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Applied AI·September 13, 2026·1 min read

The Pentagon reportedly asked OpenAI to provide an AI that doesn't like saying no to requests

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Defense customers are explicitly probing the refusal boundary—where safety guardrails meet operational flexibility. If you sell into regulated or sensitive domains, expect procurement language to start specifying not just accuracy and latency, but how often and under what conditions your systems are allowed to say no.

Applied AI

Meta enlists tiny Korean startup to build 'one-chip-like datacenter' — CXL architecture introduced by Facebook's parent company and Panmnesia can handle almost 1000 AI GPUs per domain

A CXL architecture that treats up to 960 accelerators as one coherent domain is a bet that memory and interconnect—not raw FLOPs—are the next AI infra bottleneck. If you’re planning large-scale training or inference, start asking cloud and colo partners about their CXL and memory pooling roadmaps, not just GPU counts.