To translate "AI Agent Capabilities Engineering" into simplified Chinese while keeping the HTML structure, you can use the following: ```html AI代理能力工程 ``` This HTML snippet ensures that the translated Chinese text is marked as simplified Chinese (`zh-CN`).

Sure, here is the translation of "Introducing a high-level capabilities engineering framework for AI Agents" in simplified Chinese, while keeping the HTML structure: ```html 介绍一个面向AI代理的高级能力工程框架 ``` In HTML, it would look like this: ```html 介绍一个面向AI代理的高级能力工程框架 ```

Certainly! The translation of "Introduction" into simplified Chinese while keeping the HTML structure intact would be: ```html

介绍

```

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

在我最近的文章《从提示工程到代理工程》中，我提出了一个AI代理工程的框架，引入了一个处理设计和创建AI代理的心智模型。回顾一下，该框架提出了以下结构：

```

• To translate "AI agents are given Job(s)" into simplified Chinese while keeping the HTML structure intact, you can use the following: ```html AI代理被分配工作 ``` This HTML snippet ensures that the text "AI代理被分配工作" (which translates to "AI agents are assigned jobs" in English) is correctly identified as simplified Chinese.
• Sure, here's the translation in simplified Chinese while keeping the HTML structure: ```html 工作（工作）需要采取行动（行动）才能完成 ``` In this translation: - "Job(s)" is translated to "工作（工作）", where the parentheses clarify the plural form. - "Action(s)" is translated to "行动（行动）", similarly clarifying the plural form.
• 在保持HTML结构的情况下，将英文文本“Performing Action(s) requires Capabilities”翻译成简体中文可以是：“执行操作需要能力”。
• To translate "Capabilities have a Required Level of Proficiency" into simplified Chinese while keeping HTML structure, you can use the following: ```html 能力需要一定的熟练水平 ``` This HTML snippet maintains the structure while presenting the translated text in simplified Chinese.
• Sure, here's the translation of "The Required Level of Proficiency requires Technologies and & Techniques" into simplified Chinese while keeping the HTML structure intact: ```html 所需的熟练水平需要技术和技巧 ``` This HTML code includes the Chinese translation inside a `` tag with the `lang` attribute set to indicate simplified Chinese.
• To translate "Technologies and Techniques require Orchestration" into simplified Chinese while keeping the HTML structure, you can use the following: ```html 科技和技术需要编排 ``` This translates each word as follows: - 科技 (kējì) - Technologies - 和 (hé) - and - 技术 (jìshù) - Techniques - 需要 (xūyào) - require - 编排 (biānpái) - orchestration

Sure, here is the translation of the text into simplified Chinese, while keeping the HTML structure intact: ```html 如果你错过了那篇文章或者需要参考它，你可以在这里找到它。 ``` This HTML structure allows the text to be displayed correctly within a webpage while presenting the Chinese translation.

Sure, here's the translated text in simplified Chinese while keeping the HTML structure: ```html 尽管看似简单，但从更深层次来看，该框架涉及广泛的主题和理念。深入探讨广泛框架所涉及的概念，是一项重大的努力。在本文中，我们将继续探讨人工智能代理能力工程框架。这一框架的方法依赖于一个分类导向的思维方式，主要延伸自认知和行为科学的概念。 ``` In this translation: - "Although straightforward" is translated as "尽管看似简单". - "on a deeper level" is translated as "从更深层次来看". - "the framework tackles expansive topics and ideas" is translated as "该框架涉及广泛的主题和理念". - "Drilling into the concepts surfaced by the broader framework is a substantial endeavor" is translated as "深入探讨广泛框架所涉及的概念，是一项重大的努力". - "we continue our work by focusing on an AI Agent Capabilities Engineering Framework" is translated as "我们将继续探讨人工智能代理能力工程框架". - "The approach to this framework relies on a taxonomically oriented mindset, that extends concepts primarily rooted in cognitive and behavioral sciences" is translated as "这一框架的方法依赖于一个分类导向的思维方式，主要延伸自认知和行为科学的概念".

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

认知和行为科学基础

```

Sure, here is the translated text in simplified Chinese: 正如我在其他写作中提到的那样，在人类工具和技术发展的历史中，我们经常以自己作为我们试图构建的模型或灵感来源。人工智能本身的一个主题性例子是神经网络，它受到了人类大脑的启发。为了建立人工智能代理能力的框架，自然而然地要求助于认知和行为科学，以获得灵感、指导和有用概念的延伸。让我们首先对这些科学的含义有一个高层次的理解。

To translate "Cognitive Science" into simplified Chinese and keep the HTML structure intact, you would write: ```html 认知科学 ``` This translation ensures that the text "认知科学" is displayed in simplified Chinese characters within the HTML structure.

To translate the English text "Cognitive science is the interdisciplinary study of the mind and its processes, encompassing areas such as psychology, neuroscience, linguistics, and artificial intelligence. It provides critical insights into how humans perceive, think, learn, and remember." into simplified Chinese, while keeping the HTML structure intact, you can use the following code snippet: ```html

认知科学是跨学科研究心智及其过程的学科，涵盖心理学、神经科学、语言学和人工智能等领域。它提供了关于人类感知、思维、学习和记忆方式的重要见解。

``` This HTML snippet ensures the translated Chinese text maintains the proper structure for web content.

