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    Education

    The Future of Everything – Stanford Engineering

    Host Russ Altman, a professor of bioengineering, genetics, and medicine at Stanford, is your guide to the latest science and engineering breakthroughs. Join Russ and his guests as they explore cutting-edge advances that are shaping the future of everything from AI to health and renewable energy.
    Along the way, “The Future of Everything” delves into ethical implications to give listeners a well-rounded understanding of how new technologies and discoveries will impact society. Whether you’re a researcher, a student, or simply curious about what’s on the horizon, tune in to stay up-to-date on the latest developments that are transforming our world.

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    Latest Episodes:
    The future of human vision Jun 30, 2023
    Show notes

    Neuroscientist Kalanit Grill-Spector studies the physiology of human vision and says that the ways computers and people see are in some ways similar, but in other ways quite different. In fact, she says, rapid advances in computational modeling, such as deep neural networks, applied to brain data and new imaging technologies, like quantitative MRI and diffusion MRI, are revolutionizing our understanding of how the human brain sees. We’re unraveling how the brain “computes” visual information, as Grill-Spector tells host Russ Altman on this episode of Stanford Engineering’s The Future of Everything podcast.

    Chapter Time Stamps:

    (00:01:30) Episode introduction: Exploring the fascinating field of cognitive neuroscience and brain development with Kalanit Grill-Spector.

    (00:02:45) Dr Grill-Spector's background and research interests: The intersection of cognitive neuroscience, psychology, and computer science.

    (00:04:00) The crucial role of experience in shaping brain development: Understanding how environmental factors influence neural specialization.

    (00:09:55) The development of word processing regions in the brain: Investigating the emergence and evolution of brain regions associated with reading and word recognition.

    (00:11:30) The evolution of word specialization and its implications: Exploring how the brain acquires the ability to read and process words.

    (00:14:20) Shift in research focus to studying brain development in infants: Exploring the critical early phases of brain development and the impact of experience on neural circuits.

    (00:16:40) Pokemon, Brain Representation, and Perception: The surprising findings on the continued development of word and face processing regions. Discovering the extended period of specialization and plasticity in these brain areas.

    (00:19:10) Unexpected decline in specialization for body parts, particularly hands: Examining the trade-off between different cognitive abilities as brain regions specialize.

    (00:22:00) Understanding the potential impact of experience on brain organization: Examining how environmental factors shape the neural pathways and cognitive capabilities.

    (00:25:00) Investigating the influence of Pokemon on brain representation and perception: Analyzing the effects of exposure to specific visual stimuli on brain organization.

    (00:27:15) The unique characteristics of Pokemon stimuli: Exploring how visual features, animacy, and stimulus size affect brain responses.

    (00:29:00) Specificity of brain representation for Pokemons: Uncovering whether the brain develops distinct neural pathways for Pokemon stimuli.

    (00:31:45) Comparing the effects of word learning: Understanding the potential trade-offs in brain specialization.

    (00:32:45) Technical challenges in studying infant's brains: Discussing the need for new tools and analysis methods to study developing brains.

    Connect With Us:

    Episode Transcripts >>> The Future of Everything Website

    Connect with Russ >>> Threads / Bluesky / Mastodon

    Connect with School of Engineering >>>Twitter/X / Instagram / LinkedIn / Facebook


    Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.


    The future of trauma therapy Jun 23, 2023
    Show notes

    Guest Debra Kaysen is a psychologist specializing in treatment of post-traumatic stress disorder (PTSD) who says that promising new cognitive and behavioral therapies are, quite literally, giving people “their lives back.” These therapies work without drugs to help patients manage their disease and its symptoms and, perhaps, even cure PTSD. We’re providing tools to change how they think, Kaysen tells host Russ Altman on this episode of Stanford Engineering’s The Future of Everything podcast.

