AI Applications

This category focuses on the practical use cases of AI. It showcases how AI is being implemented in various industries like healthcare, finance, and manufacturing, exploring the real-world benefits and challenges of these applications.

AI Applications

How Bitdeer AI Builds More Reliable and Efficient Model APIs

Model as a Service (MaaS) is one of the services Bitdeer AI offers. It gives users access to model APIs, making it easy to get started with leading open-source AI models. This article covers the basics of model APIs and the key factors behind the stability and efficiency of

AI Applications

How PostgreSQL Supports AI Cloud Applications: From the Data Foundation to Agents and RAG at Scale

AI cloud applications are moving beyond model demos. Production systems must retrieve knowledge, trigger workflows, enforce access controls, and serve real users through APIs. In this shift, a database is no longer just a back-end store for business records. It becomes a coordination layer for users, permissions, model versions,

AI Trends & Industry News

From Models to Production: Scaling AI in a Multi-Model World

Bitdeer AI recently brought together a group of senior AI and technology leaders in Palo Alto, California, for a candid conversation on “From Models to Production: Scaling AI in a Multi-Model World.” The discussion explored how organizations are navigating an increasingly diverse model landscape and the practical decisions that

AI Applications

Build Multimodal AI Agents with NVIDIA Nemotron 3.5 Super VL on Bitdeer AI Model Studio

Always-on agents are no longer just reading and writing text. They need to interpret a screenshot, parse a scanned invoice, read a chart buried in a PDF, watch a clip of video, or navigate a live application interface, then reason over what they've seen and take the

AI Applications

755GB to 395GB: How Bitdeer AI Halves GLM-5.3's GPU Footprint

Author: Dang Hoang Duy TL;DR GLM-5.3's 753 billion parameters ship in FP8 as 755 GB of weights, too big for the 640 GB an 8xH100 node holds, especially once the KV cache needs room too. We quantized it in-house to W4AFP8 (4-bit experts,

AI Applications

Open Models AI Codefest: The Era of the AI Demo Is Over. The Era of Production and Localization Is Here.

Author: Angel Hsu, Evelyn Xiong For years, much of the AI conversation has revolved around what models can do. But as AI adoption accelerates, the more important question is becoming: Can these systems work reliably, economically and securely in the real world? That shift was evident throughout the recent Open

AI Applications

Mystery Solved: Ox Alpha is GLM-5.3-Flash, and It's Now Live on Bitdeer AI Model Studio

On August 20, 2026, a mysterious model appeared on OpenRouter. The model listing contained only a single identifier: stealth/ox-alpha. Its only publicly available information was a 1-million-token context window, native support for text, image, and video input, and unlimited free access during the preview period.  The

AI Applications

Day 0 Availability: Power Always-On Agents with NVIDIA Nemotron 3.5 Lightning on Bitdeer AI Model Studio

When an always-on agent stalls or runs up a surprising bill, the instinct is to reach for a bigger, smarter model. But most agent work isn’t frontier reasoning. Always-on agents complete complex, multi-step tasks by gathering context, observing their environment, reasoning over what they know, and

AI Applications

From Prompt to Production: What It Really Takes to Build AI That Works

Authors: Eric Si, Evelyn Xiong The Two Kinds of AI Nobody Talks About Together AI has already made several decisions on your behalf today, most of them without you noticing. The sequence your feed showed you. Whether a transaction cleared. None of those involved a chat interface. They operated as

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

AI Applications

Day 0 Experience Frontier-Reasoning with NVIDIA Nemotron 3 Ultra on Bitdeer AI Model Studio

As autonomous agents take on increasingly complex, long-running tasks, from orchestrating multi-week coding projects to synthesizing hundreds of research sources in real time, the demands placed on the underlying reasoning model have fundamentally changed. Speed, depth of reasoning, and the ability to sustain context across extended sessions are

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,

AI Applications

Getting Started with NemoClaw on Bitdeer AI Cloud

Deploy secure, production-ready AI agents in minutes with NVIDIA NemoClaw on Bitdeer AI Cloud. In this guide, you’ll learn how to quickly set up a fully sandboxed environment and run powerful models like Moonshot AI’s Kimi K2.5 through Bitdeer AI’s high-performance inference endpoints. What

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

AI Trends & Industry News

NVIDIA GTC 2026: The Inference Inflection and the Rise of Agentic AI Factories

Key Highlights * The Inference Inflection: GTC keynote explained massive shift in compute demand as AI moves from pre-training to real-time agentic inference. * The NVIDIA Vera Rubin Platform: A "generational leap" featuring seven new chips (including NVIDIA Vera CPU and NVIDIA Rubin GPU) and five specialized racks

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

AI Applications

Installing and Configuring OpenClaw on Bitdeer AI Cloud

OpenClaw is a powerful AI agent framework that enables you to build intelligent assistants with multiple capabilities, including web search, code execution, and integration with various AI models. With Bitdeer AI Cloud, OpenClaw can be deployed online with flexible resource allocation and usage-based pricing, making it easier to run

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

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-

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

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.

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 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

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.

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.