Soft Computing Research Society

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Algorithmic Guardrails for Autonomous Machine Execution: Engineering Safety into Intelligent Agent Systems

Keynote Speaker
Name
Sriramprabhu Rajendran
Designation
IEEE Senior Member
Affiliation
Independent Researcher and Thought Leader

Abstract

This talk explores the architectural principles for deploying autonomous AI agents securely in mission-critical enterprise systems. It highlights deterministic idempotency, policy enforcement, dynamic capability discovery, and auditable reasoning to ensure reliable, compliant, and trustworthy AI-driven automation. The session provides practical guidance for building resilient enterprise infrastructures that safely support autonomous agents.

Keynote Speaker Now Playing Algorithmic Guardrails for Autonomous Machine Execution: Engineering Safety into Intelligent Agent Systems

Algorithmic Guardrails for Autonomous Machine Execution: Engineering Safety into Intelligent Agent Systems

Sriramprabhu Rajendran

Sriramprabhu Rajendran

IEEE Senior Member

Independent Researcher and Thought Leader
This talk explores the architectural principles for deploying autonomous AI agents securely in mission-critical enterprise systems. It highlights deterministic... view more..
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Satish Reddy Budati

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This keynote explores how Intelligent Quality Engineering leverages AI-driven validation, autonomous observability, and intelligent assurance to improve the rel... view more..
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Daniel Benniah John

Daniel Benniah John

Senior Distributed Systems Engineer, Airbnb

Airbnb
This keynote explores the distributed systems, edge intelligence, and scalable architectures required to support reliable, secure, and autonomous AI application... view more..
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