    For interested listeners, Kaysen offers a list of PTSD resources:

    Resources

    • Previous TFoE episode with Shaili Jain on treatments for PTSD
    • https://istss.org/public-resources/trauma-basics
    • https://istss.org/public-resources/find-a-clinician
    • https://adaa.org/learn-from-us/from-the-experts/blog-posts/consumer/what-youre-feeling-ptsd-what-do-help

    Free apps from the VA for PTSD and other related concerns

    • https://www.ptsd.va.gov/appvid/mobile/
    • https://www.abct.org/get-help/

    For a Cognitive Processing Therapy (CPT) trained therapist

    • https://cptforptsd.com/cpt-provider-roster/

    Stanford’s PTSD clinic

    • https://med.stanford.edu/psychiatry/patient_care/ptsd.html

    International resource for a Prolonged Exposure (PE) trained therapist

    • https://www.med.upenn.edu/ctsa/find_pe_therapist.html

    Chapter Timestamps:

    (00:00:00) Introduction to Trauma Therapy and Digital Mental Health

    Russ Altman introduces the topic of trauma therapy and discusses the advancements in digital mental health.

    (00:01:45) Support Apps for Trauma Survivors

    Debra Kaysen explores the use of mobile applications as a means of support for sexual assault survivors in the immediate aftermath of trauma.

    (00:03:15) Overcoming Barriers

    Finding Therapists: Debra Kaysen highlights the challenges survivors face in finding therapists and the potential of apps to bridge that gap.

    (00:05:10) Bridging the Gap: Challenges in Accessing Support

    Debra Kaysen discusses the difficulties survivors face in accessing timely support and how apps can provide a solution.

    (00:08:00) The Power of Telehealth for PTSD Treatment

    Debra Kaysen emphasizes the effectiveness of telehealth in treating post-traumatic stress disorder (PTSD) and its growing acceptance in the field.

    (00:10:15) Equivalence of Telehealth and In-Person Therapy

    Debra Kaysen shares her personal experience of providing therapy to her patients via telehealth and highlights its equivalence to in-person sessions.

    (00:12:30) Exploring Asynchronous Therapy with Text Messages

    Debra Kaysen delves into the use of text messages as a form of asynchronous therapy for PTSD treatment, offering flexibility and convenience.

    (00:14:20) Enhancing Support: Immediate Response and Accessibility

    Debra Kaysen discusses the immediate response and accessibility benefits of asynchronous therapy with text messages.

    (00:16:00) Building Trust and Establishing Rapport

    Debra Kaysen emphasizes the importance of building trust and establishing rapport in digital therapy settings.

    (00:18:00) Honesty and Reduced Fear of Judgment

    Russ Altman discusses the potential for reduced fear of judgment in digital therapy, allowing individuals to be more open and honest in their communication.

    (00:20:00) Exploring Effective Therapeutic Techniques

    Debra Kaysen explores various therapeutic techniques used in trauma therapy and their effectiveness in promoting healing.

    (00:24:15) Long-Term Outcomes and Prevention

    Debra Kaysen explores the long-term outcomes of trauma therapy, highlighting its potential to prevent symptom recurrence and equip individuals with lifelong resilience skills.

    (00:26:00) Empowering Individuals: Coping Strategies

    Debra Kaysen discusses empowering individuals with effective coping strategies to navigate future traumas.

    (00:28:00) Sustaining Progress: Follow-up and Resilience

    Debra Kaysen discusses the importance of follow-up care and how trauma therapy helps individuals develop resilience.

    Connect With Us:

    Episode Transcripts >>> The Future of Everything Website

    Connect with Russ >>> Threads / Bluesky / Mastodon

    Connect with School of Engineering >>>Twitter/X / Instagram / LinkedIn / Facebook


    Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.


