Trustworthy Decision Making in the Real World Through Uncertainty Reasoning
Explore trustworthy decision-making in real-world scenarios through uncertainty reasoning, focusing on metacognitive AI approaches and their practical applications.
An Architectural Approach to Metacognition - Metacognitive AI Series
Explore an architectural approach to metacognition in AI, focusing on integrating cognitive processes for enhanced machine reasoning and self-awareness.
Mutual Trust in Human-AI Teams Relies on Metacognition
Explore mutual trust in human-AI teams through metacognition. Gain insights into the role of metacognitive abilities in fostering collaboration between humans and artificial intelligence systems.
Deep Distillation and Explainable Neural Networks (ENNs) - Lecture
Explore neurosymbolic architecture ENN, its bottom-up training, and deep distillation with Milo Lin. Gain insights into explainability, biological inspiration, and practical applications.
Assured Machine Learning: A Theoretically-Grounded Framework for High-Stakes Domains
Explore a theoretically-grounded framework for assured machine learning in high-stakes domains, focusing on the intersection of symbolic methods and deep learning.
Reasoning with Language Agents
Explore symbolic reasoning using language model agents in this talk by Prof. Swarat Chaudhuri. Gain insights into cutting-edge research at the intersection of AI and symbolic methods.
Human-Centered Explainable AI
Explore human-centered explainable AI with Professor Mark Reidl, focusing on key concepts, latest research, and practical applications in this emerging field of artificial intelligence.
Probabilistic Circuits - Lecture on Advanced AI Techniques
Explore probabilistic circuits with YooJung Choi, delving into advanced AI concepts at the intersection of symbolic methods and deep learning.
Language Agents with LLMs - Evolutionary Step in Artificial Intelligence
Explore language agents as a critical evolutionary step in AI, focusing on LLM research and its implications for advancing artificial intelligence capabilities.
Scene Graphs: Overview and Current Research
Explore scene graphs and current research in this field, gaining insights into an exciting area of AI and machine learning.
Prosocial LLMs - Advancing Ethical AI Development
Explore pro-social language models with Dartmouth's Soroush Vosoughi, examining their potential for positive societal impact and ethical AI development.
Human-Aware Metacognitive AI - Lecture on Planning with Incomplete Model Knowledge
Explore human-aware planning and metacognitive AI with insights from Sarath Sreedharan, focusing on incomplete model-knowledge and AI-human interaction.
Certifying Trustworthy Deep Learning Systems
Explore techniques for certifying trustworthiness in deep learning systems with expert insights from Linyi Li, enhancing AI reliability and safety.
Just Relax, or How I'm Bad at My Own Algorithmic Advice
Explore computational optimization with Professor Ruth Misener as she shares insights and personal experiences in her inaugural lecture at Imperial College London.
Beyond Limits: Making the Connection - Perspective, Resilience, and Personal Renewal
Explore personal growth, resilience, and overcoming challenges through Professor Kanjo's journey of self-discovery and professional development in engineering and computing.
CSS Quiz: Evaluating AI Models' Performance
Explore AI's CSS knowledge through a quiz, revealing strengths and limitations. Gain insights into machine learning's understanding of web styling concepts.
Open Source Evolution for AI and the Next Generation
Explore open source's evolution for AI and next-gen developers. Learn about Open Source Program Offices, balancing risks and rewards, and applying open source beyond code.
Java Me Smarter: Unleashing AI Power with Quarkus
Explore Quarkus for building AI-powered Java microservices. Learn to integrate AI capabilities, from machine learning to chatbots, and discover the future of Java development with AI.
Navigating the Ethical Horizon: Pioneering Responsible AI with the Generative AI Commons
Explore Responsible AI's role in ethical tech development. Navigate ethical dilemmas, societal impacts, and frameworks prioritizing human well-being. Learn about the Generative AI Commons' framework guiding stakeholders in upholding ethical AI standards.
Amr Awadallah's Journey: Data, Cloud Computing, AI, and Entrepreneurship
Explore Amr Awadallah's tech journey from Yahoo to Vectara, covering data processing, cloud computing, AI, and entrepreneurship. Gain insights on open-source models, GenAI adoption, and startup success factors.
Parables on the Power of Planning in AI - From Poker to Diplomacy
Explore AI breakthroughs in games like poker, Go, and Diplomacy. Discover the crucial role of search/planning algorithms and their potential applications in improving machine learning models.