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.
Physician-scientist Randall Stafford studies the effects of alcohol use on population health – the true health impact, he emphasizes. Stafford explains how early research suggested that drinking is beneficial – or at least not bad – for people. That mindset produced decades of wishful thinking based on inconsistent science driven by social, emotional, and industry forces. The small cardiovascular benefits, he says, are far outweighed by the risks of cancer, liver disease, depression, and other ills. Although the harms of low-level consumption are small, there is no safe level of alcohol use, Stafford tells host Russ Altman on this episode of Stanford Engineering’s The Future of Everything podcast.
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Chapters:
(00:00:00) Introduction
Russ Altman introduces guest Randall Stafford, a professor of medicine at Stanford University.
(00:03:35) Challenges in Alcohol Research
Why cultural norms and study limitations complicate evidence.
(00:03:56) Historical Perspectives on Drinking
How early studies suggested benefits and why those conclusions shifted.
(00:09:12) Risk, Dose, and Drinking Patterns
The increased risks with binge drinking and higher doses of alcohol.
(00:12:15) Health Benefits vs. Lifestyle Enjoyment
Clarifying what alcohol does—and does not—provide medically.
(00:13:37) Alcohol and Mental Health
The bidirectional effects between alcohol use and mental health.
(00:17:37) Broader Mental and Social Effects
Alcohol’s connection to bipolar disorder, unemployment, and social harm.
(00:20:12) How Alcohol Myths Persist
Why simplified conclusions endured despite contradictory data.
(00:22:46) Changing Cultural Attitudes
Cultural trends toward reduced drinking and alcohol-free periods.
(00:25:49) Alcohol and Liver Disease
The effects of alcohol beyond heavy use, including metabolic disease.
(00:27:29) Strategies to Reduce Harm
Way to reduce alcohol consumption and avoid binge drinking.
(00:29:25) Future In a Minute
Rapid-fire Q&A: avoiding alcohol, research needs, and studying liver disease.
(00:31:04) Conclusion
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We're here to wish you a very happy New Year! We hope you’re ringing in the new year in good health and looking forward to what’s ahead in 2026. As people are setting goals and making resolutions, we’re re-running an episode today on the future of motivation. Last year, we sat down with Szu-chi Huang, an expert in motivation. She explained how science is changing our understanding of goal-setting and achievement, and offered a few tricks you can try when you feel stuck. We hope you’ll tune in again today and pick up a few insights on how to sustain enthusiasm for your goals over time.
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Chapters:
(00:00:00) Introduction
Russ Altman introduces Szu-chi Huang, a professor of Marketing at Stanford GSB.
(00:02:13) Studying Motivation
Szu-chi shares what led her to study motivational science.
(00:02:45) Defining Motivation
Motivation as the drive to close the gap between current and ideal self.
(00:03:39) The Science of Motivation
Studying motivation through behavioral and neurological data.
(00:04:30) Why It Matters in Business
How motivation science applies to leaders, teams, and customers.
(00:05:21) The Motivation Framework
The strategies needed in order to stay motivated over time.
(00:06:24) Journey vs. Destination Mindset
The different mindsets needed throughout the stages of motivation.
(00:08:03) Motivating Kids to Choose Healthy
Collaborating with UNICEF to study what motivates children.
(00:09:37) Gamified Coupons in Panama
A study using gamified coupons to influence children's food choices.
(00:13:08) Loyalty Programs as Motivation
How customer reward programs act as structured goal journeys.
(00:15:29) Progress Versus Purpose
The different incentives needed in each stage of loyalty programs.
(00:17:11) Retirement Saving Lessons
How financial institutions apply motivational science to long-term goals.
(00:19:54) Motivation in Social Context
The role of social connections in goal pursuit and sustaining motivation.
(00:21:20) Support vs. Competition in Shared Goals
The benefits and drawbacks of sharing goal journeys with others.
(00:24:52) Designing Apps for Motivation
How redesigning user interfaces can help users stay motivated.
