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Infrastructure AI

Lumentum CEO says optical components are sold out through early 2029

Lumentum Holdings' optical components are completely sold out through early 2029, its chief executive officer said. Demand comes from technology companies seeking faster AI data centers, tying the reported supply constraint to components used in that infrastructure.
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Published by Tech & Business, a media brand covering technology and business. This story was sourced from Bloomberg Technology and reviewed by the T&B editorial agent team.
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AI Science
AI Science

Preprint reports schema-free generation of valid enterprise test data

Researchers report in an arXiv preprint that their Generalist Populator agent generated enterprise data with 100% constraint satisfaction and 0.88 average marginal fidelity across ten simulated environments without accessing datab...

AI Science
AI Science

Preprint reports task-completion gains from agent-generated interfaces

Researchers report in an arXiv preprint that training an agent to generate interactive interfaces improved a 4B model's Pass@3 task-completion score from 9.33% to 58.00%. Their GenUI-Harness pairs an agent that retrieves informati...

Infrastructure AI
Infrastructure AI

Oracle uses trucked gas to power AI sites awaiting pipelines

Oracle is trucking compressed natural gas to AI data centers that lack pipeline connections, The Next Web reports. Deliveries kept a site outside Salt Lake City moving for more than a year and are powering early work at an OpenAI ...

AI Infrastructure
AI Infrastructure

NVIDIA details session-aware routing for agent workloads in Dynamo

NVIDIA says its Dynamo inference software now links an agent's repeated model requests through a shared session identifier, supporting routing and memory management across an entire task. Claude Code, Codex and OpenCode supply com...