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Taylor Ye

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How Can AI GPU Computing Optimize AI Workflows? A Full-Lifecycle Guide from Model Training to Agent Deployment

AI workflows are undergoing a massive shift: moving from "can we get this model to run?" to "can we reliably deploy it to production?" Today, developers face challenges that extend far beyond model selection and inference code. Enterprise engineering teams must now piece together a sustainable

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AI Applications

From AI Hype to Real Deployment: What Enterprises Are Actually Struggling With

Over the past year, artificial intelligence has rapidly transitioned from experimentation to real-world deployment. What was once considered an exploratory capability is now being embedded into core business processes across industries. Yet, despite the acceleration in model capabilities, a more fundamental challenge is emerging. The question is no longer whether

Bring MultiModal Reasoning to Production with NVIDIA Nemotron 3 Nano Omni on Bitdeer AI Cloud

AI Applications

Bring MultiModal Reasoning to Production with NVIDIA Nemotron 3 Nano Omni on Bitdeer AI Cloud

As AI agents evolve beyond text and into real-world workflows, the ability to understand information and reason across multiple modalities is becoming essential. From video and audio to documents and UI screens, modern agentic systems require models that can reason across modalities with accuracy, efficiency, and enterprise readiness. Today, we’

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AI Applications

From Safer Runtime to Scalable Agent Deployment with NVIDIA OpenShell on Bitdeer AI Cloud

Recently, the emergence of OpenClaw drew attention to a growing demand for a new class of AI systems. Often referred to as “claws,” these systems represent long-running, autonomous, self-evolving agents that can plan and execute multi-step workflows with limited user intervention. Unlike traditional AI assistants, claws are not limited to

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AI Applications

Build and Run Agentic AI with NVIDIA Nemotron 3 Super on Bitdeer AI Model Studio

Bitdeer AI Model Studio now supports NVIDIA-Nemotron-3-Super-120B-A12B, bringing a new open model for advanced reasoning, long-context understanding, and agentic AI development to the platform. Designed for complex multi-agent applications, Nemotron 3 Super combines strong reasoning accuracy with high compute efficiency. Developers can now explore and run this model on Bitdeer

Hack to Hire Episode 2: Turning Real-World Business Friction into AI-Driven Workflows

AI Applications

Hack to Hire Episode 2: Turning Real-World Business Friction into AI-Driven Workflows

Hack to Hire 2 has concluded earlier, but the use cases developed during the event continue to stand out. Rather than focusing on experimental models or theoretical benchmarks, the hackathon produced concrete system designs that address persistent business challenges across supply chains, retail operations, and document-heavy industries. Built within a

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AI Applications

Unlocking AI Potential with NVIDIA GB200 NVL72

The rapid advancements in artificial intelligence require cutting-edge hardware capable of handling the immense computational demands of machine learning , deep learning , and AI-driven workloads. One of the most anticipated breakthroughs in this domain is the NVIDIA GB200 NVL72, a GPU designed specifically to meet the needs of high-performance computing and

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Traditional Data Centers vs AI Data Centers: How Infrastructure Is Evolving to Support AI at Scale

Data centers have always reflected the dominant computing paradigm of their time. For many years, enterprise software, web services, and databases shaped how infrastructure was designed and operated. These workloads emphasized reliability, steady performance, and efficient resource sharing. Artificial intelligence introduces a fundamentally different demand profile. Training and deploying modern

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AI Applications

Deploying Scalable PostgreSQL Database Service on Bitdeer AI Cloud

In the era of data-driven applications and AI-powered innovations, businesses require reliable, scalable, and high-performance database solutions. To meet this growing demand, we are excited to showcase RDS (Relational Database Service) on our AI cloud platform. Designed to simplify database management while ensuring security and scalability, our RDS solution is

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AI Applications

How AI Is Scaling Intelligence Across Finance Industry

AI is becoming essential to the financial industry’s broader digital transformation goals. As data volumes rise and customer expectations shift toward immediacy, precision, and always-on service, financial institutions are recognizing AI’s potential to improve decision-making, strengthen operations, and increase the speed and quality of customer engagement. With tools,

