A developer's real-world test on an RTX 4000 Ada GPU revealed that four 3D AI avatars can stream simultaneously at 720p30, with GPU usage at only 26% and the CPU as the bottleneck. The cost per avatar…
A developer building an AI avatar streaming system discovered that NVIDIA's H100 GPU, when partitioned via MIG, cannot render graphics because MIG is compute-only and lacks graphics API support. The p…
Modal, the cloud compute platform, announced a new feature that lets AI agents run inside full KVM virtual machines, providing kernel-level access and real GPU drivers, with hardware ranging from 1 vC…
Voice agent latency degrades after turn 7-8 in production, occasionally crossing Retell's ~3s reconnect threshold and dropping calls, despite using keep_alive: -1, KV cache reuse, and two-WebSocket ra…
Real-time voice agents using local LLMs face a hard latency ceiling of ~3 seconds imposed by Retell AI's WebSocket timeout, which forces reconnections and call termination if the first token is not pr…