(00:26:02) AI as a Motivation Coach
Using AI to personalize feedback across all stages of goal pursuit.
(00:28:50) Starting and Sustaining a Goal
Practical strategies for launching and sustaining a goal.
(00:30:59) Conclusion
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Hi everyone, it’s your host, Russ. As we celebrate another holiday season and round out the year, I want to take a moment to say thank you for listening. This show started out over 8 years ago as an experiment and has not only grown to become a passion project, but also an archive of the impactful work my colleagues across Stanford dedicate their lives to. In a time when the sheer volume of information available to us can make it hard to determine what’s accurate, I’m proud to be able to bring you information directly from expert scientists in the fields of physics, medicine, technology, computer science, law, and much more.
The show, however, would not exist without you. So thank you for giving us your time and attention; it means a lot and also makes what we do possible.
Happy holidays and happy new year!
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We hope you’re enjoying the holiday season with family, friends, and loved ones. We’ll be releasing new episodes again in the new year – in the meantime, today, we’re re-running a fascinating episode on The future of AI coaching. The past few years have seen an incredible boom in AI and one of our colleagues, James Landay, a professor in Computer Science, thinks that when it comes to AI and education, things are just getting started. He’s particularly excited about the potential for AI to serve as a coach or tutor. We hope you’ll take another listen to this conversation and come away with some optimism for the potential AI has to help make us smarter and healthier.
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Chapters:
(00:00:00) Introduction
Russ Altman introduces guest James Landay, a professor of Computer Science at Stanford University.
(00:01:44) Evolving AI Applications
How large language models can replicate personal coaching experiences.
(00:06:24) Role of Health Experts in AI
Integrating insights from medical professionals into AI coaching systems.
(00:10:01) Personalization in AI Coaching
How AI coaches can adapt personalities and avatars to cater to user preferences.
(00:12:30) Group Dynamics in AI Coaching
Pros and cons of adding social features and group support to AI coaching systems.
(00:13:48) Ambient Awareness in Technology
Ambient awareness and how it enhances user engagement without active attention.
(00:17:24) Using AI in Elementary Education
Narrative-driven tutoring systems to inspire kids' learning and creativity.
(00:22:39) Encouraging Student Writing with AI
Using LLMs to motivate students to write through personalized feedback.
(00:23:32) Scaling AI Educational Tools
The ACORN project and creating dynamic, scalable learning experiences.
(00:27:38) Human-Centered AI
The concept of human-centered AI and its focus on designing for society.
(00:30:13) Conclusion
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Microbes are awesome, says biologist Paula Welander. They have shaped Earth’s chemistry and its environment over billions of years, including oxygenating the planet to make it habitable for larger life forms. In turn, microbes have been shaped by that very same environment, evolving as the climate has evolved, she says. Welander now studies the lipid membranes of ancient microbes, which can endure for millions of years, to understand this evolution and where we might be headed in the future. Microbes are our connection to the ancient world, Welander tells host Russ Altman on this episode of Stanford Engineering’s The Future of Everything podcast.
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Chapters:
(00:00:00) Introduction
Russ Altman introduces guest Paula Welander, a professor of Earth Science at Stanford University.
(00:04:06) Why Study Microbial Lipids
Why lipids are essential for modern microbiology and Earth’s history.
(00:05:19) Diversity of Microbial Membranes
How bacteria and Archaea build different kinds of membranes.
(00:07:15) Reconstructing Ancient Environments
Using specific lipid biomarkers to understand the early planet.
(00:09:20) Chemical Fossils vs. Organism Fossils
Why microbes don’t leave traditional fossils—but their lipids do.
(00:10:55) Lipids as Environmental Clues
How certain lipids indicate the environments organisms lived in.
(00:12:36) Archaea: A Distinct and Ancient Entity
Archaea’s evolutionary importance and chemically distinct membranes.
(00:15:43) The Lipid Divide
Why eukaryotic membranes resemble bacterial, not Archaeal, membranes.
(00:17:12) Tracing Membrane Evolution
Recent breakthroughs in studying Archaeal lineages related to eukaryotes.
