View Proposal

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Proposer

Radu-Casian Mihailescu

Title

Rethinking Evaluation Strategies for Artificial General Intelligence:

Goal

Description

Evaluating progress toward Artificial General Intelligence (AGI) is a fundamental yet unresolved challenge. Traditional approaches rely heavily on synthetic benchmarks inspired by human intuition about intelligence. However, such tests often fail to capture the full complexity of general intelligence or demonstrate real-world applicability. This dissertation proposes a shift in evaluation philosophy—from abstract proxies of intelligence to competence-based assessment grounded in practical task performance and deployment readiness. Research Problem: How can we design more meaningful and reliable evaluation strategies for AGI systems that reflect general competence rather than intuitive or synthetic benchmarks?

Resources

Background

Url

Difficulty Level

Moderate

Ethical Approval

None

Number Of Students

1

Supervisor

Radu-Casian Mihailescu

Keywords

Degrees

Bachelor of Science in Computer Science
Bachelor of Science in Computer Systems
Bachelor of Science in Information Systems
Master of Engineering in Software Engineering
Master of Design in Games Design and Development
Master of Science in Artificial Intelligence
Master of Science in Artificial Intelligence with SMI
Master of Science in Business Information Management
Master of Science in Computer Science for Cyber Security
Master of Science in Computer Systems Management
Master of Science in Computing (2 Years)
Master of Science in Data Science
Master of Science in Human Robot Interaction
Master of Science in Information Technology (Business)
Master of Science in Information Technology (Software Systems)
Master of Science in Network Security
Master of Science in Robotics
Master of Science in Software Engineering
Bachelor of Science in Computing Science
Bachelor of Engineering in Robotics
Bachelor of Science in Computer Science (Cyber Security)
Master of Science in Robotics with Industrial Application
Postgraduate Diploma in Artificial Intelligence
Bachelor of Science in Statistical Data Science
BSc Data Sciences