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Yet Another Science Podcast

Yet Another Science Podcast

Written by: Joseph Scott
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Yet Another Science Podcast (YASP) is a podcast devoted to conversations with scholars containing philosophical, historical, motivational, conceptual, and technical questions relating to their research.

The goal of the podcast is two-fold: first, to provide an informal medium for researchers to discuss and philosophize about their work. Second, a medium for curious minds of various levels (motivated high school students to professors) to learn about your work from the first-person source.

Joseph Scott 2023 Science
Episodes
  • Yejin Choi - Natural Language Processing, Common Sense, AI • YASP #4

    Yejin Choi - Natural Language Processing, Common Sense, AI • YASP #4
    Sep 13 2023

    Yejin Choi is a Professor at the School of Computer Science & Engineering at the University of Washington and also a senior research director at AI2. She received her doctorate in Computer Science at Cornell University and bachelor's in Computer Science and Engineering at Seoul National University in Korea. Her research investigates a wide variety problems across NLP and AI including commonsense knowledge and reasoning, neural language (de-)generation, language grounding with vision and experience, and AI for social good. She is a MacArthur Fellow and a recipient of many best paper awards, such as NAACL, I C ML, NeurIPS, I C C V, and triple A I. She is the recipient of ACL and CVPR Test of Time awards. She won the inaugural Alexa Prize and was one of IEEE AI's 10 to Watch. GUEST LINKS: Yejin's Website: https://homes.cs.washington.edu/~yejin/ Yejin's Linkedin: https://www.linkedin.com/in/yejin-choi-0b900b1/ Yejin's Twitter: https://twitter.com/YejinChoinka PODCAST INFO: Podcast Website: https://www.yasppodcast.com/ Podcast Twitter: https://twitter.com/yasp_podcast Podcast Discord: https://discord.gg/JkRMnC5frj Timestamps: 0:00 Intro 1:58 What is Common Sense? Why is it so hard for Computers and AI? 7:05 Common sense in a logical, social, and cultural lens 15:40 How does AI leverage various forms of reasoning? 30:30 Unconscious Reasoning 32:50 Large Language Models and "Emergent Phenomena" 41:08 How did you find this problem? What made you want to study AI/NLP? 44:30 Who inspired you? 48:20 What is Natural Language Processing (NLP)? 50:10 Seq2Seq, Attentiion, and Transformers 54:20 Semi Supervised, Unsupervised, and Information Theory in NLP 1:05:40 Computer Vision and Language Grounding 1:12:40 Physical Common Sense in AI 1:14:30 Social Common Sense in AI 1:19:30 Logic Solvers and MaxSAT in NLP 1:26:10 Sapir-Whorf Hypothesis 1:29:10 Is NLP Engineering or Science? 1:31:45 Language, Reasoning, AI, and Consciousness 1:37:00 Can Machines Learn Morals? 1:46:30 AI for Social Good 1:54:45 Post Turing Test Society 2:00:40 AI, Engagement, Consumerism, and Surveillance Capitalism 2:08:15 Could AI eliminate the working class? 2:13:40 Optimism, and Positive Impacts of AI
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    2 hrs and 18 mins
  • Armando Solar Lezama - AI Programming; Program Synthesis • YASP #3

    Armando Solar Lezama - AI Programming; Program Synthesis • YASP #3
    Jun 20 2023
    Timestamps 0:00 Intro 1:04 What if a Computer Could Program Itself? 7:50 Automatically Programming with Different Forms of Reasoning 12:48 Neruosymbolic Computing, Continuous vs. Discrete AI 19:28 How did you find this Problem? 23:43 Program Synthesis 31:38 Who Inspired You? 35:41 Overview of Sketch 45:21 Counterexample-guided Abstraction Refinement 55:28 Examples and Applications of Program Synthesis 1:03:29 Synthesis with Machine Learning vs Solvers; Relationship with Neruosymbolic AI 1:07:15 The Holy Grail of AI - Neurosymbolic Computing 1:12:08 Socio-Economic Impacts of Software 1:22:31 Self-Replicating and Self-Programming AI 1:27:33 Fear of AI, Building Systems with Safe AI 1:33:39 Philosophy of Language and AI, Language as a Glue for Reasoning 1:41:43 Could Deductive Reasoning Emerge from Inductive/Abductive Reasoning? 1:47:31 Applications that you find Exciting/Utopian 1:50:00 Applications that you find Scary/Utopian
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    1 hr and 58 mins
  • Clark Barrett - Automated Reasoning, SMT Solvers, Artificial Intelligence • YASP #2

    Clark Barrett - Automated Reasoning, SMT Solvers, Artificial Intelligence • YASP #2
    Apr 21 2023

    GUEST LINKS: Clark's Website: https://theory.stanford.edu/~barrett/Clark's Linkedin: https://www.linkedin.com/in/clark-bar... PODCAST INFO: Podcast Website: https://www.yasppodcast.com/ Podcast Twitter: https://twitter.com/yasp_podcast
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    1 hr and 35 mins
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