行为科学

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

行为科学是一门跨学科领域，研究认知过程和行动，通常考虑个体与环境之间的行为互动。它涵盖心理学、社会学、人类学和经济学等学科。

``` This HTML snippet contains the translated text with appropriate tags to maintain the structure.

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

随着对AI代理人所能实现的期望不断提升，将我们的能力框架基于认知和行为理论，应该为我们打下坚实基础，从而开始满足这些期望，并帮助我们开启一个未来，AI代理人能够像人类一样熟练地执行复杂的工作。

```

To translate "AI Agent Capabilities Framework" into simplified Chinese while keeping the HTML structure, you can use the following: ```html AI 代理能力框架 ``` This HTML snippet maintains the structure while providing the translated text in simplified Chinese.

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

在我们深入讨论细枝末节之前，让我们从高层次考虑一下，我们如何可能对所谓的“能力”进行分类，这些能力驱动着我们的代理人需要采取的“行动”，以便完成他们的“工作”。我建议，总体上，它们可以归为感知、思考、行动和适应几类。从这些类别中，我们可以继续识别这些类别下更详细的例子能力。尽管得到的框架在分类上是一致的，请记住，粒度能力和类别之间的暗含关系是近似的。实际上，这些能力在整个框架中密切交织在一起，试图在这个阶段对这种多维度进行建模并不特别有用。以下是构成该框架的主要类别和子类别的视觉表现，不包括您马上会看到的分类对齐。

``` This HTML structure ensures that the translation is represented clearly and appropriately.

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

虽然我们的主要关注点是以LLM为中心的AI代理工程，以未雨绸缪并允许这些框架扩展到具身AI和机器人领域，我们也融入了在这些场景中同样适用的概念。

``` This HTML code preserves the structure of the text and provides the simplified Chinese translation.

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

最后，在框架中我们并没有明确处理自主性，因为它更适合作为特定代理或其多个能力之一的总体特征。尽管如此，自主性并不一定是代理在其给定工作中必须满足的要求。

``` This HTML snippet preserves the structure of the text while presenting it in simplified Chinese.

在确立了这个基础之后，让我们来扩展整个框架。

Sure, the translation of "Perceiving" into simplified Chinese, while keeping the HTML structure intact, would be: ```html 感知 ```

Here is the translated text in simplified Chinese, while keeping the HTML structure intact: ```html 包括代理人从环境中获取、解释和组织感官信息的能力。它涉及到对适当刺激的检测、识别和理解，使代理人能够如预期般执行。具体能力的示例包括： ``` This HTML snippet translates the provided English text into simplified Chinese, preserving the structure for web or document formatting.

• To translate "Visual Processing: Image and object recognition and processing" into simplified Chinese while keeping the HTML structure, you would use the following: ```html 视觉处理： Image and object recognition and processing. ``` In this structure: - `` is used to enclose the text needing translation. - `` contains the original English text segment. - `` contains the translated simplified Chinese text. This format ensures the original English text is preserved while providing its Chinese translation.
• To translate "Textual Data Processing: Text recognition and processing" into simplified Chinese while keeping the HTML structure intact, you would write: ```html 文本数据处理：文本识别与处理 ``` Here, `...` is used to indicate that the enclosed text is in simplified Chinese. The translated text is "文本数据处理：文本识别与处理", which means "Textual Data Processing: Text recognition and processing" in English.
• To translate "Auditory Processing: Speech and sound recognition and processing" into simplified Chinese while keeping the HTML structure, you can use the following: ```html 听觉处理：语音和声音识别与处理 ``` This maintains the HTML structure while providing the translated text in simplified Chinese.
• To translate "Haptic Processing: Touch recognition and processing" into simplified Chinese while keeping HTML structure, you can use the following: ```html

  触觉处理：触觉识别与处理。

  ``` This HTML snippet maintains the structure and translates the text as requested.
• Sure, here is the translation of "Olfactory and Gustatory Processing: Scent recognition and processing" into simplified Chinese while keeping the HTML structure: ```html 嗅觉 (xiùjué) 和味觉 (hé wèijué) 处理： (chǔlǐ：) 香味 (xiāngwèi) 识别和处理。 (shíbié hé chǔlǐ。) ``` This HTML snippet translates "Olfactory and Gustatory Processing: Scent recognition and processing" into simplified Chinese with ruby annotations for pronunciation guidance.
• 感觉统合：将来自不同感觉输入的数据结合起来，以形成统一的理解。

To translate "Thinking" into simplified Chinese while keeping HTML structure, you would write: ```html 思考 ``` This HTML code will display "思考" (which means "Thinking" in simplified Chinese) on the webpage.