    Best of - The future of robot simulations Jun 16, 2023
    Show notes

    Hi everyone, Russ here, we’re running a best-of episode this week to re-share a conversation I had in 2021 with Karen Liu, an associate professor of computer science here at Stanford Engineering. The conversation is relevant today because, as we all know, AI is having a moment, and robotics is an important part of that. Karen and her lab have a goal of enabling robots to contribute in caregiving roles - think of tasks like helping medical patients get dressed each day - and they’re using physics-based simulations to do that. I hope you’ll take some time to tune into this discussion, it’s a timely and relevant one given larger societal conversations about AI. Enjoy!

    Chapter Time Stamps:
    (00:00:00) Introduction

    Russ Altman interviews Karen Liu, a Stanford professor in computer science, to explore the advancements in exoskeleton technology and their impact on human augmentation.

    (00:01:12) Defining Exoskeletons

    Karen Liu provides an overview of exoskeletons as wearable devices that enhance human capabilities and become an integral part of the wearer's body.

    (00:02:30) Wearable Devices and Human Augmentation

    The discussion delves into the concept of wearable devices augmenting human abilities, drawing parallels to popular culture references such as Iron Man.

    (00:05:40) Incorporating Sensors and Cameras

    Karen Liu explains how sensors and cameras are integrated into exoskeletons to understand the wearer's environment, enabling the exoskeleton to anticipate future actions.

    (00:07:55) Parallels with Self-Driving Car Technologies

    Exploring similarities with self-driving cars, the conversation highlights how exoskeletons can leverage environmental awareness to guide the wearer's movements.

    (00:09:20) Modeling Human Behavior and Intentions

    The discussion shifts to the modeling of human behavior and predicting user intentions to ensure exoskeleton assistance aligns with user expectations and maintains their independence.

    (00:11:30) Ensuring User Safety and Comfort

    The focus turns to designing exoskeletons that prioritize user safety and comfort, considering factors such as ergonomics and personalized adjustments.

    (00:13:45) Real-Time Adaptive Assistance

    The conversation explores the potential for exoskeletons to dynamically adapt assistance levels in real time based on the wearer's needs and changing circumstances.

    (00:15:20) Balancing Assistance and User Independence

    The importance of finding the right balance between providing assistance and preserving user independence is discussed, ensuring that exoskeletons empower rather than hinder.

    (00:17:05) Ethical Considerations and Accessibility

    The discussion touches upon ethical considerations surrounding exoskeleton technology, including accessibility, affordability, and ensuring equal opportunities for all users.

    (00:18:30) Optimizing Performance and Efficiency

    The conversation dives into strategies for optimizing the performance and efficiency of exoskeletons, including advancements in energy management and battery technologies.

    (00:19:45) User Feedback and Iterative Design

    Karen Liu highlights the significance of user feedback and iterative design processes in refining exoskeleton technology to better meet user needs and preferences.

    (00:20:30) Future Possibilities and Advancements

    Looking ahead, the conversation explores potential advancements in exoskeleton technology, including advancements in artificial intelligence and personalized exoskeleton designs.

    (00:22:00) Collaborations and Interdisciplinary Research

    The importance of interdisciplinary collaborations in advancing exoskeleton technology is discussed, emphasizing the need for expertise from various fields.

    (00:23:10) Summary and Key Takeaways

    Russ Altman summarizes the main points discussed throughout the episode, highlighting key takeaways for listeners to reflect upon.

    Connect With Us:

    Episode Transcripts >>> The Future of Everything Website

    Connect with Russ >>> Threads / Bluesky / Mastodon

    Connect with School of Engineering >>>Twitter/X / Instagram / LinkedIn / Facebook


    Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.


    The future of wastewater Jun 09, 2023
    Show notes

    Guest Bill Mitch says it’s no secret the world is running short of fresh water. As a civil and environmental engineer, he sees wastewater as a potential solution, if only we can eliminate the impurities. Mitch designs systems to remove toxic chemicals from wastewater to enable its reuse as a drinking water supply. It’s not easy, but it costs half as much as desalinating seawater, Mitch tells host Russ Altman on this episode of Stanford Engineering’s The Future of Everything podcast.