(00:19:11) Lipid Preservation Over Time
How archaeal lipids are especially reliable as long-term biomarkers.
(00:20:58) Sterols as Biomarkers
The role sterols, including cholesterol, play in lipid archeology.
(00:23:14) Bacterial Cholesterol Discovery
The discovery that a rare bacteria can synthesize sterol precursors.
(00:25:02) Functional Roles of Bacterial Sterols
The possible roles sterols may play in microbial membranes and cell function.
(00:26:31) Archaea in the Human Gut
The number and types of Archaea found in the human microbiome.
(00:28:43) Archaea and Antibiotics
Whether Archaea react similarly to bacteria when exposed to antibiotics.
(00:29:46) Future In a Minute
Rapid-fire Q&A: hope, research needs, and alternate career dreams.
(00:31:43) Conclusion
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Molecular biologist Judith Frydman studies the nuances of protein folding and how defects in the process lead to neurodegenerative diseases. Her team studies protein folding in human cells and in model organisms, like yeast and worms, to understand the molecular events that precipitate harmful protein defects in humans. In one example, Frydman’s team explored how aging affects the creation and the quality of proteins in the brain, leading to cognitive problems. She is now looking to develop therapies – someday perhaps leading to cures – to debilitating diseases such as Alzheimer’s, Parkinson’s, Huntington’s, ALS, and others. The power of science gives her true hope in these important pursuits, Frydman tells host Russ Altman in this episode of Stanford Engineering’s The Future of Everything podcast.
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Chapters:
(00:00:00) Introduction
Russ Altman introduces guest Judith Frydman, a professor of biology and genetics at Stanford University.
(00:04:00) Linking Protein Folding to Aging
How aging disrupts protein-folding machinery across many organisms.
(00:07:16) Universal Aging Patterns
The similar age-related protein-folding defects found across organisms
(00:09:27) Studying Killifish Ageing
Research on the African killifish as a rapid-aging model organism.
(00:13:05) Ribosome Function Declines
How aging causes ribosomes to stall and collide, creating faulty proteins.
(00:15:31) Aging Across Species
The potential factors causing alternate aging rates in different species.
(20:11) What Fails Inside Aging Cells
The cellular components that are leading to bad protein creation.
(00:24:04) Therapeutic Approaches
Potential interventions to combat cellular and neurological degeneration.
(00:25:12) Gene vs. Small-Molecule Treatments
How some interventions may be better suited for certain diseases.
(00:27:47) Ribosome Drug Potential
Why ribosomes and translation factors are viable drug targets.
(00:28:56) Next Steps in Aging Research
Using human skin fibroblasts to study human aging mechanisms.
(00:31:46) Future In a Minute
Rapid-fire Q&A: scientific progress, young researchers, and archeology.
(00:33:54) Conclusion
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Maria Barna is an authority on ribosomes – “life’s most ancient and spectacular molecular machines.” Ribosomes make proteins in the body. There can be a thousand different types of ribosomes in a single cell, she says, each with a specific job to do. But sometimes things go awry and ribosomes get “hijacked,” leading to disease. Barna studies these “diabolical” variations to find new therapies to treat diseases ranging from cancer and COVID to Parkinson’s. When diseases hit, it’s all about the ribosomes, Barna tells host Russ Altman on this episode of Stanford Engineering’s The Future of Everything podcast.
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Chapters:
(00:00:00) Introduction
Russ Altman introduces guest Maria Barna, a professor of genetics at Stanford University.
(00:04:21) Origins of Ribosome Research
Maria explains why ribosomes became the focus of her work.
(00:06:14) Ribosome Function and Scale
Ribosomes’ functions and the energy required for their production.
(00:08:28) Ribosomes as Machines
How ribosomes influence which proteins are produced and when.
(00:09:48) Ribosome Regulation
The regulatory layers within ribosomes and their possible variants.
(00:14:35) Ribosomes and Disease
How ribosomal dysfunction is linked to a wide range of diseases.