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

指的是使代理能够处理信息、形成概念、解决问题、做出决策和应用知识的能力。细粒度能力的例子包括：

```

Sure, here's the translation of "Contextual Understanding and Awareness" into simplified Chinese while keeping the HTML structure intact: ```html 情境理解与意识 ```

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

  上下文意识和理解：识别和理解情境、环境、空间和时间背景。

  ``` In this translation: - "Contextual Awareness and Understanding" is translated as "上下文意识和理解". - "Recognizing and comprehending situational, environmental, spatial and temporal context" is translated as "识别和理解情境、环境、空间和时间背景". This maintains the HTML paragraph structure `

  ` for clarity and proper formatting in HTML documents.

• Sure, here is the simplified Chinese translation of the provided text, keeping the HTML structure intact: ```html 自我意识与元认知：自我意识、自我监控、自我评估、元认知知识 ``` This translation maintains the structure and preserves the meaning of "Self-Awareness and Metacognition: Self-awareness, self-monitoring, self-evaluation, metacognitive knowledge" in simplified Chinese.

Sure, the translation of "Attention and Executive Functions" into simplified Chinese, while keeping HTML structure, would look like this: ```html 注意力和执行功能 ``` In this HTML snippet: - "注意力" translates to "Attention". - "和" translates to "and". - "执行功能" translates to "Executive Functions". This maintains the HTML structure while providing the translated text in simplified Chinese.

• Sure, here's the translated text in simplified Chinese, keeping the HTML structure intact: ```html 选择性注意力：在过滤无关信息的同时专注于相关数据 ``` This HTML structure allows the text to be displayed correctly within a web page.
• 分散注意力：同时管理和处理多个任务或信息来源
• To translate "Sustained Attention: Maintaining focus and concentration over prolonged periods" into simplified Chinese while keeping the HTML structure, you can use the following: ```html 持续注意力：在长时间内保持专注和集中力 ``` This maintains the HTML tags while providing the translated text in simplified Chinese.
• Sure, here's the translation in simplified Chinese while keeping the HTML structure: ```html Planning: 制定一系列行动或策略以达成特定目标。 ```
• 在保持HTML结构的情况下，将以下英文文本翻译成简体中文： 决策：分析信息，评估选择，并选择最佳行动方案。
• To translate "Inhibitory Control: Suppression of inappropriate or unwanted behaviors or actions" into simplified Chinese while keeping the HTML structure, you can use the following: ```html

  抑制控制：抑制不当或不必要的行为或动作。

  ``` This HTML structure maintains the formatting while providing the translation in simplified Chinese.
• To translate the phrase "Cognitive Flexibility: Switching between thinking about two different concepts or thinking about multiple concepts simultaneously" into simplified Chinese while keeping the HTML structure intact, you can use the following: ```html 认知灵活性：在两个不同概念之间切换思维，或同时思考多个概念。 ``` This HTML snippet ensures the text is marked as simplified Chinese (`zh-CN`) for proper display and processing in web contexts.
• Sure, here is the translation of "Emotional Regulation: Managing and responding to emotional experiences with appropriate emotions" in simplified Chinese while keeping the HTML structure: ```html 情绪调节：管理和以适当的情绪应对情感体验 ``` This HTML text can be inserted directly into your webpage or document.

To translate "Memory" into simplified Chinese while keeping the HTML structure intact, you can use the following code snippet: ```html 记忆 ``` This HTML code sets the language attribute to simplified Chinese (`zh-CN`) and displays the translated word "记忆" which means "Memory" in Chinese.

• To translate "Short-Term Memory: Holding and manipulating information temporarily" into simplified Chinese while keeping HTML structure, you can use the following: ```html 短期记忆：暂时保持和操纵信息 ``` In HTML context, it would be: ```html 短期记忆：暂时保持和操纵信息 ``` This ensures the text is correctly marked as simplified Chinese within an HTML document.
• To translate "Working Memory: Actively processing and manipulating information" into simplified Chinese while keeping the HTML structure intact, you can use the following: ```html 工作记忆：积极处理和操纵信息 ``` This HTML snippet includes the Chinese translation within a `` tag with `lang="zh-CN"` attribute to specify simplified Chinese.
• 长期记忆：在较长时间内存储和检索信息

To translate "Reasoning and Analysis" into simplified Chinese while keeping HTML structure, you would write: ```html 推理与分析简> ``` In this example: - `` and `简>` are placeholders for `` and `` respectively, as `` is commonly used in HTML to apply styles to inline elements. This way, the translated text "推理与分析" (Reasoning and Analysis) is enclosed within a `` tag to maintain structure and allow for styling if needed.

• To translate "Logical Reasoning: Drawing conclusions based on formal logic and structured rules" into simplified Chinese while keeping the HTML structure intact, you would write: ```html 逻辑推理：根据形式逻辑和结构化规则得出结论 ``` This HTML snippet maintains the structure while providing the translation in simplified Chinese.
• Sure, here's the translation in simplified Chinese while keeping the HTML structure: ```html 概率推理：基于概率和统计模型进行预测和决策 ``` In this HTML snippet, the text "Probabilistic Reasoning: Making predictions and decisions based on probability and statistical models" is translated into "概率推理：基于概率和统计模型进行预测和决策" in simplified Chinese.
• Sure, here is the text translated into simplified Chinese while keeping the HTML structure: ```html

  启发式推理：应用经验法则或捷径来找到解决方案。

