Integrate Cutting-Edge AI Features and
Lifecycle Security into Your Embedded Device

• Next-Gen Architecture: Deep dive into the NPU architecture co-developed with Google Research for future-proof Edge AI.
• Open ML Toolchains: Gain hands-on experience with Torq, the new open-source AI optimization toolchain.
• Rapid Deployment: Learn the workflow to test and deploy AI models to real hardware
• Lifecycle Security: Master real-world CRA compliance through SBOMs and user-friendly Vulnerability Management.

This workshop is led by experts who will combine lecture with one-on-one instruction. It is aimed at:

• ML Application Developers: Looking for efficient ways to move models from the cloud to edge silicon.
• Embedded Linux Platform Maintainers: Responsible for building and securing reliable OS images across device fleets.
• Compliance & Security Officers: Tasked with implementing CRA requirements and vulnerability management.
• Technical Leads & Architects: Seeking a holistic view of how hardware, software, and security intersect in AI product development.

The Synaptics Astra Machina SL2610 Dev Kit plus all associated software. Registrants MUST attend in person to receive the giveaway.

Attendees should bring a Laptop (Mac, Windows, or Linux) with Wi-Fi connectivity.

• Keynote: The Future of Edge AI: Introduction to the Astra SL2610 with Coral NPU and the open-source ML toolchain.
• Hands-on Lab I: Model Deployment: Deploying AI models to physical hardware and via Torizon.
• The Regulatory Landscape: How Torizon streamlines the path to CRA Compliance
• Hands-on Lab II: Vulnerability Response: Real-time exercise in detecting, scanning, and patching a new CVE using SBOMs.