Amazon uses AI t sum up product reviews
ctvnews.ca - 1 year, 7 months ago - Read On Original Website
Amazon is experimenting with using artificial intelligence to sum up customer feedback about products on the site, with the potential to cut down on the time shoppers spend sifting through reviews before making a purchase.
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How is Amazon addressing its fake review problem with AI?
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Summarizing Reviews
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To Track Down
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cracks down on
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to identify damaged goods
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testing an AI-generated product review feature
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using generative A.I
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may soon offer generative
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To Enhance Warehouse Operations and Reduce Shipments of Damaged Items
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sum up product reviews
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to crack down on
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feature that summarizes
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to sum up product reviews
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summaries of product
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uses artificial intelligence systems to prevent
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upping its use of artificial intelligence
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to summarize customer product reviews and highlight product pros and cons
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developing new AI-powered tools
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adds it before all the customer reviews but adds a disclaimer in fine print below it that reads "AI-generated from the text of customer reviews."
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Summarizing Product Reviews
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then
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investing in "sophisticated tools" to help flag suspicious behaviour
On the Amazon product page for Apple's third-generation AirPods, for example, the AI feature now sums up the more than 4,000 user ratings to note that the wireless headphones "have received positive feedback from customers regarding their sound quality and battery life." But, it adds, "mixed opinions were also expressed about the performance, durability, fit, comfort, and value of the headphones."
The summary features the disclaimer: "AI-generated from the text of customer reviews."
"We are significantly investing in generative AI across all of our businesses," Amazon said in a statement to CNN on Monday, referring to the technology that underpins services such as ChatGPT.
The effort, first reported by CNBC, marks Amazon's latest attempt to incorporate generative AI into its services and has the potential to help customers quickly determine the pros and cons of various products. But there are limits.
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What other potential uses are there for AI in e-commerce besides summarising reviews?
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identify damaged goods
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help weed out fake
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help users find the right product
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Enhance Warehouse Operations and Reduce Shipments of Damaged Items
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help customers find the right product
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identifies each product's most important features and criticisms
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crack down on fake
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help guide customers toward newer products
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prevent fake
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toys to tech devices
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to "hallucinate" details
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Everything from sign-in activity and review history to an author's relationship with other online accounts
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detect fake reviews and scams
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sniff out patterns of behaviour and suspicious wording
For starters, the AI wording is not always intuitive. In the AirPods review, for example, the blurb says "all customers who mentioned stability had a negative opinion about it."
As with other generative AI tools, which are trained on vast troves of data online to come up with responses, there are also concerns about tone, accuracy and its potential to "hallucinate" details.
"Given that generative AI is based on probability, mistakes are possible ... and summaries may not be an accurate reflection of customer reviews," said Reece Hayden, a senior analyst at market research firm ABI Research. "The possibility of hallucinations will be a worry for customers and merchants."
Hayden also questions whether the tool will be able to decipher fraudulent or bot-created reviews. "These reviews will be treated equally and therefore the summary may reflect fake, non-customer reviews," Hayden said. (Amazon didn't immediately respond to a request for comment on this possibility.)
Amazon isn't the only e-commerce company blending generative AI into the shopping experience. Some companies such as Shopify and Instacart are using the technology to help inform customers' shopping decisions. Meanwhile, eBay recently rolled out an AI tool to help sellers generate product listing descriptions.
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How does Amazon's use of generative AI fit into the larger trend of companies investing in AI?
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to help users find the right product
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transform and improve virtually every customer experience
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to mitigate shipment issues while enhancing productivity
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The feature is a building block of Amazon's AI ambitions
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to reduce the amount of damaged items sent out, while speeding up picking and packing operations
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to crack down on fake reviews
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to summarize user reviews on products
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to prevent fake reviews on the platform that can intentionally mislead customers
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to tackle the burgeoning problem of fake reviews
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to summarize the reviews of certain product listings
Amazon CEO Andy Jassy said in a letter to shareholders in April that the company remains focused on "investing heavily" in the technology "across all of our consumer, seller, brand, and creator experiences." The company is also reportedly working on adding ChatGPT-like search capabilities for its e-commerce store, and it's rumoured to be planning to use generative AI to bring conversational language to a home robot.
Last month, Dave Limp, senior VP of devices and services, told CNN there is great interest in bringing generative AI to virtual assistant Alexa, so users can interact with the technology in a more fluid, natural way.