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Ethics at the Edge: Trust, Sensing, & Actuation in Smart Devices

Ria Cheruvu

Intel AI architect Ria Cheruvu explores the ethical and security challenges of intelligent edge IoT devices performing real-time sensing and physical actuation.

Summary

The Proliferation of Intelligent Edge Devices

Modern IoT devices increasingly embed computer vision, natural language processing, and automated actuation, interacting dynamically with physical environments.

Redefining Trusted Entities in Pervasive Surveillance

Ria Cheruvu examines incidents like the 2021 Verkada camera hack, illustrating the extreme risks when centralized cloud platforms manage thousands of edge sensors.

Ethical Dilemmas in Autonomous Actuation and Sensing

Cheruvu explores the safety, privacy, and accountability implications of edge devices making autonomous decisions affecting human subjects without consent.

A Governance Framework for Trustworthy Edge Computing

The author proposes transparent design principles, local data processing guardrails, and cryptographic attestation standards for intelligent IoT devices.

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