Build secure always-on local agents on AMD Ryzen AI PC using Lemonade
Tutorial · Day 2 · Tue, Nov 10
Every model call stays local across the NPU and GPU, inside a sandbox policy you write yourself
Session
About this session
An always-on agent is only worth having if you can trust it with real work. In this hands-on workshop you'll build one on a Ryzen™ AI PC that runs day and night, works on your actual inbox and calendar, and stays inside limits you set yourself. Lemonade Server keeps every model call local across the NPU and GPU, so nothing leaves the machine. You'll put the agent in a sandbox where what it can read, run, and reach is a policy you write and can change. You'll be provided with an AMD Ryzen AI PC, a synthetic dataset and a simulated environment to experiment and build a fun productivity use case.
Agenda
Also on Day 2 · Tue, Nov 10
All times PT.
- 9:15 – 10:00 AMHow do agents work, and how should they work?Panel
- 10:15 – 11:00 AMEvery sandbox ends up with exceptionsPanel
- 12:15 – 1:00 PMThe attack is already in your indexPanel
- 1:15 – 2:00 PMMaking a data agent trustworthy with a semantic layer and auditable memoryTutorial
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