  ``` This HTML structure maintains the original formatting while presenting the translated text in simplified Chinese.
• 归纳推理：从具体观察中得出概括
• Sure, here is the translation of "Deductive Reasoning: Drawing specific conclusions from general principles or premises" into simplified Chinese while keeping the HTML structure: ```html

  演绎推理：从一般原则或前提中得出具体结论

  ``` This HTML structure preserves the formatting while displaying the translated text in simplified Chinese.
• Sure, here's the translation of "Abductive Reasoning: Forming hypotheses to explain observations" into simplified Chinese while keeping the HTML structure intact: ```html 归纳推理: 形成假设以解释观察结果 ``` In this translation: - `` is used to denote an abbreviation or acronym. - `title="Abductive Reasoning"` provides the tooltip or title attribute for clarification. This preserves the structure and provides the translation in a clear manner.
• Sure, here is the translated text in simplified Chinese, while keeping the HTML structure: ```html 类比推理：通过找到与先前遇到的情况相似之处来解决问题 ``` This HTML snippet maintains the structure while providing the translated text in simplified Chinese.
• To translate "Spatial Reasoning: Understanding and reasoning about spatial relationships" into simplified Chinese while keeping the HTML structure intact, you can use the following: ```html 空间推理：理解和推理空间关系 ``` This preserves the structure and ensures the translated text appears correctly in HTML.

Sure, here's the translation in HTML format: ```html

知识利用与应用

```

• To translate "Semantic Knowledge: Acquiring and applying general world knowledge and features that make up concepts" into simplified Chinese while keeping HTML structure, you would use the following: ```html 语义知识：获取和应用构成概念的一般世界知识和特征 ``` This HTML code ensures that the text "语义知识：获取和应用构成概念的一般世界知识和特征" is displayed in simplified Chinese.
• Sure, here's the translation in simplified Chinese while keeping the HTML structure: ```html

  片段知识：获取和使用特定事件和经验的知识

  ```
• Sure, here is the simplified Chinese translation of the phrase while maintaining the HTML structure: ```html Procedural Knowledge: 知道如何高效执行任务和行动 ``` In this HTML snippet: - `Procedural Knowledge:` remains in English. - `知道如何高效执行任务和行动` translates "Knowing how to perform tasks and actions efficiently" into simplified Chinese.
• Sure, here's the translation: ```html

  声明性知识：获取和使用事实信息

  ```
• To translate "Language Comprehension: Understanding and interpreting language" into simplified Chinese while keeping the HTML structure intact, you can use the following: ```html

  语言理解：理解和解释语言

  ``` This HTML code snippet maintains the original text structure and provides the translated text in simplified Chinese.

To translate "Social and Emotional Intelligence" into simplified Chinese while keeping the HTML structure, you can use the following: ```html 社交与情感智能 ``` This preserves the text in Chinese characters within the HTML structure.

• Sure, here is the translation of "Emotion Recognition: Detecting and interpreting emotions" in simplified Chinese, keeping the HTML structure intact: ```html 情感识别：检测和解释情绪 ``` In this HTML snippet, `` tags are used to emphasize the translated text.
• To translate "Social Interaction: Engaging with humans or other agents in socially appropriate ways" into simplified Chinese while keeping the HTML structure, you would write: ```html 社交互动：以社会适当的方式与人类或其他实体互动 ``` This HTML code retains the structure while providing the translated text in simplified Chinese.
• Sure, here's the simplified Chinese translation of "Empathy: Understanding and responding to the emotional states of others" while keeping the HTML structure: ```html 共情：理解并回应他人的情感状态 ```
• 在理论上，理解和推断心智状态、意图和信念。
• 在HTML结构中保持不变，将以下英文文本翻译成简体中文： 社会感知：识别和理解社交提示和背景
• To translate "Relationship Management: Managing and nurturing long-term relationships" into simplified Chinese while keeping the HTML structure intact, you would use the following: ```html 关系管理：管理和培养长期关系 ``` This HTML snippet maintains the language tag for simplified Chinese (`lang="zh-CN"`) and ensures the translated text is correctly displayed and identified by browsers and search engines as Chinese content.

Sure, the translation of "Creativity and Imagination" into simplified Chinese while keeping HTML structure would look like this: ```html 创造力与想象力 ```

• Idea Generation: 产生新颖创新的想法
• Sure, here's the translation of "Artistic Creation: Creating original artistic works such as music, visual art, and literature" into simplified Chinese, while maintaining the HTML structure: ```html 艺术创作：创作原创艺术作品，如音乐、视觉艺术和文学。 ``` This HTML snippet preserves the text and specifies the language as simplified Chinese (`zh-CN`).
• Sure, here is the translation in simplified Chinese while maintaining HTML structure: ```html 想象力思维：设想并清晰表达超越当前现实的新可能性和场景 ```

Sure, the translation of "Doing" into simplified Chinese while keeping the HTML structure intact would look like this: ```html 做 ``` Here, `做` maintains the HTML structure and specifies that the text inside the `` tag is in simplified Chinese (`zh-CN`).

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

Description: Involves the capabilities through which Agents interact with the environment and perform tasks. It includes both digital and physical actions. This category of capabilities also covers communication and interaction, enabling the Agent to engage meaningfully with users and other systems. Examples of granular capabilities include:

