DeepSeek Harness Sandbox Escape - Explained in 60 seconds
Buying inference today means picking between two bad options.
Commit for a year and pay for capacity you don't use. Or go serverless and get rate limited the moment you grow. But usage arrives in bursts: a weekend eval, a two-week backfill, US business hours. And not all
We build machines that think and lose the ability to understand them.
Imagine someone who writes a diary every night about what they did at work. Everything seems logical, step by step. Except that the diary is written after he has decided what he has done and often says
Xiao, Tianqi, et al. "Environmental Impact and Net-Zero Pathways for Sustainable Artificial Intelligence Servers in the USA."
Nature Sustainability, vol. 8, Dec. 2025, pp. 1541–53, Estimated reading time with careful pacing: about 27 minutes (± 3,400
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