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Applied AI·September 9, 2026·1 min read

Meta’s Muse Let Me Waste a Mind-Boggling Amount of Free Compute on Nothing in Particular

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When a consumer agent platform makes “tokenmaxxing” feel like a game, you’re watching Meta train users to normalize very high-intensity usage patterns—at Meta’s infra cost. If you’re building on top of these surfaces, assume today’s free, over-provisioned compute is a user-acquisition phase, not a stable unit economics baseline.

Applied AI

US Says Alibaba, DeepSeek Have ‘Systematically’ Siphoned AI Models

Model weights and training pipelines are now being treated as strategic IP targets on par with advanced semiconductors—US agencies explicitly warning that Chinese firms have “systematically” extracted proprietary AI knowledge raises the bar on defensive posture. If you ship models or tooling, treat every external touchpoint—APIs, eval access, research collaborations—as a potential exfiltration vector and log, gate, and monitor accordingly.