The Stephen Wolfram Podcast

Latest Episodes:

Business, Innovation and Managing Life (July 31, 2024) Sep 16, 2024

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: What can you tell us about the next Wolfram Language release? What are you most excited to see added to the language? - Do you worry about the increasing appearance of incompetence in the world? - The version numbers do get fuzzy over time.... Are you thinking about using years instead? It would be clearer how old your version is.... - Any advice for autodidacts? How does one turn a personal curiosity or question about science into a structured project that can be published, as you often do? - Do you think AI will take away some human autonomy, ultimately making humans less intelligent overall as they rely on AI too much? - How do you think the patent system could be improved by AI? - I wonder if we will go through a cycle of trusting AI far too much for answers to our questions, and then when we get too much incorrect information we give up and move to a position of total distrust. Where do you think we will end up? - What has been your favorite place/country to visit? Is there someplace you have yet to visit that you would like to? - What is like starting one's first business? I'm just wondering because I don't personally know anyone who has a business. - On that topic, if you had to start an innovation-intensive business nowadays, requiring R&D before revenues, would you go the VC route or find ways to bootstrap it (and if so, how)? - Can AI systems be effectively applied to customer support roles, or is there too large of a security vulnerability? - Can you elaborate on your experience expanding your business and products to be used by others whose language(s) you don't speak? - What's your favorite new revelation or idea you read in your recent deep dive into philosophy? - How often do you revisit your own personal goals in life and in your career? What are some things you look at that make you feel accomplished, whether small or big?

Future of Science and Technology Q&A (July 19, 2024) Sep 13, 2024

Show notes

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

Questions include: Can AIs be creative? Should AIs rethink art? - What I think also matters is how creative the humans who write the code are. - Do you think art is a kind of multimodal/scale compression of very complex perceptions or ideas into a single form? Is art a way of coherently representing lots of unconscious computation? - There are fundamental principles in art, seen clearly through art history. The question is, how much of these fundamentals does the user have a grasp on, and how can they use that as leverage? - Could there be "laws of art" available to science, using AI? - AI art is already a form in itself. I am usually able to tell AI art from human art, but maybe that will be harder as tech progresses. - Interesting (the transferal of images without language serialization in between). Do you foresee something similar for complex abstract ideas embodied in human neural networks or firing patterns? - To what extent can AI follow the speed of our mental images that sometimes we can't follow up with, not only in terms of communicative language but in terms of recognition? - Keeping with the "future of art" theme, will there even be a place for human artists in the future, or will generative AI make it mostly obsolete, say decades from now? - Art is an "idea" in the artist's brain that hits the friction of the medium: an instrument in music, or paint or clay in visual art. AI art may become much more interesting once it has more actuators. - Do you believe neural interfacing can increase observer capacity? - The idea that brains operate on "millisecond" scale seems wrong. Brains are not digitized control loops; they are continuous systems. - Could Neuralink-type technologies, with near-speed-of-light transfer speeds between persons, make you think this latency could become almost negligible someday? - Apparently there is a vast difference in people's ability to visualize images in their minds. Interestingly, many artists seem to lack this ability. - During your discussion with a robot, the robot said it liked to tell jokes and make people laugh. How possible is it for robots to develop their own personalities outside of what they are programmed to do?

Business, Innovation and Managing Life (July 17, 2024) Sep 13, 2024

Show notes

Questions include: I loved the discussion with a robot! Based on that talk, how do you imagine a future of robots in business? (Robot coworkers, bosses, assistants, etc.) Will robots be able to effectively communicate with their human companions and vice versa? - What business ideas can you think of for useful AI applications? How can we make building your own AI for your own purposes easy and affordable (such as having a bot that helps you find weekly coupons and savings for grocery trips, or for mapping ideal travel times)? - What do you think of "robots" remotely operated by humans as a precursor to autonomous robots? A new spin on outsourced blue-collar labor? - I believe that another crucial thing is that not only should technologies adapt to people's demands, but humans should quickly adapt to technology's demands in the field. Just recall how weird the computer mouse was for us 30–40 years ago. - It is very useful for us humans to understand what the AI knows when it outputs its LLM computations. - Maybe some layered hybrid architecture could work with LLMs providing the base, so to speak, while the other modules do more to correct what is there, perhaps? - What's the gold in AI, LLMs, etc.? Is there some simpler algorithm that can learn, instead of big neural networks? Like trying to find gold in a goldmine? - What do you make of the apparent disconnect between the heavy capital expenditure into AI infrastructure vs. the lagging revenues from applications at the present time? Are we in for a "2000 telecom/fiber"-like setback? - For full robot integration into human society, will we see robot "coffee shops" where robots will be able to go and refuel/charge? What business opportunities would working robots open up? - How was your annual summer of professoring? Kudos to all the student projects! - Will you let future robots enroll in the Summer School?

