Microsoft researchers have introduced Garnet, a versatile and highly performant cache-store system designed to support the rapidly evolving needs of modern applications. Traditional cache-stores have struggled to keep pace with the increasing complexity and demands of interactive web applications, driving the creation of this new, open-source solution.
As opposed to its predecessor, Garnet handles not…
Data scientists and engineers often encounter difficulties when collaborating on machine learning (ML) tasks due to concerns about data reproducibility and traceability. Software code tends to be transparent about its origin and modifications, but it's often hard to ascertain the exact provenance of the data used for training ML models and the transformations conducted.
To tackle…
Researchers from IBM Research have developed a new architecture, dubbed Alignment Studio, which enables developers to mould large language models (LLMs) to fit specific societal norms, laws, values and regulations. The system is designed to mitigate ongoing challenges in the artificial intelligence (AI) sector surrounding issues such as hate speech and inappropriate language.
While efforts…
Researchers from Tsinghua University and Microsoft Corporation have unveiled a groundbreaking study known as LLMLingua-2, as part of a collaborative effort that reinforces the cruciality of interdisciplinary research. The study primarily focuses on improving the efficiency of language models, which play a pivotal role in ensuring fluent communication between humans and machines. The core challenge…
Researchers from HyperGAI have developed a ground-breaking new multimodal language learning model (LLMs) known as Hyper Pretrained Transformers (HPT) that can proficiently handle and process seamlessly, a wide array of input modalities, such as text, images, and videos. Existing LLMs, like GPT-4V and Gemini Pro, have limitations in comprehending multimodal data, which hinders progress towards…
The field of artificial intelligence (AI) has significantly advanced with the development of Large Language Models (LLMs) such as GPT-3 and GPT-4. Developed by research institutions and tech giants, LLMs have shown great promise by excelling in various reasoning tasks, from solving complex math problems to understanding natural language nuances. However, despite their notable accomplishments,…
Football has forever been an arena for tactical and strategic gameplay, but artificial intelligence (AI) is revolutionizing the field, offering insights beyond human intuition. DeepMind Researchers have introduced TacticAI, an AI assistant developed using the principles of geometric deep learning to analyze and optimize football's set-pieces like corner kicks.
TacticAI learns by analyzing multiple examples of…
Rodney Brooks, co-founder of iRobot and keynote speaker at MIT’s “Generative AI: Shaping the Future” symposium, warned attendees not to overestimate the capabilities of this emerging AI technology. Generative AI is used to create new material by learning from data they were trained on, with applications in art, creativity, functional coding, language translation and realistic…
While delivering holiday presents may seem straightforward for fictional characters like Santa Claus, for companies like FedEx, the task represents a complex optimization problem. To solve it, these companies usually utilize specialized software known as mixed-integer linear programming (MILP) solvers. These solvers break down large optimization problems into smaller pieces, utilizing generic algorithms to identify…
E-learning is essentially learning facilitated through digital and electronic means, with online educational tools serving as key enablers in this process. These tools, ranging from platforms that foster teacher-student collaboration, to tools that create educational activities, and others that aid in assignment creations, are revolutionizing e-learning.
Online platforms like Zoom and Google Classroom, under the category…
Artificial Intelligence (AI) is transforming market research by leveraging the power of big data analytics to provide businesses with actionable insights. With the vast amount of data generated daily, traditional market research methods often struggle to keep up, but AI can effectively handle huge datasets and unstructured data to identify patterns, correlations, and anomalies. This…
In the first half of 2024, Google’s Core Update has significantly transformed the dynamics of online visibility, influencing the interaction between search engine algorithms and content creators. The shift focuses on AI-generated content and the need for credible and reliable online content. Google has introduced the E-E-A-T—Expertise, Experience, Authoritativeness, Trustworthiness—guiding principle to meet these standards.
The…