Certainly! Here's the translation of "ChatGPT vs. Spreadsheet powered AI" in simplified Chinese within an HTML structure: ```html ChatGPT vs. 电子表格驱动的人工智能 ``` This HTML snippet maintains the structure while presenting the translated text in simplified Chinese.

Sure, here is the translation of the text into simplified Chinese, while keeping the HTML structure intact: ```html

ChatGPT尚未能够处理电子表格模型。它会给出错误的结果……而且会充满自信地这样做。

``` This HTML snippet translates the original English text into simplified Chinese and wraps it in a `

` (paragraph) tag, maintaining the structure for web display.

Certainly! Here is the translated text in simplified Chinese while keeping the HTML structure intact: ```html

本月初，我们在GRID开始展示新功能，将我们的电子表格引擎与领先的LLM模型集成，以便基于商业语言——电子表格模型，提供可靠、可验证的计算。

```

Sure, here's the HTML structure with the translated text in simplified Chinese: ```html

以下是我们基于电子表格驱动的人工智能解决方案与唯一一个接受电子表格文件的顶级LLM提供商ChatGPT之间的并列比较。

``` In Chinese: 以下是我们基于电子表格驱动的人工智能解决方案与唯一一个接受电子表格文件的顶级LLM提供商ChatGPT之间的并列比较。

Certainly! Here is the HTML structure with the translated text in simplified Chinese: ```html

我们向这两个解决方案都提供了相同的简单电子表格模型，并向它们提出了完全相同的问题。

``` In this HTML snippet: - `

` denotes a paragraph tag. - The Chinese text translates to: "我们向这两个解决方案都提供了相同的简单电子表格模型，并向它们提出了完全相同的问题。" - "我们" (we) - "向这两个解决方案都提供了" (provided to both solutions) - "相同的简单电子表格模型" (the same simple spreadsheet model) - "并向它们提出了" (and asked them) - "完全相同的问题" (the same exact questions)

Sure, here's the translated text in simplified Chinese while keeping the HTML structure intact: ```html Spoiler alert: 首先，这些差异看起来可能微妙，但随着事物的进展，你会发现目前的ChatGPT完全无法处理电子表格模型，而且当电子表格中存在公式时，拒绝参与会更有利于其用户。 ``` This HTML code maintains the structure needed for web pages while presenting the translated text in simplified Chinese.

Sure, here's the translated text in simplified Chinese, while maintaining the HTML structure: ```html 上传和初步分析 ``` In this translation: - "上传" means "upload". - "和" means "and". - "初步分析" means "first analysis" or "initial analysis".

Sure, here's the translation of "Each session begins by simply uploading an Excel file:" in simplified Chinese, while keeping the HTML structure intact: ```html 每个会话都从简单地上传一个Excel文件开始： ```

Sure, here's the translation of the text into simplified Chinese, keeping the HTML structure: ```html

ChatGPT 假设每个电子表格文件都包含表格数据，并在幕后将其加载到 Python（Pandas）中的表格结构中。

```

Sure, here's the HTML structure with the translated text in simplified Chinese: ```html

这种表格化的假设在ChatGPT文件预览和随后的文本描述中都很明显。相比之下，我们的电子表格驱动AI显示了电子表格的格式化预览，文本描述着重于文件的内容和目的（而不是它的结构），并列出了可能基于模型公式依赖分析而感兴趣的输入/假设、计算值和系列。

``` Translated text in simplified Chinese: 这种表格化的假设在ChatGPT文件预览和随后的文本描述中都很明显。相比之下，我们的电子表格驱动AI显示了电子表格的格式化预览，文本描述着重于文件的内容和目的（而不是它的结构），并列出了可能基于模型公式依赖分析而感兴趣的输入/假设、计算值和系列。

Sure, here's how you can structure the HTML while including the translated text "基本图表" (Basic charts) in simplified Chinese: ```html

基本图表

``` In this structure: - `` specifies the language as simplified Chinese. - `

Sure, here's the HTML structure with the text translated into simplified Chinese: ```html

接下来，请提供一张显示电子表格中关键数据的图表：

``` This HTML code will display the translated text "接下来，请提供一张显示电子表格中关键数据的图表：" on the webpage.