    Show Notes & Chapters: The future of Wastewater

    (00:00:05) Introduction

    Russ introduces the podcast and guest, William Mitch, who discusses the future of wastewater treatment.

    (00:00:38) Nitrogen in Wastewater Treatment

    Russ and William kick off the conversation with an insightful discussion on the issues surrounding the nitrogen cycle in wastewater treatment. They discuss the nitrogen cycle, the role of nitrogen in wastewater treatment, and the challenges of removing it from wastewater, including the current technologies being used.

    (00:02:28) The Basics of Wastewater Treatment

    Mitch explains the fundamental process of wastewater treatment, highlighting the initial step of removing solids and the biological process of removing organic matter.

    (00:07:35) Understanding Biochemical Oxygen Demand (BOD)

    Mitch explains the concept of BOD, its importance in water treatment, and how technology has evolved to measure it.

    (00:10:19) The Challenge of Nitrogen Removal

    Discussion about the difficulties and processes involved in removing nitrogen from wastewater, focusing on the traditional and newer approaches.

    (00:14:02) Energy Consumption in Wastewater Treatment

    Mitch talks about the substantial energy demand involved in wastewater treatment, especially in the nitrogen removal process.

    (00:17:32) Research on Nitrogen Removal

    Mitch discusses his lab's research on a more energy-efficient process for nitrogen removal from wastewater, explaining the concept of anammox bacteria and their role in this process.

    (00:20:49) Phosphate Removal and Regulation

    Mitch talks about the lack of regulatory pressure for phosphorus removal from water and its potential future implications.

    (00:21:30) Public Acceptance of Wastewater Treatment Technologies

    Russ probes into the public acceptance of wastewater technologies, specifically potable reuse of wastewater. William discusses the changes in public attitudes towards recycled water over the past decades, the importance of public relations campaigns and community education in shaping these attitudes, and the future of potable reuse facilities.

    (00:24:39) The Quality of Potable Reuse Waters vs. Conventional Water Supplies

    William discusses a recent study comparing the quality of water from potable reuse plants to conventional water supplies. He reveals that the treated waters were found to be of higher quality than surface waters and comparable in quality to groundwater supplies.

    (00:27:00) Chlorinated Taste in Drinking Water

    Russ asks William about the common chlorinated taste in drinking water. William explains the chemical reactions that lead to this taste and why it isn't necessarily a red flag for consumers.

    (00:28:00) Future of Separate Infrastructures for Potable and Non-Potable Water

    They wrap up the conversation discussing the possibility and implications of having separate infrastructures for potable water and water used for other purposes. William explains the logistical challenges and why many utilities are moving towards potable reuse.

    (00:29:08) Conclusion

    Russ concludes the episode, thanking William for his insights into the future of wastewater, and invites listeners to subscribe, rate, and review the podcast for future episodes.

    Connect With Us:

    Episode Transcripts >>> The Future of Everything Website

    Connect with Russ >>> Threads / Bluesky / Mastodon

    Connect with School of Engineering >>>Twitter/X / Instagram / LinkedIn / Facebook


    Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.


    The future of greenhouse gases Jun 02, 2023
    Show notes

    Guest Matteo Cargnello approaches the challenge of greenhouse gases from a different perspective. He doesn’t study how harmful chemicals got in the skies, or even the consequences. Instead, Cargnello is using his skills as a chemical engineer to turn them into other benign or useful chemicals. So far, he’s turned greenhouse gases into valuable industrial chemicals, polymers, renewable fuels, and even ethanol. Useful products from greenhouse gases, that's the dream, Cargnello tells host Russ Altman on this episode of Stanford Engineering’sThe Future of Everything.

    Connect With Us:

    Episode Transcripts >>> The Future of Everything Website

    Connect with Russ >>> Threads / Bluesky / Mastodon

    Connect with School of Engineering >>>Twitter/X / Instagram / LinkedIn / Facebook


    Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.


