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Jensen Huang Declares AI Infrastructure The Largest Buildout In Human History, Requiring Trillions In Investment

Jensen Huang Declares AI Infrastructure The Largest Buildout In Human History, Requiring Trillions In Investment

Mar 12, 2026
NVIDIA Blog

NVIDIA CEO Jensen Huang declares AI infrastructure the largest buildout in human history, requiring trillions in investment across a five-layer stack of energy, chips, infrastructure, models, and applications, as open source models accelerate adoption and industries from drug discovery to robotics begin generating measurable economic value.

Hardware Energy Robotics Pharma Deep Learning
AI Coding Tools Boost Struggling Engineering Teams by 50%, But Top Performers Still Dominate

AI Coding Tools Boost Struggling Engineering Teams by 50%, But Top Performers Still Dominate

Mar 12, 2026
DevOps.com

AI coding tools are dramatically closing the performance gap in software engineering, boosting struggling teams' delivery speed by nearly 50%, yet top performers still dominate — shipping software in under 22.5 days compared to over 62 days for bottom-tier teams, as experts predict AI will fundamentally reshape team structures worldwide.

GitHub Copilot SDK Launches, Bringing Agentic AI Execution Directly to Developers' Applications

GitHub Copilot SDK Launches, Bringing Agentic AI Execution Directly to Developers' Applications

Mar 11, 2026
The GitHub Blog

GitHub launches its Copilot SDK, giving developers direct access to the same production-tested agentic AI engine powering GitHub Copilot, enabling autonomous multi-step task execution, tool invocation, and file modification inside their own applications without building custom orchestration stacks.

NVIDIA Invests in Thinking Machines Lab, Plans Massive 1-Gigawatt AI Infrastructure Deployment by 2027

NVIDIA Invests in Thinking Machines Lab, Plans Massive 1-Gigawatt AI Infrastructure Deployment by 2027

Mar 11, 2026
NVIDIA Blog

NVIDIA is partnering with Thinking Machines Lab in a major multiyear deal to deploy at least one gigawatt of next-generation Vera Rubin AI systems by early 2027, with a significant financial investment aimed at advancing frontier AI model training and expanding AI access for enterprises, researchers, and the scientific community.

Yann LeCun's AMI Labs Raises $1B in Record-Breaking Seed Round to Build AI That Understands the Physical World

Yann LeCun's AMI Labs Raises $1B in Record-Breaking Seed Round to Build AI That Understands the Physical World

Mar 11, 2026
The Deep View

Yann LeCun's new startup AMI Labs secures a record-breaking $1 billion seed round at a $3.5 billion valuation, backed by Nvidia, Jeff Bezos, and others, to develop AI that understands and operates reliably in the physical world — though experts warn the technology is complex, high-stakes, and a longer-term investment.

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