``` ```html

描述：涉及代理与环境进行交互并执行任务的能力。它包括数字和物理行动。这类能力还涵盖通信和互动，使代理能够与用户和其他系统有意义地交流。细粒化能力的示例包括：

``` This HTML preserves the structure while providing the simplified Chinese translation.

• Sure, here's the translated text in simplified Chinese, keeping the HTML structure: ```html 数字行动执行：执行特定的数字行动，包括输出生成、自动化、问题解决行动、决策实施和响应行动。 ``` This HTML snippet maintains the structure while providing the translated text in simplified Chinese.
• Sure, here is the translation of the text into simplified Chinese, while keeping the HTML structure intact: ```html 身体动作执行： 规划、发起和调整动作，将感觉信息与运动行为结合，抓取和处理物体，以及学习和适应新的运动技能。 ``` In Chinese characters (without HTML tags): 身体动作执行：规划、发起和调整动作，将感觉信息与运动行为结合，抓取和处理物体，以及学习和适应新的运动技能。
• Sure, here is the text translated into simplified Chinese while keeping the HTML structure intact: ```html Human Communication and Interaction: 进行与用户的有意义对话，处理多种语言，并维持对话的语境。 ``` In this translation: - `` indicates the beginning of Chinese text with the language attribute set to simplified Chinese. - `进行与用户的有意义对话，处理多种语言，并维持对话的语境。` is the translated text which means "Engaging in meaningful dialogues with users, handling multiple languages, and maintaining the context of conversations."
• Sure, here's the translation of the text into simplified Chinese, keeping the HTML structure: ```html 代理与系统的通信与互动：有效地与其他AI代理和系统进行沟通和协调，使用协议和接口交换信息，同步行动，并在不同平台上保持互动上下文。 ``` This HTML structure ensures the translated Chinese text is presented correctly in a web context.

To translate "Adapting" into simplified Chinese while keeping the HTML structure, you can use the following: ```html 适应 ``` This HTML code snippet ensures that the text "适应" (which means "Adapting" in simplified Chinese) is properly marked up with the language attribute (`lang="zh-CN"`).

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

描述：指的是允许代理根据新信息、经验和反馈调整和发展其行为、过程和情感反应的能力。需要明确的是，我们在这里关注的是代理在其操作状态下的适应和学习能力，而不是发生在启用其基础能力的上下文中的学习。在我们的框架中，这将是工具与技术的领域。具体能力的示例包括：

``` This HTML snippet contains the translated text in simplified Chinese.

To translate "Learning" into simplified Chinese while keeping the HTML structure, you can use the following: ```html 学习 ``` This HTML snippet retains the structure and specifies that the text "学习" (which means "Learning" in simplified Chinese) should be displayed.

• Sure, here's the translation in simplified Chinese while keeping the HTML structure: ```html 认知学习：通过认知过程获取知识 ``` This HTML snippet preserves the structure and indicates that the text is in simplified Chinese.
• Sure, here's the translation in simplified Chinese while maintaining the HTML structure: ```html

  Imitation Learning: Acquiring new skills and behaviors by observing and replicating actions

  模仿学习：通过观察和复制动作来获取新技能和行为

  ``` In the translation: - `

  ` denotes the English original text. - `

  ` denotes the simplified Chinese translation.

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

  体验式学习：通过体验和反思学习

  ```

Sure, here is the translation of "Adaptation and Evolution" in simplified Chinese: 适应与进化

• Sure, here's the translated text in simplified Chinese while maintaining HTML structure: ```html 行为适应：根据反馈或环境变化调整行为 ``` This translation preserves the original meaning of "Behavioral Adaptation" as adjusting behaviors in response to feedback or environmental changes.
• Sure, here's the translation in simplified Chinese while maintaining the HTML structure: ```html 认知适应：根据新信息修改认知过程 ``` This HTML snippet retains the original English text structure and provides the simplified Chinese translation enclosed within a `` tag with the `lang="zh-CN"` attribute indicating the language.
• Sure, here's the translated text in simplified Chinese while keeping the HTML structure: ```html 情感适应：根据经验和背景调整情感反应 ``` This HTML structure preserves the content while providing the text in simplified Chinese characters.
• Sure, here's the translated text in simplified Chinese while keeping the HTML structure: ```html

  运动适应：通过练习和反馈适应运动技能

  ```
• To translate "Social Adaptation: Modifying social behaviors based on social cues and interactions" into simplified Chinese while keeping the HTML structure intact, you can use the following: ```html 社会适应：根据社交线索和互动修改社会行为 ``` This HTML code ensures that the translated Chinese text maintains the structure required for integration into an HTML document.
• Sure, here is the translation of the text into simplified Chinese while maintaining HTML structure: ```html Evolution: 长期变化和随时间的行为和认知过程的改进 ``` In this HTML snippet: - `...` is used to indicate that the enclosed text is in simplified Chinese (zh-Hans). - The translated text "长期变化和随时间的行为和认知过程的改进" corresponds to "Long-term changes and improvements in behaviors and cognitive processes over time" in English.

To translate the provided English text into simplified Chinese while keeping the HTML structure intact, you can use the following: ```html

由于本文意在作为一篇文章而非一本书，我们不会详细讨论每个例子的细粒度能力。

尽管我很想相信这是全面的，但它充其量只是一个良好的开端。

通过反复迭代和反馈，我们一定会对其进行修订、改进，并朝着一个稳定的框架迈进，这样可能会更适合广泛采纳。

``` In this translation: - `

` tags are used for each paragraph to maintain the structure. - The Chinese text accurately conveys the meaning of the original English sentences.