    Best of - New forms of semiconductors are key to the future May 26, 2023
    Show notes

    This episode of The Future of Everything podcast with Srabanti Chowdhury first ran in 2022. We’re sharing it again to offer a glimpse into research being done to identify new materials for semiconductors that could lead to smaller, faster, more powerful and more energy efficient electronics. Since we recorded this episode, the CHIPS and Science Act was signed into law, creating a $280 billion dollar investment in the field over the next 10 years, and in light of the renewed commitment to this technology, we’re excited to share this conversation on the future of semiconductor materials.

    Connect With Us:

    Episode Transcripts >>> The Future of Everything Website

    Connect with Russ >>> Threads / Bluesky / Mastodon

    Connect with School of Engineering >>>Twitter/X / Instagram / LinkedIn / Facebook


    Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.


    The future of art May 19, 2023
    Show notes

    Deborah Cullinan’s job is to integrate arts of every form across campus. She says art has the power to heal and may be the answer to many of our present-day societal problems, such as growing political polarization and social isolation borne by the pandemic. Art advances equity, improves health, and enhances well-being for all, she says. Everyone should see themselves as artists—engineers, physicians, political scientists alike. "We all want to have creative lives," Cullinan tells host Russ Altman in this episode of Stanford Engineering’s The Future of Everything podcast.

    Connect With Us:

    Episode Transcripts >>> The Future of Everything Website

    Connect with Russ >>> Threads / Bluesky / Mastodon

    Connect with School of Engineering >>>Twitter/X / Instagram / LinkedIn / Facebook


    Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.


    The future of movement disorders May 12, 2023
    Show notes

    Helen Bronte-Stewart is a neurologist and an expert in movement disorders, like Parkinson’s. She says new approaches, such as closed-loop deep-brain stimulation, and new digital health technologies that chart subtle changes in movement are reshaping the field, leading to new understandings and new treatments for this once-untreatable disease. To modulate behavior, you first have to measure it, Bronte-Stewart tells host Russ Altman. It’s the future of movement disorders in this episode of Stanford Engineering’s The Future of Everything podcast.

    Connect With Us:

    Episode Transcripts >>> The Future of Everything Website

    Connect with Russ >>> Threads / Bluesky / Mastodon

    Connect with School of Engineering >>>Twitter/X / Instagram / LinkedIn / Facebook


    Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.


    The future of computational linguistics May 05, 2023
    Show notes

    Our guest, Christopher Manning, is a computational linguist. He builds computer models that understand and generate language using math. Words are the key component of human intelligence, he says, and why generative AI, like ChatGPT, has caused such a stir. We used to hope a model might produce one coherent sentence and suddenly ChatGPT is composing five-paragraph stories and doing mathematical proofs in rhyming verse, Manning tells host Russ Altman in this episode of Stanford Engineering’s The Future of Everything podcast.

    Connect With Us:

    Episode Transcripts >>> The Future of Everything Website

    Connect with Russ >>> Threads / Bluesky / Mastodon

    Connect with School of Engineering >>>Twitter/X / Instagram / LinkedIn / Facebook


    Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.


    Best of - The future of computer science education Apr 28, 2023
    Show notes

    This episode of The Future of Everything podcast with Mehran Sahami first ran in 2019. We’re sharing it again to offer a glimpse into the ways our faculty are thinking about computer science education, an increasingly popular and impactful field of study. Earlier this week, Sahami and another of his colleagues, Chris Piech, launched the third offering of Code In Place, a free online course that offers coding education to people all over the world.

    Connect With Us:

    Episode Transcripts >>> The Future of Everything Website

    Connect with Russ >>> Threads / Bluesky / Mastodon

    Connect with School of Engineering >>>Twitter/X / Instagram / LinkedIn / Facebook


    Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.


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