CONCLUSIONS: Use of identity-safety cues in healthcare can effectively promote inclusion for adults with higher body weights. However, perceiving that the physician’s pro-diversity efforts are dishonest can undermine inclusion. →
Retrieval-augmented generation (RAG) has emerged as a powerful paradigm for enhancing the capabilities of large language models (LLMs). By combining LLMs’ creative generation abilities with retrieval systems’ factual accuracy, RAG offers a solution to one of LLMs’ most persistent challenges: hallucination. In this tutorial, we’ll build a complete RAG system using: FAISS (Facebook AI Similarity… →
LLMs have shown strong performance in Knowledge Graph Question Answering (KGQA) by leveraging planning and interactive strategies to query knowledge graphs. Many existing approaches rely on SPARQL-based tools to retrieve information, allowing models to generate accurate answers. Some methods enhance LLMs’ reasoning abilities by constructing tool-based reasoning paths, while others employ decision-making frameworks that use… →
Artificial Intelligence (AI) has been at the forefront of technological innovation, continually reshaping industries and redefining productivity. One of the most groundbreaking advancements in this space is Manus AI, an autonomous AI agent developed by the Chinese startup Monica. Launched on March 6, 2025, Manus AI is poised to transform how we interact with technology… →
Reinforcement learning (RL) has become central to advancing Large Language Models (LLMs), empowering them with improved reasoning capabilities necessary for complex tasks. However, the research community faces considerable challenges in reproducing state-of-the-art RL techniques due to incomplete disclosure of key training details by major industry players. This opacity has limited the progress of broader scientific… →
At NVIDIA GTC25, Gnani.ai experts unveiled groundbreaking advancements in voice AI, focusing on the development and deployment of Speech-to-Speech Foundation Models. This innovative approach promises to overcome the limitations of traditional cascaded voice AI architectures, ushering in an era of seamless, multilingual, and emotionally aware voice interactions. The Limitations of Cascaded Architectures Current state-of-the-art architecture… →
Lowe’s, a leading home improvement retailer with 1,700 stores and 300,000 associates, is establishing itself as a pioneer in AI innovation. In a recent interview at Nvidia GTC25, Chandu Nair, Senior VP of Data, AI, and Innovation at Lowe’s, unveiled the company’s strategic vision, highlighting the transformative impact of AI on customer experience and operational… →
Machine Translation (MT) has emerged as a critical component of Natural Language Processing, facilitating automatic text conversion between languages to support global communication. While Neural Machine Translation (NMT) has revolutionized the field by employing deep learning techniques to capture complex linguistic patterns and contextual dependencies, significant challenges persist. Current NMT systems struggle with accurately translating… →