Is that what autocorrect is doing? It all seems so mysterious. What's going on inside that artificial construct? Maybe there are acres of intense cores all zapping away, spitting billions of tiny sparks of lightning through the intricacies of its complex interior. One of my theories is that it's learning by annoying harmless people like me.

LG Electronics unveiled its 2023 TV lineup with a range of organic light-emitting diode (OLED) TVs that use AI processing. They come with self-lit picture quality, powerful image processing technologies, and an enhanced webOS platform offering even more smart features and services. The company made the announcement ahead of the CES 2023 tech trade show in Las Vegas. While the AI is common in TVs now, it reflects a trend where everyday products are infused with AI deep learning that changes every year and continuously improves the products. LG is pitching the TVs to gamers, as LG's self-lit OLED TVs boast a 0.1 millisecond response time, low input lag and up to four HDMI 2.1a compliant ports.

This article is part of a VB special issue. Read the full series here: How Data Privacy Is Transforming Marketing. We're putting another year of exciting developments in artificial intelligence (AI) deep learning behind us – one filled with remarkable progress, controversies and, of course, disputes. As we wrap up 2022 and prepare to embrace what 2023 has in store, here are some of the most notable overarching trends that marked this year in deep learning. One theme that has remained constant in deep learning over the past few years is the drive to create bigger neural networks.

Artificial intelligence (AI) deep learning is fast becoming a useful tool for detecting diseases from imaging data. A new study published in the journal Radiology shows how AI deep learning can detect pancreatic cancer on CT scans with 91 percent accuracy. "The deep learning–based tool enabled accurate detection of pancreatic cancer on CT scans, with reasonable sensitivity for tumors smaller than 2 cm," wrote the study authors affiliated with National Taiwan University. Pancreatic cancer is one of the deadliest cancers and the exact cause is not known. There were over 450,000 cases of pancreatic cancer and more than 430,000 deaths globally in 2018 according to GLOBOCAN.

Intel launched its second-generation Habana Gaudi2 AI deep learning processor at the start of its Intel Vision 2022 event on Tuesday to help customers with AI training in data centers.

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Artificial Intelligence applies algorithms to leverage deep learning and other techniques to solve actual problems. The sub-field of Vision Intelligence impacts the physical security industry directly when you consider that surveillance cameras are the ultimate end-point device, the "all-seeing eyes" of the Internet. Could "intelligence" be applied to video to create "human context" to eliminate the false alarms and tailgating pain points that have long plagued the physical security industry? As a security leader, Philip Jang, Sr. Manager Physical Systems & Technology at VMWare, has been exploring how AI technologies and digital transformation processes impact the physical security profession for several years. Jang has global enterprise experience in the planning, execution, delivery and automation of advanced technologies such as AI, Robotics, Drones, advanced analytics and IoT.

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