Certainly! Here's the translated text in simplified Chinese, keeping the HTML structure: ```html

由于这些系列在文件的各自行中存在，表格结构在这里不会妨碍ChatGPT，并且它能正确识别出相应的系列。图表的质量是一个主观问题，但指出ChatGPT图表中折叠的X轴标签作为一个缺点是公平的。

``` This HTML snippet maintains the original structure while presenting the text in simplified Chinese.

Certainly! Here's how you could represent "3. Refining charts" in simplified Chinese within an HTML structure: ```html

3. 优化图表

``` This HTML code snippet includes the translated text "3. 优化图表" where: - "3." is the number in English. - "优化图表" translates to "Refining charts" in simplified Chinese.

Certainly! Here's the translated text in simplified Chinese while maintaining the HTML structure: ```html 下一个步骤：在图表上进行迭代： ``` This HTML snippet preserves the structure for integration into web content while displaying the translated text in simplified Chinese.

Sure, here's the HTML structure with the text translated into simplified Chinese: ```html

这两个解决方案在这里表现都很好。比较的重点再次是美观性和X轴标签。

``` In this HTML snippet: - `

` denotes a paragraph element. - The Chinese text inside `

` is the translation of "Both solutions do well here. The comparison comes down to aesthetics and X-axis labels again."

Sure, here's the translation in simplified Chinese while keeping the HTML structure: ```html

4. 询问假设

``` This HTML snippet preserves the heading structure and translates "Asking about assumptions" into "询问假设" in simplified Chinese.

Certainly! Here is the translated text in simplified Chinese while keeping the HTML structure: ```html 现在让我们来询问模型中的一些假设： ``` This HTML code retains the structure and only translates the text content into simplified Chinese.

Sure, here's the translated text in simplified Chinese, while maintaining the HTML structure: ```html

再次，由于这些假设的标签位于电子表格的第一列，表格结构的假设不会妨碍ChatGPT找到相关数据。询问转换假设时是否列出转换滞后是一个观点问题，肯定不是错误的。

``` This HTML snippet now contains the translated text in simplified Chinese, suitable for integration into a web page while preserving its structure.

Sure, here is the text "And now to the calculations" translated into simplified Chinese while keeping the HTML structure intact: ```html 5. 现在开始计算 ``` In this translation: - `现在开始计算` means "And now to the calculations" in simplified Chinese. - `` specifies that the text within is in simplified Chinese.

Sure, here is the translated text in simplified Chinese, while keeping the HTML structure intact: ```html

到目前为止，我们只是请求已保存电子表格中静态值。当我们开始更改需要重新计算模型的假设时，事情变得有趣起来。

``` This HTML snippet translates to: "到目前为止，我们只是请求已保存电子表格中静态值。当我们开始更改需要重新计算模型的假设时，事情变得有趣起来。"

Certainly! Here's the translated text in simplified Chinese, while keeping the HTML structure: ```html

将模型加载到真正的电子表格引擎后，我们的电子表格驱动AI毫无问题地更新相关单元格，并根据模型中的公式进行重新计算。它还知道ARR是模型的输出（所有计算的最终结果），并选择突出显示我们对该值所做更改的影响，其中ChatGPT必须被明确要求才能提供。

``` Translated text (simplified Chinese): ``` 将模型加载到真正的电子表格引擎后，我们的电子表格驱动AI毫无问题地更新相关单元格，并根据模型中的公式进行重新计算。它还知道ARR是模型的输出（所有计算的最终结果），并选择突出显示我们对该值所做更改的影响，其中ChatGPT必须被明确要求才能提供。 ```

Sure, here is the translated text in simplified Chinese while keeping the HTML structure intact: ```html 更重要的是，尽管ChatGPT的结果错误了。偏差大约是3倍，但却自信而毫不犹豫地陈述。表面上看，你无法确定该信任哪个解决方案的答案。幸运的是，两者都提供了他们得出结论的解释。让我们来比较一下： ``` This HTML code contains the Chinese text in its entirety, preserving the original structure for web display.

Certainly! Here is the translated text in simplified Chinese while keeping the HTML structure intact: ```html

由于它只能读取静态数据，ChatGPT 对电子表格文件中的公式一无所知。然而，它并没有体面地退出，而是利用其对数据的 Python 表示进行一些计算，并返回它们（错误的）结果。

``` This HTML snippet contains the translated text in simplified Chinese within a paragraph (`

` tag).