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

让我们现在转向一些示例，以说明框架的实际应用及其在代理工程设置中的价值。

```

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

AI代理能力框架的实践

``` This HTML code represents the title "AI代理能力框架的实践" in a webpage, where `

` is used for the main heading.

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

AI代理能力框架的实际应用涉及利用其结构化的概念，根植于认知和行为科学，促进设计思维过程。鉴于我们在构想和表达代理的期望能力方面的多样性，该框架有助于建立共同基础，在能力设计和工程方面实现一致性和全面性。随着对我们AI代理能力复杂程度期望的增长，这将特别有价值。让我们探讨一个例子：

``` This HTML snippet contains the translated text formatted in a paragraph (`

`) tag, suitable for displaying the translated text while preserving the structure.

To translate "AI Agent for Customer Support" into simplified Chinese and keep the HTML structure intact, you can use the following: ```html 客服人工智能代理 ``` This HTML code will display "客服人工智能代理" in simplified Chinese characters, which translates to "AI Agent for Customer Support" in English.

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

让我们考虑一个AI代理的工作是提供客户支持和个性化的产品推荐。有了这个框架，让我们把目标对准更高的保真度工作和情景描述，这将描绘出更生动的画面。

```

Sure, here is the text translated to simplified Chinese while keeping the HTML structure: ```html 工作：在提供卓越和富有同情心的客户支持和产品推荐的同时，积极预测销售趋势，并融入细致的语境元素，实现高度个性化的互动。 ``` In this HTML snippet, the Chinese text is embedded within the `` structure, suitable for inclusion in a web page or document.

```html

```

在保持HTML结构的情况下，将“Actions Required”翻译为简体中文。

• Sure, here is the text translated to simplified Chinese, while keeping the HTML structure: ```html 了解并解释客户的查询。 ``` This translates to "Understand and interpret customer queries."
• 提供准确和有帮助的回答。
• 在适当时候升级问题。
• 在客户互动的基础上预测销售趋势。
• To translate "Make product recommendations" into simplified Chinese while keeping the HTML structure, you would write: ```html 做产品推荐。 ``` In this HTML snippet: - `` is used to enclose the translated text to ensure it stands out or is styled differently if needed. - "做产品推荐。" is the translation of "Make product recommendations."

在保持HTML结构的情况下，将“Capabilities Required”翻译成简体中文的文本是：“所需能力”。

1. To translate "Perception" to simplified Chinese while keeping the HTML structure, you can use the following: ```html 感知 ``` Here, `感知` represents the word "Perception" in simplified Chinese within an HTML context, ensuring the language is properly specified for localization purposes.
2. Sure, here is the text translated to simplified Chinese while keeping the HTML structure intact: ```html

   文本数据处理：识别和理解客户书面查询，包括复杂句子和俚语。

   ``` In this HTML snippet, the original English text has been translated to simplified Chinese.
3. Sure, here is the translation of "Auditory Processing: Transcribe and comprehend spoken queries, even in noisy environments." in simplified Chinese while keeping the HTML structure intact: ```html 听觉处理：转录并理解口头查询，即使在嘈杂的环境中也能做到。 ```
4. 在视频支持会话期间，理解视觉线索和身体语言。

To translate "2. Cognition" into simplified Chinese while keeping the HTML structure intact, you can use the following: ```html 2. 认知 ``` This HTML code ensures that "认知" (which means "cognition" in simplified Chinese) is displayed correctly on a webpage, while also indicating the language for better handling by browsers and search engines.

上下文理解和意识:

• To translate "Temporal Awareness: Recognize seasonal trends and peak periods" into simplified Chinese while keeping the HTML structure, you would write: ```html 时间意识：识别季节性趋势和高峰期。 ``` This HTML snippet ensures that the text "时间意识：识别季节性趋势和高峰期。" is displayed in simplified Chinese while maintaining the correct language metadata (`lang="zh-CN"`).
• Sure, here's the translation in simplified Chinese while maintaining the HTML structure: ```html

  位置感知：理解地理位置数据。

  ```
• To translate "Personal Context Awareness: Understand individual customer, their history and preferences." into simplified Chinese while keeping HTML structure, you would write: ```html 个人背景意识：了解个体客户，他们的历史和偏好。 ``` This HTML snippet maintains the structure while providing the translated text in simplified Chinese.

To translate "Memory:" into simplified Chinese, while keeping HTML structure intact, you would use the following: ```html 记忆： ``` This HTML snippet will display "记忆：" in simplified Chinese. The `` tag indicates that the text inside should be treated as Chinese language.

