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Applied AI·July 25, 2026·1 min read

This AI SSD tech makes 8 RTX 5090s perform like 46 GPUs in inference

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If GenStorAIGE’s AI90 delivers anywhere near its claimed HBM+DDR+SSD memory pooling, the constraint for many LLM inference workloads shifts from GPU count to memory architecture. Infra teams should start asking vendors for real benchmarks on effective batch size and latency per dollar, not just raw FLOPs.

Applied AI

Sources: OpenAI and Anthropic quietly lobby Washington regulators to restrict open-source AI models, even as Sam Altman publicly says he supports open source AI

If leading labs are privately pushing to constrain open-source while others push the opposite, the regulatory battlefield is about who owns the margin stack as models commoditize. Operators should assume policy risk around open models will rise and start modeling dual-track strategies: one that leans on open ecosystems, and one that assumes tighter controls and licensing.