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Local Model Serving — Clarity Today

Topic

Local Model Serving

Running inference servers such as Ollama on developer machines, including bind addresses, API authentication, and container reachability.

Current clusters

product1 distinct publisher

Nvidia's agent sandbox holds; the model server underneath it answers to any browser tab

Oasis Security says CVE-2026-65105 lets one malicious page reach the Ollama instance behind a NemoClaw agent and rewrite the template every prompt passes through.

Publishers:siliconangle.com

Reality

Evidence52
Adoption: Insufficient
Hype gap+18
Incentives72

Confidence48