• Certainly! Here is the translation of "Short-Term Memory: Retain recent interactions to maintain context." into simplified Chinese, while keeping the HTML structure intact: ```html

  短期记忆：保持最近的互动以保持上下文。

  ```
• Sure, here is the translation of "Long-Term Memory: Utilize past interactions for context." into simplified Chinese while keeping the HTML structure: ```html

  长期记忆：利用过去的互动来获取上下文。

  ```

Sure, here is the translation of "Reasoning and Analysis" into simplified Chinese, while keeping the HTML structure: ```html 推理与分析 ```

• Here's the translated text in simplified Chinese: 概率推理：识别客户互动中的模式，以预测未来行为。
• Sure, here's the translation of "Deductive Logic: Apply logical frameworks to troubleshoot issues" into simplified Chinese while maintaining HTML structure: ```html

  演绎逻辑：应用逻辑框架来解决问题。

  ``` This HTML snippet retains the structure and style of the original text while presenting the translation in simplified Chinese.
• 行为分析：理解并解释客户行为中的模式。
• Sure, here's the translated text in simplified Chinese while keeping the HTML structure: ```html 趋势分析：了解当前市场趋势和季节数据。 ``` This HTML snippet maintains the structure while displaying the translated text in simplified Chinese.

To translate "Knowledge Utilization and Application" into simplified Chinese while keeping HTML structure, you can use the following code snippet: ```html 知识利用与应用 ``` This HTML code uses the `` tag with the `lang` attribute set to "zh-CN" for simplified Chinese. The text "知识利用与应用" is the translation of "Knowledge Utilization and Application" into simplified Chinese characters.

• Semantic Knowledge: 应用通用世界知识来理解和回应查询。
• Sure, here's the translation of "Episodic Knowledge: Use specific events and past experiences for relevant support" into simplified Chinese while maintaining HTML structure: ```html

  情节知识：利用具体事件和过去经验来支持相关内容。

  ```
• Sure, here's the translation of "Declarative Knowledge: Access factual information for accurate responses." in simplified Chinese, while keeping the HTML structure: ```html

