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14 September 2026
AI Video Agents: Real-Time Generative GPU Infrastructure
This guide helps teams test latency, concurrency and cost before building an interactive video product. Measure your exact model and hardware, including the scheduling and sharing options your latency budget permits.
9 September 2026
Running Wan 2.2 on Cloud GPU: VRAM Needs & Cost per Clip
Lyceum does not provide a serverless API for Wan 2.2. Instead, deploying open-weight video models requires On-demand GPU VMs, where cost per clip is driven by VRAM scaling, hardware matching, and utilization.
15 September 2026
What It Costs to Train a Text-to-Video Model: Real GPU Budgets
Calculate the real cost of a text-to-video training run using active parameters, latent tokens, and dense MFU. Build a realistic campaign budget in GPU-hours to multiply by your own quoted hardware rates.