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Applied AI·September 7, 2026·1 min read

Ryzen AI Max+ PRO 495 mini PCs with 192GB RAM emerge — Acemagic, GMKtek, Framework debut ultra-expensive 'supercomputers' that can handle 300B-parameter

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Mini PCs with Ryzen AI Max+ PRO 495 and 192GB RAM claiming to run 300B-parameter models locally show how quickly frontier-class inference is leaking out of the data center. If your product assumes “big models must live in the cloud,” start stress-testing on-prem and edge variants—customers with data sensitivity or latency needs will ask.

Applied AI

‘If we don’t like it, we’ll kill it. If we love it, we’ll marry it’: We were dreaming about ChatGPT thousands of years before it existed — here's how ancient myths shaped the AI we’re building today

The stories we tell about AI—servant, oracle, monster—quietly set user expectations and risk tolerance before any product spec is written. If you're deploying AI into consumer or employee workflows, align your narrative with the actual failure modes you can manage, not the myth you're unconsciously reenacting.