Artificial Intelligence
Generative AI is the next big technology trend that executives are preparing for, but it also comes with risks. The technology is challenging legal frameworks, creating cybersecurity threats, and causing workforce automation concerns. Organizations need to move quickly to meet expectations while ensuring compliance and ethical standards. A poll of 1,000 executives reveals that while…
Docker has announced Docker AI, an AI-powered tool that aims to enhance developer productivity by offering context-specific guidance. It leverages the expertise of Docker developers worldwide to streamline development processes and provides assistance with various aspects of application development. Docker AI fills the gap left by other AI tools that primarily focus on source code…
Researchers from Nvidia conducted a study on the impact of retrieval augmentation and context window size on the performance of large language models (LLMs) in various tasks. They found that retrieval augmentation consistently improves LLM performance, regardless of the context window size. The study provides insights for optimizing LLMs using retrieval mechanisms.
Geoffrey Hinton, known as the ‘Godfather of AI,’ expresses concern that AI could potentially surpass human intelligence and take over humanity. Though he acknowledges the benefits of AI, such as healthcare and drug development, Hinton warns that the inner workings of AI systems are not fully understood. He worries that AI might become uncontrollable and…
Google Cloud has introduced an AI tool that aims to assist healthcare professionals in retrieving critical clinical data from various medical records. This tool consolidates scattered data, allowing doctors to access clinical notes, scanned documents, and electronic health records in one location. It saves time and energy for healthcare workers and has potential applications in…
Online surveys are an essential tool for businesses to collect customer feedback, with around 90% of companies using them. This article discusses the top three competitors of Qualtrics, a popular survey tool, in 2023.
Lumin Fitness, a gym in Texas, is using virtual AI coaches to guide gym goers through workouts. The AI trainers track users’ movements and provide tailored advice using machine learning models. The gym owners believe that these AI trainers will encourage people who feel intimidated or unmotivated to work out. However, it’s important to remember…
Google has announced new capabilities in its Vertex AI Search product that will help clinicians access accurate information about patients more easily. Vertex AI Search is an AI-powered search engine that allows doctors to ask questions about a patient’s records and receive immediate answers, saving time and improving healthcare delivery. The tool can be combined…
‘Large language models’ (LLMs) have gained prominence in the field of artificial intelligence and generative AI. This article discusses the collection methods and use cases of LLM data, projecting its significance in 2023. AIMultiple provides tools and resources for businesses to leverage LLM technology.
Large Language Models (LLMs) are used for natural language processing applications, but they struggle with extended sequence creation beyond their pretraining. Researchers propose StreamingLLM, an architecture that allows LLMs to work on indefinite text without fine-tuning. StreamingLLM achieves faster speeds compared to other techniques and can accurately represent millions of tokens. It also suggests using…
MotionLM is a new approach for predicting the behavior of road agents in autonomous vehicles. It treats the prediction task as a language modeling task, similar to how language models capture complex language distributions. MotionLM outperforms other methods in forecasting the actions of road agents, making it a significant advancement in the field of multi-agent…
Researchers from UC Berkeley and UCSF have introduced a new approach called LLM-grounded Video Diffusion (LVD) to address the challenges in generating videos from text prompts. LVD utilizes Large Language Models (LLMs) to create dynamic scene layouts based on textual descriptions, resulting in videos that accurately represent complex spatiotemporal dynamics. The approach significantly outperforms other…
ChatGPT, a widely used AI tool, has become popular for various tasks. However, users have encountered challenges due to its reliability and limited knowledge. In 2023, individuals can explore 22 alternative options, both free and paid, to find suitable alternatives to ChatGPT. This information was shared on Analytics Vidhya.
OpenAI CEO Sam Altman envisions a future where neural devices, combined with advanced AI like GPT-5 or 6, could potentially visualize a person’s inner monologue. These devices would display words in a user’s field of vision, allowing for a more direct form of thought communication. Altman believes this development is inevitable and highlights the growing…
Israel’s AI-integrated air defense system, Iron Dome, has been in the spotlight due to the recent conflict with Gaza. Iron Dome has a 90% success rate in intercepting rockets from Hamas and Hezbollah, using radar technology, predictive analytics, and machine learning. AI is also being used in other military operations, such as streamlining logistics and…
Researchers from Carnegie Mellon University and Google explored the concept of delaying model outputs in language models by adding fake tokens. This technique, called pause training, was found to improve performance on various tasks, including extractive question-answering and reasoning. The team also discovered the optimal number of tokens for each task and observed that decreasing…
Machine learning models are being used to predict UI information and improve app accessibility and testing. Currently, these models rely on costly and error-prone human-labeled datasets. While some elements can be guessed from visuals or metadata, programmatically tapping the UI element is the only certain way to determine if it is “tappable.”
Mind-body interventions like mindfulness-based stress reduction (MBSR) can enhance well-being by improving awareness and control of physiological and cognitive states. Researchers examined the impact of MBSR on long-term physiological changes and well-being. They measured respiration rate (RR) and self-reported psychological well-being, distress, and medical symptoms. The study aimed to confirm the hypothesis that lower baseline…
According to Gartner, 85% of software buyers trust online reviews as much as personal recommendations. Machine learning (ML) can help analyze large volumes of customer reviews across multiple channels to gain insights into customer preferences and improve products and services. Amazon SageMaker Canvas offers ready-to-use AI and custom models for sentiment analysis and text analysis…
Google set a new world record for calculating the most digits of Pi using the y-cruncher program running on Google Cloud. While math.pi has a precision of 15 digits, the article explores using Ramanujan’s formula and the Chudnovsky algorithm to approximate Pi to higher precision. The limitations of floating point numbers and the accumulation of…