The field of artificial intelligence is moving towards a more nuanced understanding of human values and preferences, with a focus on developing frameworks that can accommodate diverse cultural and moral contexts. Recent research has highlighted the importance of contextualizing AI decision making, taking into account the complexities of human cognition and the need for more transparent and explainable models. Noteworthy papers in this regard include 'Cognitive Dissonance Artificial Intelligence (CD-AI): The Mind at War with Itself', which introduces a novel framework for sustaining uncertainty and promoting dialectical engagement, and 'ALIGN: Prompt-based Attribute Alignment for Reliable, Responsible, and Personalized LLM-based Decision-Making', which proposes a system for dynamic personalization of LLM-based decision makers through prompt-based alignment to a set of fine-grained attributes.
Advances in AI-Driven Decision Making and Cognitive Frameworks
Sources
Effect of Static vs. Conversational AI-Generated Messages on Colorectal Cancer Screening Intent: a Randomized Controlled Trial
Uncanny or Not? Perceptions of AI-Generated Faces in Autism
Cognitive Dissonance Artificial Intelligence (CD-AI): The Mind at War with Itself. Harnessing Discomfort to Sharpen Critical Thinking
ALIGN: Prompt-based Attribute Alignment for Reliable, Responsible, and Personalized LLM-based Decision-Making
CALMA: A Process for Deriving Context-aligned Axes for Language Model Alignment
An Exploration of Knowledge Editing for Arabic
Cultivating Pluralism In Algorithmic Monoculture: The Community Alignment Dataset
Can AI Rely on the Systematicity of Truth? The Challenge of Modelling Normative Domains
MCEval: A Dynamic Framework for Fair Multilingual Cultural Evaluation of LLMs
DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models
Cultural Bias in Large Language Models: Evaluating AI Agents through Moral Questionnaires
Absher: A Benchmark for Evaluating Large Language Models Understanding of Saudi Dialects
EsBBQ and CaBBQ: The Spanish and Catalan Bias Benchmarks for Question Answering
HKGAI-V1: Towards Regional Sovereign Large Language Model for Hong Kong
The AI Ethical Resonance Hypothesis: The Possibility of Discovering Moral Meta-Patterns in AI Systems
Draw an Ugly Person An Exploration of Generative AIs Perceptions of Ugliness
Black Box Deployed -- Functional Criteria for Artificial Moral Agents in the LLM Era