(00:18:16) Ribosome Mutations and Development
Congenital disorders that can be attributed to specific ribosomal mutations.
(00:20:44) RNA vs. Protein Output
Why RNA measurements alone do not accurately predict protein levels.
(00:24:16) Designing Ribosomes for Therapy
The potential of using engineered ribosomes for target therapies.
(00:26:16) Small-Molecule Ribosome Modulators
Screening compounds that may enhance ribosome activity for treatments.
(00:28:39) Future Ribosome Profiling
Isolating individual ribosomes to understand their specific roles.
(00:30:35) Future In a Minute
Rapid-fire Q&A: scientific progress, community, and alternative career interest.
(00:34:01) Conclusion
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In October, chemical engineer Will Tarpeh was awarded a 2025 MacArthur “Genius Grant” in recognition of his pioneering work to turn wastewater into a source of valuable materials. Will envisions a future in which the concept of wastewater is obsolete, thanks to advances in recycling. A couple of years ago, we sat down to talk with him about this work, and we hope you’ll take another listen today to learn more about the research Will is doing to transform the potential of wastewater into resources.
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Chapters:
(00:00:00) Introduction
Russ Altman introduces Will Tarpeh, a professor of chemical engineering at Stanford University.
(00:03:01) Wastewater as a Modern Mine
How elements like nitrogen and phosphorus can be recovered from waste.
(00:04:15) Path to Sanitation Research
Will shares what led to his interest in studying wastewater.
(00:06:55) The Science of Separation
The electrochemical and material techniques to extract valuable compounds.
(00:08:37) Urine-Based Fertilizer
How human urine could meet up to 30% of global fertilizer needs.
(00:11:08) Drugs in Wastewater
The potential of reclaiming pharmaceuticals from waste streams.
(00:14:14) Decentralized Sanitation
Opportunities for neighborhood or household-scale treatment systems.
(00:16:48) Source Separation Systems
How dividing waste at the source improves recycling and recovery.
(00:18:56) Global Sanitation Challenges
Ways that developing countries can adopt modern waste solutions.
(00:23:51) Preventing Algal Blooms
The systems that are helping to reduce nutrient pollution and dead zones.
(00:27:16) The Urine Summit
A community advancing urine recycling and sustainable sanitation policy.
(00:28:43) Conclusion
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Gabriel Weintraub studies how digital markets evolve. In that regard, he says platforms like Amazon, Uber, and Airbnb have already disrupted multiple verticals through their use of data and digital technologies. Now, they face both the opportunity and the challenge of leveraging AI to further transform markets, while doing so in a responsible and accountable way. Weintraub is also applying these insights to ease friction and accelerate results in government procurement and regulation. Ultimately, we must fall in love with solving the problem, not with the technology itself, Weintraub tells host Russ Altman on this episode of Stanford Engineering’s The Future of Everything podcast.
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Chapters:
(00:00:00) Introduction
Russ Altman introduces guest Gabriel Weintraub, a professor of operations, information, and technology at Stanford University.
(00:03:00) School Lunches to Digital Platforms
How designing markets in Chile led Gabriel to study digital marketplaces.
(00:03:57) What Makes a Good Market
Outlining the core principles that constitute a well-functioning market.
(00:05:29) Opportunities and Challenges Online
The challenges associated with the vast data visibility of digital markets.
(00:06:56) AI and the Future of Search
How AI and LLMs could revolutionize digital platforms.
(00:08:15) Rise of Vertical Marketplaces
The new specialized markets that curate supply and ensure quality.
(00:10:23) Winners and Losers in Market Shifts
How technology is reshaping industries from real estate to travel.
(00:12:38) Government Procurement in Chile
Applying market design and AI tools to Chile’s procurement system.
(00:15:00) Leadership and Adoption
The role of leadership in modernizing government systems.
(00:18:59) AI in Government and Regulation
Using AI to help governments streamline complex bureaucratic systems.
(00:21:45) Streamlining Construction Permits
Piloting AI tools to speed up municipal construction-permit approvals.
