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Personal Agents, Local Models, and the Security Question

Agents are knowledge systems first. Local models make them more private, but security gaps loom.
Personal Agents, Local Models, and the Security Question
David Christopher David Christopher
Apr 10, 2026 • 5 min read
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Personal agents were my focus this week. 

A thread from Brexton, Cantor's Global Co-Head of AI & Compute Infrastructure, gave the most honest account I've read of what using them actually feels like. Google released a new suite of open-weight models designed to run locally on your own device. And Google researchers published work on just how wide the attack surface for agents has become. 

Taken together, they raised a question worth sitting with: what does it actually mean to use agents well?

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David Christopher

Written by David Christopher

629 Articles • View all      

David is a writer/analyst at Bankless. Prior to joining Bankless, he worked for a series of early-stage crypto startups and on grants from the Ethereum, Solana, and Urbit Foundations. He graduated from Skidmore College in New York. He currently lives in the Midwest and enjoys NFTs, but no longer participates in them.

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