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Applied AI·October 31, 2026·1 min read

Google, Microsoft, OpenAI and Anthropic back one AI training opt-out

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A unified robots.txt opt-out makes “no training” a single switch—raising the odds that large content owners will actually use it. If your product depends on web-scale data, assume a future with less crawlable content and more licensed or first-party data pipelines.

Applied AI

US forces in Europe are bracing for 'Ukraine's worst day.' AI could help them fight an overwhelming flood of missiles and drones.

AI-assisted targeting and defense against mass drone and missile barrages is moving from theory to operational planning — volume and coordination, not single-asset performance, are the constraint. Defense and dual-use vendors should assume procurement will favor systems that can ingest heterogeneous sensor data and make time-critical recommendations under fire.