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Duetothe long-horizon nature ofthe task, we often heavily rely onvisual manuals that provide step-by-step guidance during the assembly process.

Online retailing has become increasingly popular over the last decades [17, 28, 52]. The way of product ranking is the crux for online retailers because it determines the consumers' shopping behaviors [17] and thus influences the retailers' revenue [20, 49]. For instance, the probability of consumers' purchasing from a firm or clicking an advertisement is strongly related to the display order[8,3,33].

However,existingmodelsand benchmarks are commonly tailored to specific tasks, falling short of capturing the full complexity of online shopping. Large Language Models (LLMs), with their multi-task and few-shot learning abilities, have the potential to profoundly transform online shopping byalleviating task-specific engineering effortsandby providing users with interactiveconversations.

Table 4 contains the full set of topics for the k " 30 LDA model introduced in 4. Personal 7.96% ive, didnt, thing, bit, thought, week, wanted, started, pretty, id Art 2.70% art, design, de, images, ikea, image, painting, collection, piano, photo 14 C Most Frequent T op-Level Domains Figure 8: Manually labeled images with watermarks and images related to logos or ads. Sentence Image CLIP Similarity Our new service for teams to manage their fleets for racing.

Sainsbury's said: 'This was not an issue with the facial recognition technology in use but a case of the wrong person being approached in store.' Sainsbury's said: 'This was not an issue with the facial recognition technology in use but a case of the wrong person being approached in store.' Man misidentified by London supermarket using Facewatch system says: 'I shouldn't have to prove I am not a criminal' A man was ordered to leave a supermarket in London after staff misidentified him using controversial new facial recognition technology. Warren Rajah was told to abandon his shopping and leave the local store he has been using for a number of years after an "Orwellian" error in a Sainsbury's in Elephant and Castle, London. He said supermarket staff were unable to explain why he was being told to leave, and would only direct him to a QR code leading to the website of the firm Facewatch, which the retailer has hired to run facial recognition in some of its stores. He said when he contacted Facewatch, he was told to send in a picture of himself and a photograph of his passport before the firm confirmed it had no record of him on its database. "One of the reasons I was angry was because I shouldn't have to prove I am innocent," Rajah said.

Bluspark Global shipping platform vulnerabilities exposed decades of freight data after researcher Eaton Zveare discovered five critical flaws in the Bluvoyix system.

Amazon agrees to pay $2.5 billion to settle FTC allegations over Prime enrollment practices and difficult cancellation processes, with $1.5 billion for consumer refunds.