Master Thesis: Semantic Guardrails for Autonomous Networks - Verification of Constraint Preservation

Teknik, data och digitalt · Mjukvaru- och webbutveckling · Mjukvaruutveckling · Artificiell intelligens

I korthet

This Master Thesis focuses on developing an AI-based "Semantic Assurance Agent" to verify that guardrails and constraints are maintained in autonomous networks during AI-driven optimization decisions. You will explore semantic equivalence chains to detect deviations and define acceptable guardrail variations.

Ansvarsområden

Create an AI-based "Semantic Assurance Agent" to check guardrail and constraint adherence.
Explore semantic equivalence chains for detecting guardrail deviations and constraint breaches.
Investigate the definition of "acceptable" guardrail deviation.
Design the experimental setup and baseline comparison for the agent's output.

Krav

General Programming skills
An inquisitive mindset
Knowledge of AI concepts or an active interest to independently expand knowledge on relevant topics.

Förmåner

Outstanding opportunity at Ericsson.
Chance to use your skills and imagination to push boundaries.
Work with a diverse team of innovators.
Contribute to solutions for tough problems.

Färdigheter

PythonAI

#AI#networks#autonomous#verification#constraints#guardrails#master thesis

Om Ericsson

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