The Verge - Artificial Intelligences 2024年09月20日
Amazon is stuffing generative AI into its shopping experience
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亚马逊推出新的生成式AI工具,改善顾客和卖家的零售体验,包括个性化产品推荐、视频生成工具、动画图像功能及聊天机器人等

🎁亚马逊利用用户的购物偏好、搜索、浏览和购买历史,在其主页提供基于购物习惯的个性化产品推荐,如针对节日活动或体育活动的产品类别

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💡新增实时图像功能,可让用户为部分静态图像添加动画效果,如为杯子添加蒸汽或让植物随风摆动

🤖推出聊天机器人'Project Amelia',为第三方亚马逊零售商提供个性化推荐、见解和故障排除协助,以提升业务表现

Amazon is using generative AI to create tailored product recommendations based on user’s shopping history. | Image: Amazon

Amazon has introduced a batch of new generative AI tools that aim to improve the retail experience for both customers and sellers on the platform. One of the more notable features announced at the Amazon Accelerate event on Thursday will use customers’ preferences, search, browsing, and purchase history to create personalized product recommendations on Amazon’s homepage.

Instead of the “more like this” feature that suggests similar, specific items, the new recommendations will be offered as larger categories based on a customer’s shopping habits — such as those catering to holiday events or sporting activities. The company says it’s leveraging a large language model to recommend products with specific features, but it’s not clear how different this will be from the current user experience.

The feature will also curate more relevant product descriptions around user interests. Terms like “gluten-free” will appear more prominently in the descriptions of relevant products for customers who regularly search for gluten-free items, for example.

Image: Amazon
If your search history reveals you shop for furniture that sits two people, Amazon will make that feature clearer on relevant item listings.

Some new tools being released for third-party sellers on the platform include a free video generator tool that references a product’s image and features to produce AI-generated clips. The company says this feature was developed to make video marketing more accessible and cost-effective, citing a study from animated video firm Wyzowl that found 89 percent of consumers want to see more videos from brands.

A new live image feature is also being added to the image generator that Amazon introduced last year, allowing users to partially animate still images — such as adding steam to mugs or a breeze that makes plants sway. Amazon says that both the live image and new video generator are available now in beta to select US advertisers, where they’ll be fine-tuned before wider release.

Also launching in beta is “Project Amelia,” a chatbot that provides personalized recommendations, insights, and troubleshooting assistance, geared at improving business performance for third-party Amazon retailers. For example, when sellers ask Project Amelia how their business is doing, the chatbot will respond with a summary of sales data, website traffic, and year-over-year performance comparisons. Amazon says the beta, which is currently limited to a small group of US retailers, will expand to additional US sellers “in the coming weeks” and roll out to additional countries later this year.

This is a sizable batch of generative AI updates for Amazon, which has otherwise been lagging behind larger players in the industry like Meta and Google. According to Reuters, Amazon will be using Anthropic’s Claude AI to power upcoming Alexa improvements after finding its own AWS models struggled with words and responding to user prompts.

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亚马逊 生成式AI 零售体验 个性化推荐 视频生成
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