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Smart

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The FAA’s plan to fix air traffic? $875 million worth of AI

The FAA will deploy Air Space Intelligence's AI platform Smart, costing $875 million over 12 years, to streamline air traffic management starting in Washington, D.C.

Per the Wall Street Journal, the FAA will soon launch Smart (Strategic Management of Airspace, Routes and Trajectories), a cloud-based AI platform built by Air Space Intelligence to enhance existing air traffic management systems. The program costs $875 million over 12 years and uses AI on airline schedules, weather, airport capacity, and airspace conditions to predict traffic flows and identify conflicts before they occur. It will roll out first in the Washington, D.C. metropolitan area before expanding to other regions, complementing the FAA's broader hiring and modernization efforts.

TechCrunch · AI · 17h agoAI industry

Design Docs Are All You Need: An AI-native Machine-Learning Performance Tool

Researchers present SMART, an ML performance-modeling library regenerated by AI coding agents from natural-language design docs instead of code.

The paper describes SMART, a symbolic performance-modeling library whose main branch contains almost no code: the repository is a DAG of self-contained design documents, and coding sub-agents regenerate implementations from only the docs on version updates. Reliability rests on a worked-example doc style used as in-context demonstrations and a minimal operator IR with SymPy cost expressions, offering both fast analytical roll-up and fine-grained modulo-scheduling modes. Regenerated implementations reproduce hand-audited reference models, including DeepSeek-V3 serving on a TPU pod slice, to round-off precision.

arXiv cs.AI / cs.LG / cs.CL · 13d agoAI research1

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