Cybersecurity

AI Framework ‘SegFusion’ Achieves 99% Melanoma Detection Accuracy Researchers at Northeastern University have developed a groundbreaking AI-powered framework, SegFusion, capable of detecting melanoma with 99.01% accuracy. This hybrid system enhances skin cancer diagnosis by combining two deep learning models. The first model identifies suspicious spots on skin images, and the second analyzes these areas to determine if they are cancerous. The high accuracy of SegFusion is a significant advancement in medical imaging AI and is expected to aid medical practitioners in the early diagnosis of this serious form of skin cancer. Early cancer detection is crucial, as melanoma can become life-threatening if it metastasizes. The United States is projected to have about 212,000 new cases of melanoma diagnosed in 2025. ...

AI Infrastructure: OpenAI, Oracle, and SoftBank Announce 5 New US Data Centers OpenAI, Oracle, and SoftBank have announced the development of five new artificial intelligence (AI) data center locations in the United States as part of the Stargate AI supercomputer project. The new sites will be located in Shackelford County, Texas; Doña Ana County, New Mexico; Lordstown, Ohio; Milam County, Texas; and an unannounced Midwest location. This expansion brings the total planned capacity for the Stargate project to nearly 7 gigawatts, with a total investment exceeding $400 billion over the next three years. The companies are now ahead of schedule to meet their goal of a $500 billion, 10-gigawatt commitment by the end of 2025. The project is expected to generate over 25,000 onsite jobs. These new data centers are designed to provide the massive computing power required to train and operate next-generation AI models. ...

Equifax Launches AI Innovation Lab in Ireland for Global R&D Equifax has officially opened a new AI Innovation Lab in Wexford, Ireland, on September 11, 2025, establishing a global hub for its artificial intelligence and machine learning research. Supported by the Irish Government through IDA Ireland, the lab will unite data scientists and tech specialists to pioneer advanced AI solutions. The facility’s primary focus is on developing sophisticated AI and machine learning algorithms to improve credit risk assessment, enhance fraud detection, and promote greater financial inclusion. This launch is a key part of Equifax’s overarching EFX.AI strategy, building on its decade of AI innovation. ...

Liquid AI Releases LFM2-VL: Open-Weight Vision-Language Models for On-Device AI Liquid AI has released LFM2-VL, a new family of open-weight vision-language foundation models created for low-latency, on-device deployment. The new models are designed to run efficiently on smartphones, laptops, wearables, and other embedded systems without needing to rely on cloud infrastructure. LFM2-VL is available in two versions: LFM2-VL-450M for highly resource-constrained devices and the more powerful LFM2-VL-1.6B. These models can process both text and images, offering up to twice the inference speed on a GPU compared to similar existing models. The models are available on Hugging Face under a license based on Apache 2.0, allowing for free academic and research use, as well as commercial use for smaller companies. ...

Cyware Launches Open-Source AI Server to Secure Threat Intelligence At the Black Hat USA 2025 conference, cybersecurity firm Cyware announced the launch of its open-source Model Context Protocol (MCP) Server. This new tool is designed to securely connect large language models (LLMs) with threat intelligence and automation systems. The MCP Server allows security teams to use natural language inputs to initiate real-world actions and investigations while maintaining full context and control. The move reflects a broader trend of viewing AI as a practical tool for improving security operations by reducing investigation times and improving data correlation. By open-sourcing the server, Cyware aims to foster collaboration and interoperability within the cybersecurity community. ...