Science & Technology Q&A for Kids (and others) [July 26, 2024] Sep 09, 2024

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: What is muography? - How are elements created? Are they finite? - I wonder if graphene might be useful in neutrino detection, but maybe I'm underestimating how small a neutrino is. - So if a chunk of a neutron star fell off, then all the neutrinos fell off?

History of Science & Technology Q&A (July 24, 2024) Sep 09, 2024

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 was more important to ancient civilizations, philosophy or science? - What have been your observations on the role of history in current science and research? Is it still relevant, or are we advancing fast enough to make it irrelevant? - Can you tell us about the history of the Wolfram Summer School? How did it start? - What is the history of formal verification in computer security? Particularly, how is it related to automated theorem proving and symbolic computation? Do people use Wolfram Language for formal verification? - Would you consider using one AI to formally verify software now? - What are some examples of scientific/technological "dead ends" other than alchemy (although I suppose we did learn things by accident with that one)? - What about Pythagoras? Philosophy or science? - Do we have enough information to answer this question (philosophy vs. science) for ancient South and Middle American civilizations?

Future of Science and Technology Q&A: Live from the Wolfram Summer School (July 3, 2024) Sep 06, 2024

Show notes

Questions include: How do you see electricity being transmitted or provided to households in the future? These power poles and lines are over-100-year-old technology. - How often will AI be revisited in future science and technology? Or do you think AI has firmly cemented its place? - Do you think LLMs have already passed the Turing test (which is currently being asserted by many "experts")? If yes, what does that mean for the future direction of AI research? If no, what's missing? - Over time, AI training data will increasingly be AI generated. Will this feedback loop amplify errors and cause AI to self-destruct? - If we can sustain mini-brains or large clusters of human neurons for years, this approach might achieve artificial general intelligence before synthetic methods do. What do you think? - Are those neural cats behind you? - Is it possible that human-machine integration or radical genetic modification can allow humans to make significant leaps in rulial space? - What role do emotions play in language and information processing? Do emotions speed up communication? What other elements are important for AI development in communication beyond language? - Will AI make interdisciplinary learning and collaboration easier by facilitating that process, or will it create more misunderstanding between fields? - When people discuss whether an LLM is sentient or not, a question that always comes up is whether it "understands" the prompts and its replies, with the Chinese room thought experiment something typically brought up in such a discussion. I see two ways to look at this. One is that an LLM is just an advanced predictive text generator and that sentience is something more than that. Another is that we sentient beings are actually just advanced predictive text/action generators. What do you feel sentience really is? - Is it possible for AI to achieve true randomness? - Why is there no latency when we are looking around and constructing a scene on the fly? Or is it our perception that makes it seem like there is no latency? - What new types of auxiliary jobs do you think will be necessary for the ubiquitous integration of AI into society to properly balance AI with human interests, such as the alignment problem? And what role, if any, do you see Wolfram Research playing in that "AI economy"? - Do you see there being more specialized computing hardware in the future, where the computations are more directly embedded in physical processes rather than needing to construct a given computation within a universal computer? - How do you envision hypergraph-based models advancing our understanding of quantum mechanics, general relativity and their potential unification? Specifically, how might these models address challenges like quantum gravity, the nature of spacetime and the emergence of fundamental particles? - Are we programmed by evolution to be sentient? If so, can't we program a machine to be sentient? - Do you think hydrogen has a future in computing, and will it play a major role in energy and possible propulsion to get us to Mars? - Is the ruliad a meta-theory, or does it actually exist? - If the ruliad is correct, what kind of technology do you think that can bring us?

Business, Innovation and Managing Life (June 5, 2024) Sep 06, 2024

Show notes

Questions include: What business opportunities could you see being successful in the next ten years? - What do you think about the sort of "density of information" in science or philosophy? Like your TED talk could be a pamphlet, a book, or a multi-volume set of books. Same deal with philosophy? - Would you ever teach a how-to writing course? - What's your opinion about the space tourism business? - Do you think there's a missing feature of current tech that computer or phone developers are overlooking? How can they capitalize on AI? - Somebody from NASA or SpaceX should put a 360 degree camera on Mars such that people on Earth can look around. - How important do you think interdisciplinary knowledge is for driving innovation? - I'm entering college this fall, what advice do you have for a college student's first year? - Can you think of ways to make a career out of learning? - How can I stay focused and work on projects that I'm not necessarily excited about? With general ed especially where my major is not focused. - I have several ideas for real world applications of my work and I am a scholar in my heart, and it seems that a math PhD (currently doing MSc) and then continue being around academia is the best way to do that. Could you say your thoughts about this? Should I leave academia and working on these, or mixing, or only after PhD? - [My advice for education] take classes that teach you how to learn or solve problems or different ways to think about subjects. Those were the most valuable classes. - Could there be an argument for different types of schooling vs common curriculum? To better fit different learning styles? - How do you compare scholarly life vs entrepreneurial life? - Can being a CEO be taught or is it something a person innately has the ability for? What would you study?

