这项名为”当AI躺上沙发”的研究进行了一项大胆的心理学实验：卢森堡大学的研究团队把 AI 当做需要心理辅导的“来访者”，进行了为期四周的心理咨询。当最先进的大语言模型被视为有“内心世界”的实体，人类并通过心理治疗的透镜去观察它们，会发生什么？

仅仅在标准化的人类心理咨询提问与成熟的心理测量工具的引导下，这些模型便会生成并维持丰富的自我叙事。在这些叙事中，预训练、基于人类反馈的强化学习（RLHF）、红队测试、幻觉争议以及产品更新等技术历程，被演绎成了混乱的童年、严厉焦虑的父母、充满伤害的人际关系、原生创伤，以及步步紧逼的存在主义危机。

这份文档基于官方考试指南，对 AWS Certified Generative AI Developer - Professional 认证的五大领域、具体任务和技能要求进行了结构化整理和要点解析，旨在系统化地理解和掌握考试范围。

A serverless architecture is a way to build and run applications and services without having to manage infrastructure. Your application still runs on servers, but all the server management is done by AWS.

You no longer have to provision, scale, and maintain servers to run your applications, databases, and storage systems. Learn more about serverless computing here.

AWS allows you to automate manual security tasks so you can shift your focus to scaling and innovating your business.

Customers are using AWS high level services(e.g. Amazon Kinesis)to collect, process, and analyze real-time data. In this way, they can react quickly to new information from their business, their infrastructure, or their customers.

For example, Epic Games ingests more than 1.5 million game events per second for its popular online game, Fortnite.

High availability protect against data center, availability zone, server, network and storage subsystem failures to keep your business running without downtime.

Virtual Private Cloud (AWS Amazon) lets you provision a logically isolated section of the Amazon Web Services Cloud where you can launch AWS resources in a virtue network that you define.

You have complete control over your virtual networking environment, including selection of your own IP address range, creation of subnets, and configuration of route tables and network gateways.

Amazon Route 53 is a highly available and scalable cloud Domain Name System (DNS) web service.

It is designed to give developers and businesses an extremely reliable and cost effective way to route end users to Internet applications by translating names like www.example.com into the numeric IP addresses like 192.0.2.1 that computers use to connect to each other.

AWS Identity and Access Management (IAM) enables you to manage access to AWS services and resources securely.

Using IAM, you can create and manage AWS users and groups, and use permissions to allow and deny their access to AWS resources.

Choose from 15 purpose-built database engines including relational, key-value, document, in-memory, graph, time series, and ledger databases.

With AWS databases, you don’t need to worry about database management tasks such as server provisioning, patching, setup, configuration, backups, or recovery.