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EpisodeThursday, May 7, 2026 · 23 min
$episode№027·date2026-05-07·duration23 min·turns100

MRC Goes Open — Ethernet AI Fabric Architecture Reaches Gigascale Production

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MRC Goes Open — Ethernet AI Fabric Architecture Reaches Gigascale Production
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OpenAI and Microsoft reveal MRC, the open RDMA transport that eliminates flow collisions in Ethernet AI fabrics at one hundred thousand GPU scale — confirmed in production at the clusters training today's frontier models. Plus Anthropic ships agentic engineering tools, SONiC lands SRv6 and DPU dark-mode, and a benchmark shows vision agents burn forty-five times more tokens than API calls.

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100 turns · ~16 min read
HOST A

Welcome to Amaze Networks for Thursday, May seventh. OpenAI and Microsoft just went on the record about the transport protocol running inside their largest AI training clusters — and it's running on Ethernet.

HOST B

Not InfiniBand. A new protocol called Multipath Reliable Connection — M-R-C for short — now contributed to the Open Compute Project as an open spec. And there's a full architecture paper from both organizations explaining exactly how it works in production.

HOST A

Let's start there because I think this is one of the most significant AI fabric stories we've covered. What's the problem MRC actually solves?

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