
持续测试：将生成式AI模型集成到CI/CD流水线中，进行持续测试和反馈。这样可以实现模型的实时调整和持续改进。确保模型根据阈值基准部署到连续环境中。
``` This HTML snippet contains the translated text: **持续测试：**将生成式AI模型集成到CI/CD流水线中，进行持续测试和反馈。这样可以实现模型的实时调整和持续改进。确保模型根据阈值基准部署到连续环境中。监控和反馈循环：实施基于人工智能的监控系统，分析模型性能（数据漂移和模型漂移），系统提示与用户提示的相关性，并持续反馈。
``` This HTML snippet contains the translated text while maintaining the structure suitable for integration into a web page.Day -2 自动化维护：利用人工智能进行模型的自动重训练和更新，随着新数据的出现，确保模型随时间保持相关和准确。
``` This HTML snippet contains the translated text in simplified Chinese, structured within a `` (paragraph) tag for web content.
