Research Interests Cont...
My research interests extend beyond the domain of intuitive physics. For brevity and clarity, I limited my initial description, but I will elaborate further here.
At the core of my research is a focused interest in how AI agents can emulate human learning processes. This facet of my research is characterized by thoroughly examining the modalities through which artificial systems can discern patterns, formulate predictions, and embark upon self-guided explorations and causal discovery, mirroring the intellectual processes observed in humans (particularly children).
Therefore, this research seeks to create a synergy between human cognitive processes and artificial intelligence, aiming to surpass the existing boundaries of AI's engagement with and comprehension of the physical world. The ultimate aspiration of this work is to contribute to the genesis of intelligent systems that are not merely reactive but are proactive learners equipped with the ability to comprehend and engage with the world in manners that resonate with the sophistication of human cognition. Through this pursuit, I seek to augment the practical applications of AI and provide significant insights into the essence of learning and intelligence itself.
However, I am still conscious of the ethical considerations accompanying integrating human cognitive mechanisms into artificial intelligence. The pursuit of technological advancement necessitates a vigilant approach to the moral implications, including safeguarding individual privacy, preventing algorithmic bias (which I’ve written about: https://drive.google.com/file/d/1-qX1U4iqj5ryucSqtjic0xEoe2onYhaD/view?usp=sharing), and ensuring transparency in AI decision-making processes. It is imperative to navigate these advancements with a moral commitment to ethical standards, ensuring that AI developments are conducted with an awareness of their broader societal impacts. More thoughts here:
Moral Reasoning:
Delving into moral reasoning within the context of artificial intelligence, I find myself intrigued by the subjective and complex nature of ethical decision-making. The study of how individuals navigate moral dilemmas reveals the challenge of assigning moral judgments, as personal and cultural values significantly influence the weighting of intentions, outcomes, and ethical principles. This complexity illustrates that moral reasoning transcends universal boundaries, shaped instead by a diverse spectrum of perspectives.
The subjectivity inherent in moral reasoning poses a considerable challenge when considering its integration with AI systems. I am interested in exploring how AI can be designed to mirror the rich tapestry of human ethics, enabling principled and adaptable decisions to the varied moral contexts encountered in real-world scenarios. This interest includes probing into how humans balance their instinctive emotional responses with deliberate reasoning when faced with ethical quandaries and how these processes might inform AI development.
The aim here is not to perfectly mirror human moral reasoning within AI but to enrich AI development with an understanding of moral reasoning's inherent subjectivity and complexity. Navigating these waters, I hope to contribute towards developing AI systems capable of making ethical decisions that resonate with human values, acknowledging that ethical considerations often reside in a gray area rather than within clear-cut boundaries.
As my curiosity pivots, my thoughts and interests will branch out to different areas. Still, I plan to update this post with additional research areas as my focus expands and evolves.