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AI Applications

Hack to Hire: Empowering AI Innovation Through Bitdeer AI Cloud

The Hack to Hire hackathon series, jointly organized by Bitdeer AI and GECO Asia concluded the first event earlier in September, bringing together emerging engineers, developers, and data scientists to tackle real-world business challenges through AI. Over several days, participants used Bitdeer AI Cloud’s GPU virtual machines and AI

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AI Trends & Industry News

Power Capacity and the Future of AI

As artificial intelligence evolves into a full-scale industrial ecosystem, it is also consuming an unprecedented amount of electricity. Whether it is generative models, large language models (LLMs), or multimodal agents, their operation within data centers relies on a common physical foundation: power capacity. Behind the rapid progress of AI, energy

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AI Applications

NVIDIA GPU Evolution and the Road Ahead

GPUs have become the backbone of modern Artificial Intelligence (AI), High-Performance Computing (HPC), and Generative AI. NVIDIA has played a pivotal role in this transformation, evolving from a graphics accelerator vendor into the enabler of factory-scale AI platforms. Each architectural generation has been driven by one principle: resolve systemic bottlenecks

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AI Applications

Building Safe AI Agents: Why Guardrails Matter

AI agents have rapidly evolved from simple assistants into autonomous systems capable of reasoning, decision-making and acting on behalf of users. Across enterprise automation, developer tools and productivity orchestration, these agents signify a substantial step forward in AI, gaining increased decision-making autonomy and a larger sphere of influence. However, this

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AI Applications

Designing Intelligence: Agentic Patterns That Power the Future of AI

AI is evolving beyond passive text completion; It is stepping into autonomy. In this new era, systems do not just respond, they think, plan, coordinate, and act on their own. This is the realm of agentic AI. And at its core lies a set of reusable design blueprints: agentic patterns.

Small Language Models vs Large Language Models: Power, Practicality, and the Future of Agentic AI

AI Applications

Small Language Models vs Large Language Models: Power, Practicality, and the Future of Agentic AI

As language models become increasingly central to modern AI applications, particularly within agentic systems, the ongoing pursuit of ever-larger models is prompting a new question: could smaller models provide a smarter and more efficient alternative? While Large Language Models (LLMs) are widely praised for their broad capabilities, growing evidence suggests

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AI Applications

AI Infrastructure: Building the Backbone for AI Agents

Much of the AI narrative today revolves around consumer tools or futuristic fears. In reality, the technology is already reshaping everyday business workflows.In the real world, advanced software is already working quietly behind the scenes — answering customer queries, booking appointments, summarizing reports, flagging anomalies, and even automating parts of

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AI Applications

Deploying Foundation Models with a Click: Exploring NVIDIA NIMs on Bitdeer AI

As artificial intelligence transitions from prompt-based tools to autonomous systems, the need for scalable and modular infrastructure becomes essential. NVIDIA Inference Microservices (NIMs) offer a streamlined solution to this challenge, enabling developers and enterprises to deploy powerful open-source foundation models quickly and reliably. Bitdeer AI is an officially licensed partner

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Bitdeer AI Wins 2025 AI Breakthrough Award for MLOps Innovation

Singapore, July 1, 2025 (GLOBE NEWSWIRE) – Bitdeer AI, part of Bitdeer Technologies Group (NASDAQ: BTDR) and a fast-growing AI neocloud platform, is proud to announce that it has been presented with the MLOps Innovation Award by AI Breakthrough. The 2025 AI Breakthrough Awards, now in their eighth year, are presented

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Data Science & Machine Learning

Think in Parallel: How Multiverse is Reimagining Language Model Reasoning

Large language models are becoming the driving force behind modern AI systems, but their generation process remains constrained by the mainstream "autoregressive" mechanism. This word-by-word linear generation is simple and effective but inherently unsuitable for handling complex structures and multi-path reasoning tasks. As model sizes grow, computational demands

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AI Trends & Industry News

The Rise of AI Agents: From Foundation Models to Autonomous Workflows

By 2025, the AI landscape has shifted from a focus on ever larger models to the practical deployment of AI agents, autonomous systems that reason, plan, and execute tasks with minimal human oversight. At Sequoia Capital’s AI Ascent 2025, a central theme emerged: the future lies not in more