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AI clusters
Trends
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Homa, a transport protocol designed as a TCP replacement for data centers, is being presented as the end of TCP for AI clusters. The claim is that traditional TCP cannot handle the demanding traffic patterns of AI training workloads, and Homa's approach offers lower latency and better performance for machine learning infrastructure.
- 2Qwen 3.8 Flash Next Runs at 100 T/s on One RTX 4090●Qwen 3.8 Flash Next on a Single RTX 4090: How Consumer‑Grade GPUs Reach 100 T/s By Senior Editor – October 2026 “A singl
Reports circulating in tech circles claim that Alibaba's Qwen 3.8 Flash Next, a 125-billion-parameter model, can run at roughly 100 trillion tokens per second on a single consumer RTX 4090 GPU — a throughput previously associated with multi-node H100 clusters. Enthusiasts are discussing what this means for local AI inference and the collapsing cost barrier between consumer and data-center hardware.