Updated
Updated · Bloomberg · Nov 11
Cohere Battles Daily for AI Compute as Nvidia-Backed Startup Lacks Its Own Data Centers
Updated
Updated · Bloomberg · Nov 11

Cohere Battles Daily for AI Compute as Nvidia-Backed Startup Lacks Its Own Data Centers

3 articles · Updated · Bloomberg · Nov 11

Summary

  • Aidan Gomez said Cohere is in a daily fight to secure enough computing power, rejecting concerns that the AI industry is overbuilding capacity.
  • Cohere needs that compute to train and run its business-focused AI models, and Gomez said shortages remain a direct constraint on operations.
  • Without its own data centers, the Canadian startup relies on cloud providers including Microsoft Azure and newer suppliers such as CoreWeave for access to chips and capacity.
  • The comments underscore how even Nvidia-backed AI companies still face supply bottlenecks as demand for model training and inference keeps outstripping available infrastructure.

Insights

If AI infrastructure is supposedly overbuilt, why is a well-funded startup like Cohere spending billions to build its own sovereign data centers?
With most planned data centers failing to materialize, are tech giants secretly hoarding AI compute to deliberately choke out smaller competitors?
Could hidden bottlenecks in memory chips and local power grids trigger a sudden, devastating collapse in the global AI supply chain?