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Applied AI·August 25, 2026·1 min read

Perplexity Launches Local AI Model That Will Run on Your GPU Instead of the Cloud

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Perplexity’s “Portable Computer” local model is another data point that serious assistants are moving onto user GPUs—privacy, latency, and cost are pulling inference to the edge. If you build around cloud-only models, pressure-test your architecture and pricing against a world where users expect high-quality offline answers.

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Anthropic is expected to pitch investors a $30tn market opportunity

Anthropic floating a $30 trillion revenue opportunity—topping even SpaceX’s pre-IPO TAM pitch—shows frontier labs are framing themselves as horizontal economic infrastructure, not software vendors. For operators, this means AI valuations will be justified on cross-industry capture narratives; your job is to be precise about where, and how much, of your P&L you’re actually willing to hand to a single model provider.