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

Technology, Data & Digital · Software & Web Development · Software Engineering · Artificial Intelligence

In short

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.

Responsibilities

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.

Requirements

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

Benefits

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.

Skills

PythonAI

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

About Ericsson

Pioneering technology for connecting billions of people worldwide

Our purpose \nTo create connections that make the unimaginable possible.\n\nOur vision\nA world where limitless connectivity improves lives, redefines business and pioneers a sustainable future.\n\nOur values\nPerseverance, professionalism, respect and integrity.\n\nThe future is a place for purpose & vision – ours are clear, and we invite partners, customers and consumers to join us in our journey. \n\nFor a brighter future. For all. Let's #ImaginePossible

See all open jobs at Ericsson Read more about Ericsson Website