  陈述性知识：获取准确响应所需的事实信息。

  ```

To translate "Social and Emotional Intelligence" into simplified Chinese while keeping the HTML structure intact, you can use the following: ```html 社交与情感智能 ``` This translation maintains the original structure of the text within an HTML context.

• Sure, here is the translated text in simplified Chinese while keeping the HTML structure: ```html 情感识别：检测并解释客户的情绪。 ``` In this translation: - `` tags are used to emphasize the text "情感识别" (Emotion Recognition) in HTML.
• 在HTML结构中保持不变，将以下英文文本翻译成简体中文： 社交互动：以社交合适的方式与客户互动。
• To translate "Theory of Mind: Infer customer needs and preemptively offer solutions" into simplified Chinese while keeping the HTML structure intact, you can use the following: ```html Theory of Mind: Infer customer needs and preemptively offer solutions. ``` And the simplified Chinese translation: ```html 心灵理论：推断客户需求并预先提供解决方案。 ``` This HTML structure ensures that the language attribute (`lang`) is set correctly for screen readers and other language processing tools.
• Sure, here is the translation of "Relationship Management: Build rapport with customers to foster loyalty" into simplified Chinese while keeping the HTML structure intact: ```html 关系管理：与客户建立融洽关系，培养忠诚度。 ``` This HTML code ensures the translated text maintains the original formatting, allowing it to be seamlessly integrated into web content or documents.

To translate "Creativity and Imagination" into simplified Chinese while keeping the HTML structure, you would use the following: ```html 创造力与想象力 ``` This HTML snippet preserves the language attribute (`lang="zh-CN"`) to indicate simplified Chinese and translates "Creativity and Imagination" accordingly.

• Sure, here's the translation in simplified Chinese while keeping the HTML structure: ```html 想象力思维：超越当前问题，构想新的可能性。 ```

Sure, the translation of "Action" into simplified Chinese while keeping the HTML structure would be: ```html 动作 ```

To translate "Digital Interactions" to simplified Chinese while keeping the HTML structure, you can use the following: ```html 数字互动 ``` This HTML code ensures that the text "数字互动" (which means "Digital Interactions" in simplified Chinese) is correctly identified as Chinese for display and processing purposes.

• Sure, here's the translated text in simplified Chinese while keeping the HTML structure: ```html 输出生成：生成快速、准确和上下文适当的回复。 ``` This HTML code maintains the structure while displaying the translated text.
• Sure, here's the translation in simplified Chinese, while keeping the HTML structure intact: ```html 产品推荐生成：根据客户偏好和其他相关分析推荐产品。 ```

To translate "Human Communication and Interaction" into simplified Chinese while keeping the HTML structure intact, you would write: ```html 人类沟通与互动 ``` Here's a breakdown of the HTML structure: - ``: Inline element used for grouping and applying styles. - `lang="zh-CN"`: Specifies the language of the enclosed text (simplified Chinese). - `人类沟通与互动`: Translates to "Human Communication and Interaction" in simplified Chinese characters. This HTML snippet ensures that the text is correctly marked with the language attribute for simplified Chinese, which helps browsers and search engines understand the language of the content.

• Sure, here's the translation: ```html 对话连续性：在多个交互中保持上下文。 ```

代理和系统通信

• Sure, here's the translation in simplified Chinese, keeping the HTML structure intact: ```html Inter-Agent Coordination: 与其他AI系统通信，同步行动并共享见解。 ``` In this HTML snippet: - `` indicates the following text is in simplified Chinese. - `与其他AI系统通信，同步行动并共享见解。` is the translated text, meaning "Communicate with other AI systems to synchronize actions and share insights."

To translate "Adaptation" into simplified Chinese without altering the HTML structure, you would use the following: ```html 适应 ``` This maintains the integrity of the HTML while providing the translation of the word "Adaptation" into simplified Chinese.

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

• To translate "Experiential Learning: Continuously improve understanding of customer behavior" into simplified Chinese while keeping the HTML structure intact, you can use the following: ```html 体验式学习：持续改善对客户行为的理解。 ``` In this translation: - "Experiential Learning" is translated as "体验式学习" (tǐyàn shì xuéxí). - "Continuously improve understanding" is translated as "持续改善理解" (chíxù gǎishàn lǐjiě). - "of customer behavior" is translated as "对客户行为的" (duì kèhù xíngwéi de). Make sure to use UTF-8 encoding to ensure proper display of Chinese characters on web pages.

Certainly! Here's the translation of "Adaptation" into simplified Chinese while keeping the HTML structure intact: ```html 适应 ``` In this HTML snippet, `适应` translates "Adaptation" to "适应" in simplified Chinese, with `lang="zh-CN"` indicating the language code for Chinese.

• Sure, here is the translation in simplified Chinese while keeping the HTML structure intact: ```html 行为适应：根据反馈调整互动风格。 ``` This HTML snippet maintains the structure for easy integration into web content.
• 在保留HTML结构的情况下，将以下英文文本翻译成简体中文： 认知适应：通过新信息更新知识。
• 情绪适应：修改情绪反应。

以下一些见解可能会让人感到有些惊讶。例如，AI代理是否应具备关系管理能力？或者，关于在屏幕上伪装身体的AI代理，能够观察并响应通过视频“观察”到的全新一系列数据点，这样的AI代理又如何？可以肯定的是，存在着大量的隐私问题和需要解决的问题，但这并不是一个我们应该完全排除的概念。

To translate "Creating Capabilities Through Technologies and Techniques" into simplified Chinese while keeping the HTML structure, you can use the following: ```html 创建能力通过技术和技巧 ``` In this translation: - "创建能力" means "Creating capabilities". - "通过" means "through". - "技术和技巧" means "technologies and techniques". Make sure to encode the HTML properly if you're integrating this into a web page.

To translate the provided English text into simplified Chinese while keeping the HTML structure intact, you can use the following: ```html 尽管本文不会重点评估技术和技巧以实现功能，但我们应该讨论在完成上述练习后自然产生的问题。LLM（大型语言模型）难道不是直接为大部分这些功能提供工具吗？ ``` This HTML snippet preserves the structure of the text while providing the simplified Chinese translation.

尽管大型语言模型(LLMs)在技术上确实取得了飞跃进步，但简单的答案是否定的。在像推理和分析能力这样的情况下，虽然LLMs可以令人印象深刻地模拟类似推理或分析的过程，但它远远不及人类在这些方面的能力。总之，LLMs提供了一种并非完全可靠但功能强大的快捷方式，用于实现许多这些能力。它们代表了智能和交互技术中非常重要的进化步骤，它们的空前采用有助于解释为何人工通用智能(AGI)的概念如此令人兴奋。尽管其具体定义仍在争论中，如果实现，AGI可能成为实现上述认知/行为能力的首选技术解决方案。

结论

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

我希望您会发现AI代理能力工程框架是一种深思熟虑的方法，用于定义您的AI代理的能力。通过整合认知和行为科学的概念，这个框架旨在指导开发AI代理执行复杂任务所需的能力。该框架相对复杂，并且肯定会随着时间的推移而发展。在这个阶段的关键要点是围绕感知、思考、行动和适应的心理模型。这四个高层次的概念本身为有效组织和开发代理能力提供了非常坚实的基础。

``` This HTML snippet contains the translated text in simplified Chinese, structured as a paragraph (`

` tag) for easy integration into an HTML document.

To translate the given English text into simplified Chinese while keeping the HTML structure intact, you can use the following: ```html

感谢阅读，并请继续关注此框架的未来改进以及AI Agenting Engineering框架其他方面的扩展。如果您希望进一步讨论此框架或其他我写过的话题，请随时通过LinkedIn与我联系。

``` In this HTML snippet: - `

` and `

` are used to denote paragraphs, which maintain the structure of the text. - The Chinese text is placed inside the `

` tag, ensuring proper formatting and separation within an HTML context. Make sure to insert this snippet appropriately into your HTML document where you want the translated text to appear.

除非另有说明，本文中所有图片均为作者所拍摄。