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An ethical & sustainable foundation for AIAlphaTON said its GPU fleet is being funded through Vertical Data’s GPUFinancing subsidiary, which offers structured financing for large-scale deployments of decentralised AI hardware. SingularityNET, creator of a decentralised platform for building and monetising AI services, and CUDO Compute, are supporting the deployment with their specialised expertise in AI infrastructure.The deployment represents a key milest

Risks associated with external AI useEvery time performance or user-level data leaves your infrastructure for inference, you introduce risk. Not theoretical – operational. In recent security audits, we’ve seen cases where external AI vendors log request-level signals under the pretext of optimisation. That includes proprietary bid strategies, contextual targeting signals, and in some cases, metadata with identifiable traces. The isn’t just a privacy concer

How students actually use AI toolsWhen it first made the news, ChatGPT was called “the death of the English essay.” Now, that kind of language seems like a promise of an apocalypse that (predictably, in hindsight) never came.Today, students don’t use generative AI tools to generate whole essays. Across multiple surveys, brainstorming, outlining, research, and test prep emerge as the main use cases for AI. For example, the survey from University of Californ

If you asked most enterprise leaders which AI tools are delivering ROI, many would point to front-end chatbots or customer support automation. That’s the wrong door. The most value-generating AI systems today aren’t loud, customer-facing marvels. They’re tucked away in backend operations. They work silently, flagging irregularities in real-time, automating risk reviews, mapping data lineage, or helping compliance teams detect anomalies before regulators do

What’s on offer exactly?The cluster has is high density by design, and is the foundation for traditional enterprise workloads and the projects of the Artificial Superintelligence (ASI) Alliance, a decentralised AI ecosystem spearheaded by SingularityNET. It offers flexible access modes that mirror the needs of modern AI developers in which companies can rent whole bare metal machines, spin up GPU-powered virtual machines, or tap into dedicated API endpoint

Why all the fuss over AI accelerators?AWS Trainium isn’t the only option developers have. Google’s Tensor Processing Unit (TPU) product line and Meta’s Training and Inference Accelerator (MTIA) chips are other examples of custom silicon, each having a similar advantage over Nvidia’s GPUs – their ASIC architecture (Application-Specific Integrated Circuit). As the name suggests, ASIC hardware is engineered specifically to handle one kind of application and d

(Photo=Shutterstock) Following the massive subscription orders that exceeded several times the public offering amount for Antropic's initial public offering (IPO), forecasts suggest that there could be an additional demand of up to 1.9 billion dollars (approximately 25 trillion won) after the listing. This is due to the anticipated large inflow of funds from index funds that follow major stock indices, as Antropic is expected to be included in major indice

@ (Photo=MiniMax) Chinese AI company MiniMax launched the open-weight model 'H3-Image (H3-Image)' that can generate 4K images in about 10 seconds. It is characterized by the ability to handle image generation and editing with a single model and to utilize up to 16 reference images. MiniMax announced the release of H3-Image on the 11th through an official statement, and stated that it has deployed the model weights and related code on Hugging Face and GitHu

Hancom Logo (Photo=Hancom) Hancom (CEO Kim Yeon-su) reported that its AI sales accounted for over 30% of total revenue. It will accelerate its global business with the AI agent platform 'Agentic Operating System (OS)' and the AI workforce platform 'Nomadian' as its core. Hancom announced on the 12th that it recorded 483 billion won in revenue and 97 billion won in operating profit on a separate basis for the third quarter. Revenue increased by 9.6% compare

@@ (Photo=Shutterstock) Amid the sharp decline of Chinese AI-related stocks and the cooling investment enthusiasm in the Hong Kong IPO market, Alibaba is pushing forward with the listing of its AI semiconductor subsidiary, T-Head. This is a large IPO that could raise up to 3 billion dollars (about 40 billion won), and it is expected to be closely watched as to whether the Chinese AI semiconductor industry will receive some level of valuation recognition in

close notice This article is also available in English. It was translated with technical assistance and editorially reviewed before publication. Don’t show this again. CrowdStrike introduces an AI kill switch at its company event Fal.Con Europe: If an agent deviates from its intended behavior, defenders should be able to terminate it directly where it is running. At the same time, the restart of the agent should be prevented and access to the corporate net

Editor丨&Different cells in the human body carry essentially the same DNA, yet they perform completely different functions. Cardiac muscle cells need to maintain contraction, immune cells need to recognize and respond to foreign threats, and neurons are responsible for transmitting information. One of the key factors determining these differences is how different cells read the genome and selectively activate or deactivate specific genes.This also presents

@Aki-Dortu(Aki Dortu)【Beginner-Friendly】A Basic Glossary to Understand AI and Generative AIAIGenerative AIMachine LearningLLMBeginner0Posted at 2026-11-11 Introduction When researching AI or generative AI, you will encounter many technical terms such as LLM, base model, inference, RAG, Embedding, fine-tuning, etc. Trying to understand each technology, you may find it difficult to progress because you don't understand the meanings of the technical terms use

Companies that raise national security concerns are listed on the "Entity List" and face export restrictions. NVIDIA's CEO Jensen Huang and the woman he was involved in an affair with, who is a senior executive at Singapore-based data center company Megaspeed, were also being urged by multiple government agencies to be added to the Entity List. However, it was revealed that the Commerce Department, which oversees the list, had been continually postponing t