Project ID: STAI-CDT-2023-KCL-12
Themes: AI Provenance, Norms
Supervisor: Prof Elena Simperl, Dr Timothy Neate
Collective intelligence (CI) communities are among the greatest examples of collaboration, capability, and creativity of the digital age. CI communities allow large groups of individuals to work together towards a shared...
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Project ID: STAI-CDT-2023-KCL-10
Themes: Norms, Verification
Supervisor: Dr Jie Zhang, Dr Mohammad Mousavi
Background: Learning-based conversational agents can generate conversations that violate basic logical rules and common sense, which can seriously affect user experience and lead to mistrust and frustration. To create...
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Project ID: STAI-CDT-2023-KCL-9
Themes: Norms
Supervisor: Dr Jie Zhang, Dr Gunel Jahangirova
Motivation: Training data can be severely biased. The existing metrics of data bias are based on data balance situations conditioned on protected attributes. This is coarse-grained and does not consider the relationship...
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Project ID: STAI-CDT-2023-KCL-5
Themes: AI Planning, Argumentation, Norms, Reasoning
Supervisor: Dr Maria Polukarov
The problem of ethical decision making presents a grand challenge for modern AI research. Arguably, the main obstacle to automating ethical decisions is the lack of a formal specification of ground-truth ethical principles,...
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Project ID: STAI-CDT-2022-KCL-3
Themes: Logic, Norms, Verification
Supervisor: Hana Chockler
The goal of this project is to develop a causality-based framework for the analysis of decentralised finance (DeFi), based on the principled approach of actual causality [1] and responsibility [2], the latter pioneered by...
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