https://www.deepvariance.com/blog Notes from Deep Variance on verifying and optimizing AI inference infrastructure, and on the products we build. en Wed, 07 Oct 2026 00:00:00 GMT https://www.deepvariance.com/blog/our-products-firsthttps://www.deepvariance.com/blog/our-products-firstWed, 07 Oct 2026 00:00:00 GMTDeep Variance optimizes inference for open models. Every change runs in our own production before it reaches a customer's GPUs. Here is why.inference optimizationopen modelshow we work https://www.deepvariance.com/blog/where-video-inference-cost-goeshttps://www.deepvariance.com/blog/where-video-inference-cost-goesWed, 07 Oct 2026 00:00:00 GMTOpen video models cost far more to serve than text models. A plain-English walk through where the GPU time goes, and which levers move it.video generationinference optimizationGPUsopen models