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Nvidia CEO: AI Now Needs ‘100 Times More’ Compute Than At ChatGPT Launch

Nvidia’s CEO Jensen Huang has set the stage for the future of artificial intelligence, highlighting that forthcoming AI technologies will require 100 times the computing power compared to their predecessors. This leap is fueled by advanced reasoning models that methodically ponder ‘how best to answer’ queries step by step.

Revolutionizing Reasoning With AI

In a recent conversation with CNBC’s Jon Fortt, Huang underscored the burgeoning demand for computing infrastructure, pointing to cutting-edge models like DeepSeek’s R1, OpenAI’s GPT-4, and xAI’s Grok 3 as pivotal catalysts.

Financial Milestones And Market Challenges

Nvidia’s financial tome shines this quarter, with results outpacing analyst predictions—revenue soaring by 78% year-on-year to a staggering $39.33 billion. Notably, data center revenue surged by 93% to $35.6 billion, underscoring the paramount role of Nvidia’s GPUs in AI workloads.

Despite these figures, Nvidia’s stock remains in a slump, suffering a 17% decline on January 27—triggered by speculation that firms like DeepSeek might achieve superior AI performance at reduced infrastructure costs. Huang, however, advocated that reasoning models necessitate more sophisticated chips—a domain where Nvidia remains a trailblazer.

Check out our coverage on the future of AI and digital interaction.

Global Trade And Technological Advancements

Export restrictions are reshaping Nvidia’s footprint, especially in China, where revenues have halved. For developers, software innovations might circumvent these barriers, ensuring resilience across platforms, whether in supercomputers or personal devices.

Nvidia’s GB200, available in the U.S., outpaces its Chinese counterparts, producing AI content 60 times faster, offering significant advantages in AI technology evolution.

In the face of global constraints and rapid innovations, Nvidia remains the cornerstone of the AI revolution, driven by substantial infrastructure investments from tech giants worldwide.

Apple Embeds Agentic Coding In Xcode, Pioneering AI-Driven Development

Introduction

Apple has taken a bold step in transforming the software development landscape with its latest Xcode update. By integrating agentic coding, the company is empowering developers with advanced AI tools that can autonomously generate and test code, streamlining complex workflows. This move underscores Apple’s commitment to innovation and positions the tech giant at the forefront of AI-driven development.

Expanding The Developer Ecosystem

The updated Xcode now supports powerful AI agents, including Anthropic’s Claude Agent and OpenAI’s Codex. With these integrations, the development environment is set to handle multi-step tasks, allowing the AI to build projects, search through Apple’s extensive documentation, and resolve coding issues. In a recent demonstration, an Apple representative highlighted how coding agents and Xcode collaborate to manage complex processes seamlessly.

Driving A Paradigm Shift In Coding

The update builds on earlier enhancements introduced in the summer, when Apple added support for tools such as OpenAI’s ChatGPT and other AI services. The new agent-based features reflect a broader industry trend sometimes referred to as “vibe coding,” where developers provide prompts and AI systems generate initial code that is later refined by humans. This approach can reduce development time and shift how programmers interact with software tools.

Implications For The Future

While Apple’s consumer AI products have seen mixed reception, the integration of AI into Xcode is drawing attention from iOS developers. The system allows additional compatible AI services to be connected through an open API, reducing dependence on a single provider.

Market Rollout And Industry Impact

Xcode 26.3 is currently available in beta for registered Apple developers and is expected to reach a wider audience through the App Store later this year. The release follows a broader shift in the technology sector toward AI-assisted coding tools, as companies including OpenAI continue to introduce new developer-focused applications.

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