Amazon Science
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1 week ago
Amazon and University of Michigan researchers developed HydroShear, a simulation method that accurately models tactile forces on robot fingers by tracking how contact forces accumulate over time during object manipulation. Policies trained entirely in simulation using HydroShear transferred to real robots with a 93 percent success rate across four manipulation tasks, compared to 34 percent and 58-61 percent for existing methods. This approach enables robots to learn complex contact-rich manipulation skills like peg insertion and bin packing without requiring extensive real-world training data.
AWS Machine Learning
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1 week ago
Henry Schein One deployed Image Verify, an AI system built on Amazon SageMaker that evaluates dental X-ray quality in real time at the point of capture to reduce rejected insurance claims caused by poor image quality. The system reached over 10,000 active locations processing 1.5 million X-rays weekly with a median latency of 1.4 seconds and 0.01 percent error rate, achieved through GPU optimization and multi-region deployment. By catching low-quality images before patients leave, Image Verify reduces patient callbacks, improves claim acceptance, and eliminates costly retakes.
Rest of World
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1 week ago
Older adults in Asia are watching AI-generated videos featuring virtual family members, singers, and companions that provide emotional connection and entertainment. Research on 16 Chinese viewers aged 50-75 found they are fully aware the content is AI-generated but value the companionship and emotional resonance it provides, particularly when AI characters express sentiments that real family members often do not. As aging populations grow globally, AI content and products offer new caregiving options, though concerns around privacy, addiction, and commercial exploitation of elderly users require attention.
TLDR Dev
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1 week ago
GLM 5.2, an open-weights AI model, prepared a quarterly VAT return for a UK small business with a net error of only 7 pence, processing 59 transactions in 68 minutes at a cost of 2.73 USD compared to typical accountant fees of 750–2,100 GBP per quarter. The model made 20 errors out of 354 scored checks, including one serious mistake misclassifying 10,000 GBP in founder shares and 14 instances of confusing zero-rated with tax-exempt VAT categories. The results suggest bookkeeping is becoming automatable for SMEs, though human oversight remains necessary for complex accounting classifications with legal implications.
OpenAI Blog
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1 week ago
Deutsche Telekom integrated OpenAI's technology across customer service, employee workflows, and network operations to shift toward AI-native telecommunications infrastructure. The company deployed the system across multiple business divisions without disclosing specific adoption metrics or performance improvements. This integration changes how Telekom handles customer interactions and internal processes, though the concrete impact on service quality or operational efficiency remains unspecified.
