The importance of memory in AI agents cannot be overstated. As artificial intelligence matures from simple statistical models to autonomous agents, the ability to remember, learn, and adapt becomes a foundational capability. Memory distinguishes basic reactive bots from truly interactive, context-aware digital entities capable of supporting nuanced, humanlike interactions and decision-making. Why Is Memory Vital in AI…
Robotic grasping is a cornerstone task for automation and manipulation, critical in domains spanning from industrial picking to service and humanoid robotics. Despite decades of research, achieving robust, general-purpose 6-degree-of-freedom (6-DOF) grasping remains a challenging open problem. Recently, NVIDIA unveiled GraspGen, a novel diffusion-based grasp generation framework that promises to bring state-of-the-art (SOTA) performance with unprecedented…
The discipline of epigraphy, focused on studying texts inscribed on durable materials like stone and metal, provides critical firsthand evidence for understanding the Roman world. The field faces numerous challenges including fragmentary inscriptions, uncertain dating, diverse geographical provenance, widespread use of abbreviations, and a large and rapidly growing corpus of over 176,000 Latin inscriptions, with…
In this tutorial, we build a GPU‑capable local LLM stack that unifies Ollama and LangChain. We install the required libraries, launch the Ollama server, pull a model, and wrap it in a custom LangChain LLM, allowing us to control temperature, token limits, and context. We add a Retrieval-Augmented Generation layer that ingests PDFs or text,…
Advancements in artificial intelligence are rapidly closing the gap between digital reasoning and real-world interaction. At the forefront of this progress is embodied AI—the field focused on enabling robots to perceive, reason, and act effectively in physical environments. As industries look to automate complex spatial and temporal tasks—from household assistance to logistics—having AI systems that…
Large Language Models (LLMs) have revolutionized many areas of natural language processing, but they still face critical limitations when dealing with up-to-date facts, domain-specific information, or complex multi-hop reasoning. Retrieval-Augmented Generation (RAG) approaches aim to address these gaps by allowing language models to retrieve and integrate information from external sources. However, most existing graph-based RAG…
LLMs have demonstrated exceptional performance across multiple tasks by utilizing few-shot inference, also known as in-context learning (ICL). The main problem lies in selecting the most representative demonstrations from large training datasets. Early methods selected demonstrations based on relevance using similarity scores between each example and the input question. Current methods suggest using additional selection…
Adastra Group SE (“Adastra”), a leading global IT consultancy and services provider specializing in AI, data and cloud transformations today announced that Global investment firm Carlyle (NASDAQ: CG) has agreed to acquire a majority stake in the Group. Completion of the acquisition is subject to standard regulatory approvals in several jurisdictions. Founded in 2000 with…
The Hubei Humanoid Robotics Industry Chain Matchmaking Conference was held during the 3rd China International Supply Chain Expo (CISCE) in Beijing, with the theme Synergizing Cutting-Edge Innovations, Empowering New Quality Productive Forces. The event brought together over 400 participants, including ambassadors, experts, industry leaders, and financial executives. Featuring speeches, project promotions, and cooperation signings, it highlighted Hubei’s strengths in humanoid robotics…
Cato integrates the Cato SASE Cloud Platform with Microsoft Azure vWAN to simplify hybrid and multi-cloud networking for enterprises Cato Networks, the SASE leader, today announced an integration with Microsoft Azure Virtual WAN (vWAN), extending the reach of the Cato SASE Cloud Platform into Azure-native networking. This integration provides secure and seamless connectivity for enterprises with distributed…