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Applied AI·September 27, 2026·1 min read

Q&A with Mustafa Suleyman on recent AI safety incidents, risks of removing guardrails while testing 10x-larger future models, a cross-industry safety body, more

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When a major platform’s AI chief is talking publicly about removing guardrails on 10x-larger models, the center of gravity is shifting from ‘can we’ to ‘how do we contain the blast radius while we do.’ If you’re running evals or red-teaming, assume your bar is now being compared to a cross-industry safety body standard, not just your own policy deck.

Applied AI

An Asus homage to legendary Apple Mac Pro: GB300 DGX workstation gets two thumbs up from reviewer who calls $120,000 AI supercomputer 'the most capable thing we’ve ever put on a desk'

A $120,000 desk-side box that can run dozens of agents at once is the clearest sign yet that ‘AI cluster’ is becoming a line item, not a data center project. If your team is bottlenecked on cloud GPU queues, it’s time to price out whether a local workstation tier makes sense for high-intensity workflows.