We propose a notion of causal influence that describes the ‘intrinsic’ part of the contribution of a node on a target node in a DAG. By recursively writing each node as a function of the upstream noise terms, we separate the intrinsic information added by each node from the one obtained from its…
HiddenLayer's AI Threat Landscape Report provides a critical analysis of the risks faced by AI-based systems and the advancements being made in securing AI and MLOps pipelines.
Today at NVIDIA GTC, Hewlett Packard Enterprise (NYSE: HPE) announced updates to one of the industry’s most comprehensive AI-native portfolios to advance the operationalization of generative AI (GenAI), deep learning, and machine learning (ML) applications.
Second-order optimization methods, such as cubic regularized Newton methods, are known for their rapid convergence rates; nevertheless, they become impractical in high-dimensional problems due to their substantial memory requirements and computational costs. One promising approach is to execute…
The problem of search relevance in the E-commerce domain is a challenging one since it involves understanding the intent of a user’s short nuanced query and matching it with the appropriate products in the catalog. This problem has traditionally been addressed using language models (LMs) and graph…
Large Language Models (LLMs) trained on large volumes of data excel at various natural language tasks, but they cannot handle tasks requiring knowledge that has not been trained on previously. One solution is to use a retriever that fetches relevant information to expand LLM’s knowledge scope.…
Singapore’s AI Edge In the space of nine months, Google Cloud’s Caroline Yap has held over one thousand meetings with C-suite officers and boards of directors about generative AI. In her role as Managing Director of Global AI Business and Applied Engineering at Google Cloud, she sat down with VentureBeat to talk about the speed […]
Paris-based startup Mistral AI has rapidly emerged as an AI leader, securing major partnerships with Microsoft, IBM and others just months after being founded. Learn how this fledgling French company is making waves in natural language processing and conversational AI.
Microsoft unveils AI-powered finance assistant Copilot for Finance, promising major efficiency gains through workflow automation but faces data privacy and security challenges.
Microsoft has taken another notable step forward in the realm of artificial intelligence by announcing a strategic partnership with Mistral, a French AI start-up based in Paris. This move further exemplifies Microsoft's commitment to broaden its presence in the rapidly evolving AI industry beyond its existing alliance with OpenAI and at a global scale.