As statistical analyses become more central to science, industry and society, there is a growing need to ensure correctness of their results. Approximate correctness can be verified by replicating the entire analysis, but can we verify without replication? Building on a recent line of work, we study proof-systems that allow a probabilistic verifier to ascertain …
Modern large language models (LLMs) excel in language processing but are limited by their static training data. However, as industries require more adaptive, decision-making AI, integrating tools and external APIs has become essential. This has led to the evolution and rapid rise of agentic workflows, where AI systems autonomously plan, execute, and refine tasks. Accurate …
Read more “Customize Amazon Nova models to improve tool usage”
Cybersecurity is facing a unique moment, where AI-enhanced threat intelligence, products, and services are poised to give defenders an advantage over the threats they face that’s proven elusive — until now. To empower security teams and business leaders in the AI era, and to help organizations proactively combat evolving threats, today at RSA Conference we’re …
Qwen3’s open-weight release under an accessible license marks an important milestone, lowering barriers for developers and organizations.Read More
A massive blackout hit Spain, Portugal, and southern France on Monday, causing disruptions to transportation, communications, and essential services.
A research team from the Skoltech AI Center proposed a new neural network architecture for generating structured curved coordinate grids, an important tool for calculations in physics, biology, and even finance. The study is published in the Scientific Reports journal.
Metrics are critical for determining AI product performance. But where to begin? Here’s a framework to apply across various use cases.Read More
This post is divided into three parts; they are: • Query Expansion and Reformulation • Hybrid Retrieval: Dense and Sparse Methods • Multi-Stage Retrieval with Re-ranking One of the challenges in RAG systems is that the user’s query might not match the terminology used in the knowledge base.
How did DeepSeek attain such cost-savings while American companies could not? Let’s dive into the technical details.Read More
These convenient and slim magnetic wallets stick to the back of your smartphone.