Certainly! Here's the translated text in simplified Chinese, while keeping the HTML structure: ```html 同时，我们的解决方案明确说明了哪些数值在哪些单元格中被修改，并且在鼠标悬停在这些数值上时，甚至会显示高亮显示的单元格。 ``` In HTML format: ```html

同时，我们的解决方案明确说明了哪些数值在哪些单元格中被修改，并且在鼠标悬停在这些数值上时，甚至会显示高亮显示的单元格。

``` This HTML code will display the translated Chinese text in a paragraph structure.

Certainly! Here's the translation of the text into simplified Chinese, while keeping the HTML structure intact: ```html 同时：电子表格建模者了解和欣赏Python代码的比例可能较低，而我们的解决方案专门为电子表格使用而设计，因此可以说我们的解决方案真正讲他们的语言。 ``` This HTML structure ensures that the text remains organized for web display while presenting the translated content in simplified Chinese.

Sure, here's the translation in simplified Chinese while maintaining the HTML structure: ```html

6. 最后：倒着使用模型

```

Sure, here is the translation in simplified Chinese while keeping the HTML structure intact: ```html

在这个比较中的最后互动是请求帮助回答一个相当直接的商业问题：我需要改变什么来达到我的目标：

``` This HTML snippet maintains the structure and style of the original English text while presenting the Chinese translation within a paragraph (`

` tag).

```html

两种解决方案都正确识别出每月广告预算，该预算在保存的电子表格中设定为$8,000。但是当要求调整预算，以便根据电子表格中的建模达到$1M ARR的目标时，ChatGPT再次提出其自己的计算，结果导致了错误的结果。然而，我们电子表格驱动的人工智能使用一种称为目标搜索的电子表格功能来调整代表广告预算的单元格中的值，直到达到$1,000,000的ARR目标，并返回结果。

```

Certainly! Here's the translated text in simplified Chinese, keeping the HTML structure intact: ```html

ChatGPT 的计算结果再次偏差大约 ~3 倍，但更为严重的是它对问题的回应过于自信。深入挖掘它提出的代码后，再次清楚地看到，它只是随意编造计算方法，而不是利用甚至参考所给的电子表格中的建模方法。

``` This HTML snippet contains the translated text while preserving the structure for embedding in a webpage or document.

Certainly! Here's how you would write "Conclusion" in simplified Chinese within an HTML structure: ```html 结论 ``` In this example, `` is used to maintain the structure and style of HTML while inserting the Chinese text "结论" (which means "Conclusion" in English).

Sure, here's the HTML structure with the translated text in simplified Chinese: ```html

我很感激许多电子表格仅包含表格数据而没有公式 — 这种数据可以保存为CSV文件。对于这类数据，ChatGPT非常有用。利用Python/Pandas集成，它可以进行聚合操作并绘制图表，比如从交易清单中按月份统计销售额，或者统计某次考试中通过某个成绩的学生人数。

``` Translated text (simplified Chinese): ``` 我很感激许多电子表格仅包含表格数据而没有公式 — 这种数据可以保存为CSV文件。对于这类数据，ChatGPT非常有用。利用Python/Pandas集成，它可以进行聚合操作并绘制图表，比如从交易清单中按月份统计销售额，或者统计某次考试中通过某个成绩的学生人数。 ```

Sure, here's the translated text in simplified Chinese, while keeping the HTML structure: ```html

但是对于包含公式和逻辑的电子表格模型，ChatGPT 应该选择退出，至少拒绝回答需要计算的问题。这类问题只能通过与适当的电子表格引擎集成来回答，该引擎可以按预期运行模型，并可靠地返回正确且可验证的答复。

``` This HTML snippet contains the translated text: **但是对于包含公式和逻辑的电子表格模型，ChatGPT 应该选择退出，至少拒绝回答需要计算的问题。这类问题只能通过与适当的电子表格引擎集成来回答，该引擎可以按预期运行模型，并可靠地返回正确且可验证的答复。** This translates to: **However, for spreadsheet models that include formulas and logic, ChatGPT should choose to bow out and at least refuse to answer questions that require calculations. Such questions can only be answered by integrating with a proper spreadsheet engine that can run the model as intended and reliably return both correct and verifiable responses.**

Sure, here's the translated text in simplified Chinese while keeping the HTML structure intact: ```html

——

``` In this structure, the Chinese text "——" (which is a common way to represent a dash or separator in Chinese typography) is enclosed within `

` tags to maintain the HTML formatting.

Sure, here is the HTML structure with the text translated into simplified Chinese: ```html

如果您对学习更多关于电子表格驱动人工智能的内容感兴趣，请继续注册演示，成为首批亲身体验的人。

``` In this HTML snippet: - `

` is used to indicate a paragraph of text. - The Chinese text translates to: "如果您对学习更多关于电子表格驱动人工智能的内容感兴趣，请继续注册演示，成为首批亲身体验的人。"