The Stephen Wolfram Podcast

Latest Episodes:

Science & Technology Q&A for Kids (and others) [April 7, 2023] Dec 08, 2023

Show notes

Stephen Wolfram answers general questions from his viewers about science and technology as part of an unscripted livestream series, also available on YouTube here: https://wolfr.am/youtube-sw-qa

Questions include:
With the rise of AI, what will happen to the world of education? - Will we able to provide basic things to everyone with the use of only machines (specifically food, water and shelter)? At that point, will jobs be obsolete or not? - Are we about to reach a post-truth world due to AI-enabled misinformation? How do we combat this? - Since ChatGPT can currently only reproduce written human reasoning, will it even be possible for ChatGPT to be better than humans one day? - How can AI, through the lens of computational irreducibility, navigate the vast landscape of possible rule sets and achieve true intelligence, mirroring the complexity of our universe? - Do you think we will see more of this phenomenon where AI contributes to the fundamentals of science? - What do you think about AI alignment and the existential risk of AI? - What's it like to be an LLM? By extension, what's it like to be a computer? - Once AI can start programming, use those programs to solve problems and debug, will programmers become obsolete? - What are your suggestions for a high-school student who is interested in both AI and physics?

Business, Innovation, and Managing Life (April 5, 2023) Dec 01, 2023

Show notes

Stephen Wolfram answers questions from his viewers about business, innovation, and managing life as part of an unscripted livestream series, also available on YouTube here: https://wolfr.am/youtube-sw-business-qa

Questions include:
Should I become a programmer? At what age do you think kids should start learning computer-related skills? Should programming be a core class for students, like math and English? - What do you think are good ways to introduce computational thinking to kids? - But can you really get to a point to ask if there is something that you want to do that can be solved computationally without at least going about a trial-and-error-type process? - "Human-AI coauthorship" is what I call it now. - What would be some examples of the differences between programming, mathematical thinking and computational thinking? Or is there a difference? Is this just a colloquial thing? - Would you consider hiring someone without a technical background? - What is the minimum body of knowledge one should gather before being able to produce meaningful ideas in one research area? - What was the hardest part in starting Wolfram Research? - What are your thoughts on learning things outside of your domain of expertise? How should one balance their time between diving deep into their primary domain and exploring things outside of that? - What valuable new products will Wolfram Research build using AI in the next decade? What ideas do you have that you hope others build? - What do you think is going to happen in the next five years with AIs? What's the next big "surprise" thing like ChatGPT you think will come? - What's the worst thing that could happen with AI? - Are you concerned that we are building our murderer? Or that we have to simulate worlds empty of influence to determine the genuine intentions/alignments of an AI? - Which is better: ChatGPT calling a plugin, or a plugin/standalone calling ChatGPT? Depends on the application, probably. - I'd love for an AI to be able to, for instance, teach me chess in the most optimal way by figuring out my weaknesses and how to reinforce my learning. - One thing to consider: If the galaxy is incredibly vast, why wouldn't an AI just leave Earth so that it can gather resources elsewhere? Or it could even explore the universe. Staying on Earth seems like it'd be very limiting to an AI or superintelligence. - How can one NOT get left behind socially and economically in the wake of AI innovation? - One thing I was thinking earlier is that what we're going to be seeing now is "automation of AI," where we have lots of websites and APIs that do one machine learning task well, and then we're handing off data from one model to the next. - I like the idea of LLMs acting as the core interface module for a "soup" of APIs in a cognitive/hybrid AI

Science & Technology Q&A for Kids (and others) [March 31, 2023] Dec 01, 2023

Show notes

Stephen Wolfram answers general questions from his viewers about science and technology as part of an unscripted livestream series, also available on YouTube here: https://wolfr.am/youtube-sw-qa

Questions include: If ChatGPT's transformer model stores the averaging of the text that regular people produced on the internet plus millions of books, is it fair to say that it's going to produce mediocre output? What if we train a model with text produced by geniuses ONLY, like Euler, Gauss, Newton, Benjamin Franklin, etc.? Would it be superior? - What are you most excited to see from AI? - Is AI guaranteed to be 100% accurate? Or does it behave in a way similar to humans, where mistakes are possible and there should be some sort of quality assurance, either built in or separate, that requires human labor? - Does Elon Musk's call for halting AI development make any sense? Wouldn't people elsewhere do it anyway? Would this just hurt Western development at the cost of others pursuing it elsewhere? - Do you think if AI is given control of some trivial systems that it could inadvertently snowball into gaining control of other systems and become a hazard to humans? - A recent study has linearly mapped the activation of an LLM to activations in the brain. Do you think that might be a hint that we may be on the right path? - Do you think an artificially generated intelligence (AGI) could achieve an economic equilibrium for humans? - The interesting difference of ChatGPT to actual intelligence is you can fool it easily with crafted input. - Is there going to be a spread of misinformation due to AI (deep fakes, etc.)? - As someone with allergies, being able to adopt an AI robot dog would be kind of cool! - Human wants are not a fixed set of things. They evolve as society evolves. - Do you think AI might just be a part of evolution like farming, the usage of electricity and smartphones (in the "extension of man" sense), and that we actually don't really have a say in it? - With a powerful tool like AI, how does the education system need to be changed to meet the needs of future generations? How do teaching methods in schools need to be revamped? - The question is, will the dog have the IQ to understand us deeply? That's the problem with AI: we might be like dogs in terms of our understanding of AI. We might not understand it, and that's the scary part.

