Tag
This article argues that the real bottleneck for on-prem AI agents is not the model itself but the control plane, which often leaks metadata and cannot reach internal systems behind firewalls. It highlights the need for custom MCP connectors and full VPC/on-prem deployment to make such agents viable.
The author attended the Mistral AI Now Summit in Paris, noting Mistral's shift from a model company to a full-stack AI provider, with emphasis on on-prem deployment, specialized small models, and European sovereignty.
Skymizer announces the HTX301, a PCIe inference card capable of running 700B-parameter LLMs on-premises with high memory and low power consumption.