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After experiencing online examinations during the COVID-19 pandemic, traditional in-person exams have returned to our campuses. This shift is not only aimed at allowing students to relive the 'tense atmosphere' of real exams, but it also addresses a significant issue: the rampant cheating and the rise of artificial intelligence. Since intelligent tools like ChatGPT have entered our lives, the likelihood of cheating seems to have skyrocketed. According to Turnitin's data, the AI detection feature launched in April 2023 discovered unexpected amounts of cheating within its first year.

According to the latest reports from tech media TestingCatalog, Anthropic is busy preparing to launch the new Claude AI desktop application, bringing users a more convenient AI assistant experience. Sources reveal that this desktop application, internally codenamed 'Claude Nest', has entered the final sprint phase. Observant users may have noticed that the web interface for Claude AI has quietly added a download button. Although no actual download link has been released yet, this is undoubtedly a sign from Anthropic.

Apple recently launched an innovative image and video generation technology called Matryoshka Diffusion Models (MDM), aptly named the 'Nested Diffusion Model'. MDM employs a groundbreaking approach that processes images at different resolutions simultaneously, achieving seamless generation from low-resolution sketches to high-definition details. The core technical concept is similar to Russian nesting dolls, where each layer contains a smaller but fully functional substructure. The core architecture of this innovative method is referred to as Nested.

Google is introducing Gemini smart technology to the Google Home platform with three major new features: Nest camera smart analysis of video content to generate detailed descriptions; natural language input for home automation, simplifying the setup process; and upgrades to Google Assistant, adding voice options and more natural conversations to enhance its understanding of the home environment. These features are expected to roll out later this year, with some capabilities limited to Nest Aware subscription users. The Gemini technology aims to significantly enhance the smart home experience, making monitoring more efficient and interactions

Large advertisers such as Nestle, Oreo, and Unilever are trying to use generative AI software to reduce costs and enhance productivity. There are still concerns regarding safety, copyright, and unintended biases. While generative AI technology is being used by advertisers to create promotional campaigns, human involvement is still required to address safety and copyright issues.