History of Science & Technology Q&A (March 22, 2023) Nov 24, 2023

Show notes

Stephen Wolfram answers questions from his viewers about the history of science and technology as part of an unscripted livestream series, also available on YouTube here: https://wolfr.am/youtube-sw-qa

Questions include: What's the history of AI? What's the first recorded example of artificial intelligence? - It's amazing how well the movie 2001 still holds up. - What did pattern matching look like in the Middle Ages? - What's the relationship between "cybernetics" and AI? Is it simply a popularized naming or deeper than that?

Science & Technology Q&A for Kids (and others) [March 10, 2023] Nov 24, 2023

Show notes

Stephen Wolfram answers general questions from his viewers about science and technology as part of an unscripted livestream series, also available on YouTube here: https://wolfr.am/youtube-sw-qa

Questions include: Suppose I wanted to store digital data in a way that would be accessible to archeologists 10,000 years in the future. How could I achieve this? The best I can come up with is the awkward thin aluminum or titanium punch cards. Obviously, there would also be sheets of metal with plain writing on them including very clear and detailed explanations of how to build a card reader. - I wonder how vinyl would hold up? - Could Earth ever get a second moon? What kind of effects could this have on Earth? - What should we do today to help survivors reboot civilization after a cataclysmic event? - I always liked the idea of putting all of Wikipedia and other literature in glass and sending it on a 1,000-year orbit for future generations. - Is the fact that the Moon exactly covers the Sun during an eclipse just a coincidence? - Detecting the signatures of technology of other civilizations will be very difficult/impossible if they don't want them to be seen easily. Stealth/camouflage is a survival tactic in the wild. - The topic of consciousness should be explored further.

History of Science & Technology Q&A (March 8, 2023) Nov 17, 2023

Show notes

Questions include: Please discuss the history of graph theory and network theory. What was the role of computation? - So graph theory evolved as a theory after practice, like thermodynamics and the steam engine? - Graphs as knowledge representation were popular in AI the late 60s, and more formally in theoretical CS a decade later. - Was it a big effort to integrate graphs in Wolfram Language? Is it missing some part of the recent developments? - Has anyone formulated Zermelo-Fraenkel set theory in terms of graph theory? - At what point in history did mathematics reach a level where a single individual could no longer learn all "known knowledge" at that time within their lifetime? - It seems too often amazing discoveries go years without being picked up by a particular community. - If Aristotle were alive today, how might he describe modern technology? How would one explain modern technology to someone from Aristotle's time? - Would you say the words "soul" or "spirit" were used in the past in much the same way we use the term "software" today? - Why would cellphones be inconceivable? They work the same way speech does. The only difference is that the ancients didn't know about the electromagnetic field. - In your own experience, have there been any major changes to a field of study that changed the way one would view a certain topic? I remember being in school studying astronomy when Pluto was declared to no longer be a planet and my professor's lesson plan had to adapt in an instant. - I like pondering what Professor Einstein may have been able to do with Wolfram|Alpha.