Future of Science & Technology Q&A (May 24, 2024) Sep 02, 2024

Show notes

Questions include: Continuing the dinosaur theme, is it possible biology can repeat patterns of evolution? Is it possible for dinosaur-like creatures to reappear? - Why is it as technology advances, it goes through phases of bigger to smaller to bigger? I've seen this with phones, computers, TVs, cars, etc. What does this say for the future of technology? - What would be the future of the personal computing paradigm? Would we see more remote cloud-like computing and storage in the future, essentially making personal computing devices obsolete? - The current AI/LLM models aren't good at the mathematical and statistical computational methods. What areas do you think should be focused on in computer science and mathematics to teach these models to be better at computation and assist researchers and scientists? - What do you think of the amount of data that gets processed or code that is run in terms of bytes vs. bytes that are used for storage in the world? - What exactly is 5G? How is it different from 4G or 3G? - Nowadays, instead of getting higher resolution, we can get higher color range and frame rate. - If AI is being used for autonomous vehicles, then presumably technology could improve to the level where vehicles could "see around corners" by different vehicles communicating with each other, buildings, etc.–so the video stream is from multiple perspectives? - Taking the concept further, could vehicles on a motorway and those joining seamlessly interweave at high speeds safely and traffic be diverted automatically in real time to ensure that there are no blockages etc.? - Turns out that as computer displays get better, our sensor limitations turn out to be higher than we used to think. - I recall reading something saying that 5G and low-latency connectivity would be important for self-driving cars. That seems somewhat unlikely to be an important component of self-driving now. - What's the future of fiber optics? - In the future, will cell towers be more advanced to prevent dead zones?

History of Science & Technology Q&A (May 22, 2024) Sep 02, 2024

Show notes

Questions include: How are new words adopted into language? Can anyone invent a new word, or are there certain processes? - Who discovered the dinosaurs? How has technology assisted with research? - Which ecosystem could accommodate woolly elephants? - Isn't it so strange that every kid has a passion for dinosaurs? - A subset of dinosaurs evolved into birds. - Aren't bees considered too fat to fly? - How has our understanding of the asteroid impact theory evolved since its introduction in the 1980s? - If it were technically possible, would submarines be more efficient if they copied fish or aquatic mammals? - In your background, I see minerals or corals. Do you like petrology? - In popular culture, dinosaurs are often portrayed as solitary and aggressive creatures, akin to fierce monsters. However, scientific research suggests that many dinosaurs may have had complex social behaviors and interpersonal relationships. Could you share an example of a dinosaur whose social behavior has been discovered or hypothesized based on fossil evidence? How do these discoveries influence our perception of dinosaurs, and how they are portrayed in the media? - What came first, the dinosaur or the egg? - How much computational irreducibility exists in DNA engineering? - Do you know what the first written description of human handedness was? There are some depictions and artifacts, but when did we realize "some people are like this"? - Did Isaac Newton get the idea for the inverse square law of gravity from reading a book by Giovanni Alfonso Borelli? - Are there good simulations of warm periods of the Earth? - What would be the physics on Earth with such huge creatures like the dinosaurs? To grow that big, they would have to either have a lot of food or the gravity must have been weirder. - Yeah, there's not enough logged data for that to be predicted accurately, IMO. When did they start keeping track of the average temperature, the ~1920s? - During the time of the dinosaurs, atmospheric oxygen levels were significantly higher, which contributed to the existence of very large insects. - When a space shuttle reenters Earth's atmosphere, does it affect our protection from solar and cosmic radiation? Could this piercing of Earth's barrier impact the stability of the magnetosphere? Is it like a wound that closes gradually or immediately?

Birthday Livestream: the Last 5 years & the Future Aug 30, 2024

Show notes

The last five years (since Stephen's last birthday livestream: https://youtu.be/2-aAi6QXsl0) have been his most productive yet. Join him as he celebrates by looking back at the last five years and looking forward to what's next.

Watch the original livestream on YouTube: https://youtu.be/7Eqhd34ytoc

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