Cohere's open-source release of a coding agent that runs on a single H100 is a significant signal.
A 30B parameter MoE model handling the full agentic engineering stack on consumer-grade hardware means AI infrastructure costs are compressing faster than most forecasts predicted.
For startups and scale-ups, this changes the calculus.
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