Scientists found a way to cool quantum computers using noise
Quantum computers need extreme cold to work, but the very systems that keep them cold also create noise that can destroy fragile quantum information. Scientists in Sweden have now flipped that problem on its head by building a tiny quantum refrigerator that actually uses noise to drive cooling inste...
HealthEdge, Suki Introduce Ambient Clinical Intelligence for Care Management
Integration of Suki with HealthEdge GuidingCare® Delivers AI-Powered Automation That Reduces Administrative Burden for Care Managers and Elevates Care Quality HealthEdge®, the technology and services company powering health plans’ most important value streams, and Suki, a leading provider of artific...
Make PPTs, PDFs, and Excel Sheets in Seconds With Kimi K2.5
Just earlier this month, Moonshot AI dropped a bomb in the AI world with the Kimi K2.5. With a 1 trillion-parameter MoE model with 32 billion active parameters, Kimi K2.5 roared onto the scene, shaking the likes of GPT 5 and Gemini 3 Pro. At the time, we had covered how it is one of […]
The post Mak...
Fairwinds Signs SCA with AWS to Deliver Managed Services
Fairwinds, a leading provider of Managed Kubernetes–as–a–Service solutions, today announced it has signed a strategic collaboration agreement (SCA) with Amazon Web Services, Inc. (AWS) to deliver fully managed Kubernetes services built on Amazon Elastic Kubernetes Service (Amazon EKS). Through this ...
Jotform Brings AI-Powered Chatbots to Canva Designs
Jotform has announced the launch of Jotform AI Chatbot for Canva, the first native AI chatbot integration available for Canva designs. This new AI powered chatbot enhances customer engagement by curating an interactive, conversational experience for your viewers. Built with small businesses, entrep...
How OpenAI built an in-house AI data agent that uses GPT-5, Codex, and memory to reason over massive datasets and deliver reliable insights in minutes.
Digi International Announced the Acquisition of Particle
Digi International Inc. (“Digi”) (Nasdaq: DGII), a leading global provider of business and mission-critical Internet of Things (IoT) products, services and solutions, today announced its acquisition of Particle Industries, Inc. (“Particle”), a leading provider of edge-to-cloud application infrastruc...
Alpha Omega, a leading provider of AI-driven modernization and digital transformation solutions to the federal government, today announced the launch of Continuum Automation Framework, a unified ecosystem of automation accelerators designed for federal agencies to modernize faster, operate more effi...
Laserfiche Expands AI Data Capture with Auto-Classification
New intelligent features automatically organize and classify documents, transforming how organizations manage information at scale. Laserfiche —the leading SaaS provider of intelligent content management — today announced major enhancements to its AI-powered data extraction tool, Smart Fields. The u...
Green Security Posts Record Growth Driven by Speed and Smart Value
Strong customer adoption, breakthrough platform upgrades, and the Predicata acquisition set the stage for unstoppable momentum in 2026 Green Security, a leading SaaS provider of vendor credentialing and access compliance software for healthcare systems, today announced a record year of growth marked...
20i launches the web industry’s first unlimited managed hosting assistant
New account-aware personal assistant brings unlimited, in-platform reporting and analytics to everyday web hosting operations. Managed hosting provider 20i has announced the launch of Twentie, an unlimited web hosting assistant embedded into its hosting platform, designed to help users manage their ...
Google DeepMind Unveils AlphaGenome: A Unified Sequence-to-Function Model Using Hybrid Transformers and U-Nets to Decode the Human Genome
Google DeepMind is expanding its biological toolkit beyond the world of protein folding. After the success of AlphaFold, the Google’s research team has introduced AlphaGenome. This is a unified deep learning model designed for sequence to function genomics. This represents a major shift in how we mo...
Cassava and AXON Join Forces to Drive AI Innovation for African Firms
customers and service providers will leverage AXON’s AI-ready, real-time, multi-tenant, digital twin-enabled platform across Cassava’s extensive high-speed fibre backbone Cassava Technologies (www.CassavaTechnologies.com), a global technology leader of African heritage and AXON Networks (AXON) (www....
AI Adoption Advances in Manufacturing Amid Economic Headwinds
Rootstock’s 2026 survey shows manufacturers using technology to consolidate platforms, improve operational agility, and scale for growth amid rising volatility Rootstock Software, a recognized leader in cloud ERP for product-based companies, today announced the results of its 2026 State of Manufactu...
Gap-K%: Measuring Top-1 Prediction Gap for Detecting Pretraining Data
arXiv:2601.19936v1 Announce Type: new
Abstract: The opacity of massive pretraining corpora in Large Language Models (LLMs) raises significant privacy and copyright concerns, making pretraining data detection a critical challenge. Existing state-of-the-art methods typically rely on token likelihoods...
DecHW: Heterogeneous Decentralized Federated Learning Exploiting Second-Order Information
arXiv:2601.19938v1 Announce Type: new
Abstract: Decentralized Federated Learning (DFL) is a serverless collaborative machine learning paradigm where devices collaborate directly with neighbouring devices to exchange model information for learning a generalized model. However, variations in individu...
oculomix: Hierarchical Sampling for Retinal-Based Systemic Disease Prediction
arXiv:2601.19939v1 Announce Type: new
Abstract: Oculomics - the concept of predicting systemic diseases, such as cardiovascular disease and dementia, through retinal imaging - has advanced rapidly due to the data efficiency of transformer-based foundation models like RETFound. Image-level mixed sam...
Continuous-Flow Data-Rate-Aware CNN Inference on FPGA
arXiv:2601.19940v1 Announce Type: new
Abstract: Among hardware accelerators for deep-learning inference, data flow implementations offer low latency and high throughput capabilities. In these architectures, each neuron is mapped to a dedicated hardware unit, making them well-suited for field-progra...
Latent Object Permanence: Topological Phase Transitions, Free-Energy Principles, and Renormalization Group Flows in Deep Transformer Manifolds
arXiv:2601.19942v1 Announce Type: new
Abstract: We study the emergence of multi-step reasoning in deep Transformer language models through a geometric and statistical-physics lens. Treating the hidden-state trajectory as a flow on an implicit Riemannian manifold, we analyze the layerwise covariance...
Teaching LLMs to Ask: Self-Querying Category-Theoretic Planning for Under-Specified Reasoning
arXiv:2601.20014v1 Announce Type: new
Abstract: Inference-time planning with large language models frequently breaks under partial observability: when task-critical preconditions are not specified at query time, models tend to hallucinate missing facts or produce plans that violate hard constraints...
Insight Agents: An LLM-Based Multi-Agent System for Data Insights
arXiv:2601.20048v1 Announce Type: new
Abstract: Today, E-commerce sellers face several key challenges, including difficulties in discovering and effectively utilizing available programs and tools, and struggling to understand and utilize rich data from various tools. We therefore aim to develop Ins...
Should I Have Expressed a Different Intent? Counterfactual Generation for LLM-Based Autonomous Control
arXiv:2601.20090v1 Announce Type: new
Abstract: Large language model (LLM)-powered agents can translate high-level user intents into plans and actions in an environment. Yet after observing an outcome, users may wonder: What if I had phrased my intent differently? We introduce a framework that enab...
Alibaba Introduces Qwen3-Max-Thinking, a Test Time Scaled Reasoning Model with Native Tool Use Powering Agentic Workloads
Qwen3-Max-Thinking is Alibaba’s new flagship reasoning model. It does not only scale parameters, it also changes how inference is done, with explicit control over thinking depth and built in tools for search, memory, and code execution. Model scale, data, and deployment Qwen3-Max-Thinking is a trill...