Software systems are all around us—from the operating systems of our computers to search engines to automation used in industrial applications. At the center of all of this is data, which is used in machine learning (ML) components that are available in a wide variety of applications, including self-driving cars and large language models (LLM). Because many systems rely on ML components, it is important to guarantee their security and reliability.Software systems are all around us—from the operating systems of our computers to search engines to automation used in industrial applications. At the center of all of this is data, which is used in machine learning (ML) components that are available in a wide variety of applications, including self-driving cars and large language models (LLM). Because many systems rely on ML components, it is important to guarantee their security and reliability.Security[#item_full_content]
Visualization and artificial intelligence (AI) are well-applied approaches to data analysis. In complex data analysis scenarios, like epidemic traceability and city planning, humans need to understand large-scale data and make decisions, which requires complementing the strengths of both visualization and AI. However, integrating these into data analysis processes has yet to be accomplished.Visualization and artificial intelligence (AI) are well-applied approaches to data analysis. In complex data analysis scenarios, like epidemic traceability and city planning, humans need to understand large-scale data and make decisions, which requires complementing the strengths of both visualization and AI. However, integrating these into data analysis processes has yet to be accomplished.Computer Sciences[#item_full_content]
Recent advancements using artificial intelligence to extract meaningful thoughts from brain waves have concerned human rights and privacy advocates, who say technology is developing at a rate faster than the law. It is the first paper that considers whether Australia is prepared for the potential applications of neurotechnologies.Recent advancements using artificial intelligence to extract meaningful thoughts from brain waves have concerned human rights and privacy advocates, who say technology is developing at a rate faster than the law. It is the first paper that considers whether Australia is prepared for the potential applications of neurotechnologies.Other[#item_full_content]
Vision depends on light entering the eyes through the transparent tissues of the cornea, pupil and lens. When the light reaches the retina, photoreceptors produce signals and transmit them via the optical nerve to the brain, where an image is formed. Some of that light entering the eye is reflected back into the world by a highly reflective thin film of fluid covering the cornea.Vision depends on light entering the eyes through the transparent tissues of the cornea, pupil and lens. When the light reaches the retina, photoreceptors produce signals and transmit them via the optical nerve to the brain, where an image is formed. Some of that light entering the eye is reflected back into the world by a highly reflective thin film of fluid covering the cornea.Hi Tech & Innovation[#item_full_content]
The warnings are coming from all angles: artificial intelligence poses an existential risk to humanity and must be shackled before it is too late.The warnings are coming from all angles: artificial intelligence poses an existential risk to humanity and must be shackled before it is too late.Other[#item_full_content]
An unknown admirer of felines once remarked, “Cats and computers both have one thing in common—they both rule the Internet.”An unknown admirer of felines once remarked, “Cats and computers both have one thing in common—they both rule the Internet.”Robotics[#item_full_content]
Artificial intelligence has entered the public sphere. The term AI is everywhere, and millions of Europeans use the technology every day, often without even realizing it.Artificial intelligence has entered the public sphere. The term AI is everywhere, and millions of Europeans use the technology every day, often without even realizing it.Business[#item_full_content]
Macquarie University cyber security experts have invented a multi-lingual chatbot designed to keep scammers on long fake calls and ultimately reduce the huge number of people who lose money to global criminals every day.Macquarie University cyber security experts have invented a multi-lingual chatbot designed to keep scammers on long fake calls and ultimately reduce the huge number of people who lose money to global criminals every day.Security[#item_full_content]
A theoretical proof shows that a technique called overparametrization enhances performance in quantum machine learning for applications that stymie classical computers.A theoretical proof shows that a technique called overparametrization enhances performance in quantum machine learning for applications that stymie classical computers.Computer Sciences[#item_full_content]
Generative AI programs can generate images from textual prompts. These models work best when they generate images of single objects. Creating complete scenes is still difficult. Michael Ying Yang, a UT-researcher from the faculty of ITC recently developed a novel method that can graph scenes from images that can serve as a blueprint for generating realistic and coherent images. He and his team recently published their findings in the journal IEEE Transactions on Pattern Analysis and Machine Intelligence.Generative AI programs can generate images from textual prompts. These models work best when they generate images of single objects. Creating complete scenes is still difficult. Michael Ying Yang, a UT-researcher from the faculty of ITC recently developed a novel method that can graph scenes from images that can serve as a blueprint for generating realistic and coherent images. He and his team recently published their findings in the journal IEEE Transactions on Pattern Analysis and Machine Intelligence.Machine learning & AI[#item_full_content]
