Tag archive
What a local ai system for business can do well, summaries, extraction and routing, where you still need a cloud model, and how to test the line on your files.
A hybrid AI system for business sends routine, sensitive work to local models and hard reasoning to the cloud. How to sort the jobs, with an automotive example.
A federal judge ruled documents prepared via public AI lose attorney-client privilege. A second court the same month preserved work-product for internal AI use. Here is what the split actually means, with cited sources.
Three days after launch, the U.S. government ordered Anthropic to disable Fable 5 and Mythos 5 worldwide. Nobody running local AI lost a thing. Here’s the lesson.
Update (2026-10-11). This result is one question on one corpus. I did not run a no-model baseline on...
Update (2026-10-11). This result is one question on one corpus. I did not run a no-model baseline on...
Vitalik Buterin runs Qwen3.5:35B locally on a laptop with an RTX 5090. Here’s how to build your own private AI stack at any budget, plus 6 prompts to lock down
Preview the files your local LLM will receive before inference. This simple gate catches bad retrieval while the fix is still cheap and clear.
Lumo 2.0 adds image tools, encrypted memory and live search as Proton tries to make private AI feel less limited.
Private AI keeps your data in-house, sovereign cloud gives you compliant infrastructure inside a jurisdiction, and sovereign AI adds legal control of the whole model, its inference and its update chan
A critical national infrastructure operator should run private AI on operator-owned hardware, inside its own network, with no dependency on any outside service. The vendors worth shortlisting deploy a
LM Studio turned your Mac into an AI workstation. You downloaded models, you chatted with them, you...