Business, Innovation, and Managing Life (March 1, 2023) Nov 17, 2023

Show notes

Questions include: What is your favorite blog/book you've written? Any specific reason, why or why not? - How was your trip? Was it for business or just for fun? - As a remote CEO, do you ever get cabin fever from being home constantly? Do you try to keep work in certain rooms of your home to combat this? - Have you tried anything like tracking your sentiment as you work by using a neural net to analyze a video feed of your face/body? - I'm struggling with this nagging feeling that I'm progressing slower than I want to. I know I'm doing what I can, but I still can't shake it off. Have you ever dealt with this? If so, how? - What management strategies do you use to get the most out of your employees? - How can I increase the chance of my admission to a master's degree in complex systems or cognitive sciences? - How do you decide on when to make a big change in the technology you use/build, for example, switching Wolfram Workbench from Eclipse to VS Code? - Good project definition—formalizing what a project means—is one very important part. But how much do money/stock options/vacations (to avoid burnout) influence employee morale? Or giving them a project that they want to work on, or people they want to work with? - I've been one to say, "If I get more money, I'll care more." In the end, it didn't work. It's better to optimize for things that you just like working on. - What do you think about code review/peer review? Does it slow down a company or research? Do you think there are other alternatives to this? - How often do you work on the Physics Project in terms of weeks or months? How do you manage your life to work on this when finding the rule of our universe has no business case (at least in the short term)? - How do you deal with confusion and the feeling of "I don't understand this"? - Given your knowledge of the foundations of math and physics: do you bother to research the fundamental theories of project management, or try an attempt to formalize it, experiment with different project definitions, etc.? - How is the process of picking a mentee? Do you look for specific clues? Is there anything an individual can do to stand out? - You seem to care a lot about the history of ideas in scientific areas. Do you think this is a must for producing meaningful work in research? - I work as an innovation consultant. For a year now I have been on a journey to redesign/innovate and develop a new type of computer case. But I battle with this feeling all the time that I will fail and don't have a chance against all the "giants." How do I overcome this feeling? Or do I just accept it and go on?

Science & Technology Q&A for Kids (and others) [March 3, 2023] Nov 10, 2023

Show notes

Stephen Wolfram answers general questions from his viewers about science and technology as part of an unscripted livestream series, also available on YouTube here: https://wolfr.am/youtube-sw-qa

Questions include: Could every exoplanet have a habitable zone if one could get just far enough away from the star? What makes a planet habitable? - Why do we measure sound using decibels? - What advances in synthetic biology do you think will happen in the short term, the long term and the very long term? Have you visited Ginkgo Bioworks in Boston? - AI-designed proteins that do biocomputation - These processes, in the case of life, exist in a coevolved physiochemical balance. That would be hard to reproduce. - How do you think space travel will change/improve as technology advances? Will it become a regular form of transportation sometime in the future? - When helicopters were first developed, people thought they would transform cities and be our new taxis. But they're too expensive. - On the subject of shorter travel times, I remember Heinlein suggesting in his books using suborbital rockets to travel between destinations. Would such an idea be too expensive for companies to run? Or would such an idea be feasible to cut travel time? - I think the cost and safety risks associated with space and underwater ocean tourism will keep them from ever being commonplace. - Now your perspective on what's possible for travel is different than the younger generations. - In relation to what you are saying about air travel, cellphones and computers, all of those technologies went through a long period (10+ years) of being luxury goods that only the richest people on Earth could use. The same will probably be true for space travel. Do you think that problem will get better or worse over time?

Business, Innovation, and Managing Life (February 15, 2023) Nov 10, 2023

Show notes

Questions include: How did you begin your journey into the livestreaming world? It's not something I see most CEOs doing, and I must say it is enjoyable to see one such as yourself be available in such an open capacity to share your knowledge and engage with others. - Do you ever get overwhelmed with decision fatigue, dealing with so many topics and the feeling that you will never get everything done? - Have you ever made a bad decision on a project? Do you own up to it? What do you do about it? - Estimating the time to build a feature is hard. Have you found any task-estimation practice that works well? - Do you have unconditional confidence? - What allows us as human beings to be successful in our endeavors despite disbelief, discouragement, etc., while attempting to solve our problems in the world implementing tech, science and other domains? - Ideas can be great. Implementation will define how they go over. - What strategies can be used to break down research projects into tasks that can be distributed to collaborators in order to leverage the fact of being a group? - Do you think a career working on AI tools for use in science and mathematics is likely to have a big, positive impact?

Science & Technology Q&A for Kids (and others) [February 10, 2023] Nov 03, 2023

Show notes

Stephen Wolfram answers general questions from his viewers about science and technology as part of an unscripted livestream series, also available on YouTube here: https://wolfr.am/youtube-sw-qa

Questions include: Is there a way to digitize DNA sequences and examine them? - Is a complete family tree of humanity with billions of connections a realistic possibility? - Is DNA a tree or a semi-lattice? - How likely is it that genetic engineering can create many mammalian species with superhuman intelligence? - Can you speak on epigenetics? Has this effectively resolved the nature vs. nurture question by turning it into an invalid question? - Do viruses play an important part in evolution? - How does the brain distinguish signals coming from different senses? What is the difference between the signals coming from the eye vs. the ear? If everything is ultimately an electrical signal, is this not a difference in degree instead of kind? - What are the implications regarding the ability for the brain to acquire another sense that is unlike the five senses we already have?

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