0
Applied AI·October 11, 2026·1 min read

Learning to use local AI is exciting, overwhelming, and frustrating

Share

The fact that a non-specialist can now run Hermes and Qwen locally on a Mac Studio shows local AI is crossing from hobbyist to early mainstream, but the friction is still real. If your product assumes cloud-only AI, start mapping a parallel local/offline path—privacy-motivated users are about to become a meaningful segment.

Applied AI

'Things are here, things are real - it’s here and now': Snowflake tells us why ensuring trust and reliability could be the key to unlocking the potential of the AI agentic enterprise

“Agentic enterprise” is code for letting software touch real money and real operations—Snowflake is arguing that data trust and reliability are the gating factors, not just model quality. If you want agents in production, your data contracts, lineage, and access controls need to be as mature as your model stack.