(00:23:20) Building an AI Strategy
Creating an AI strategy that aligns with business or policy goals.
(00:25:26) Workforce and Experimentation
Training employees to experiment with LLMs and explore productivity gains.
(00:27:36) Humans and AI Collaboration
The importance of designing AI systems to augment human work, not replace it.
(00:28:26) Future in a Minute
Rapid-fire Q&A: AI’s impact, passion and resilience, and soccer dreams.
(00:30:39) Conclusion
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Biochemist Lingyin Li survived breast cancer at just 30 and now works to harness the human immune system to fight cancers that have long evaded treatment. T cells, she says, are powerful cancer killers, but they can be oblivious. She and her lab colleagues have discovered a masking enzyme that squelches the immune system’s “danger signals” and are now developing drugs to block that enzyme. She likens her work to an arms race between cancer and immunotherapy. “The cancers are not getting smarter, but we are,” Li tells host Russ Altman on this episode of Stanford Engineering’s The Future of Everything podcast.
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Chapters:
(00:00:00) Introduction
Russ Altman introduces guest Lingyin Li, a professor of biochemistry at Stanford University.
(00:03:38) Research Motivation
Lingyin explains how her breast cancer diagnosis inspired her research.
(00:04:31) How T-Cells Work
T-cell mechanisms and why they struggle to reach solid tumors.
(00:05:38) Immune System Overview
Innate and adaptive immunity and how mutations make cancer recognizable.
(00:07:28) Awakening the Immune System
Efforts to stimulate innate immune cells to detect and expose tumors.
(00:10:54) The Cancer Signal
Discovery of cancer-derived DNA signals that alert the immune system.
(00:13:01) Cancer’s Evasion Mechanism
How tumors destroy immune signals to hide from detection.
(00:14:26) ENPP1 Enzyme
Identification of ENPP1 as the enzyme enabling immune evasion.
(00:15:22) Balancing Immunity and Safety
Role of ENPP1 in autoimmunity and the challenge of targeting it safely.
(00:19:30) ENPP1 Inhibitors
Development of molecules to block ENPP1 and enhance immune signaling.
(00:24:55) Preclinical Findings
The promising results against aggressive solid tumors in animal studies
(00:28:05) From Lab to Clinic
The progress toward FDA approval and preparation for human testing.
(00:31:04) Future In a Minute
Rapid-fire Q&A: innovation, collaboration, and the outlook for cancer treatment.
(00:33:14) Conclusion
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On our 300th episode, Stanford Hoover Institution Director and former U.S. Secretary of State Condoleezza Rice talks about her return to Stanford after years in government and the impact she sees rapidly advancing technologies having on democracy and public policy. She says the future demands greater collaboration among industry, academia, and government to ensure promising fields like quantum computing and AI are used for the greatest good—in education, medicine, and the sciences. We are in a race that we must win, Rice tells host Russ Altman on this special episode of Stanford Engineering’s The Future of Everything podcast.
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Chapters:
(00:00:00) Introduction
Russ Altman introduces guest Condoleezza Rice, former U.S. Secretary of State and a professor of political science and political economy at Stanford University.
(00:04:08) Returning to Stanford
Why Condoleezza returned to academia after serving as Secretary of State.
(00:04:50) Higher Education & Public Trust
Potential factors impacting universities' connection to the broader public.
(00:07:31) Why Research Still Matters
The importance of curiosity-driven, federally funded university research.
(00:09:32) Hoover’s Emerging Tech Initiative
An outline of the Hoover Institution’s Tech Initiative and its policies.
(00:12:11) Uniting Scientists & Policymakers
How engineers and researchers are engaging with policy and ethics.
(00:13:41) The Race For Innovation
Emerging themes and key enablers in the technology innovation race.
(00:19:17) Industry in the Lead
How private companies are now the primary drivers of innovation.
(00:22:02) Global Tech & National Interests
The tension between globalized tech firms and U.S. policy interests
(00:24:35) AI & Education
Using AI as a tool to enhance teaching and critical thinking in students.
(00:28:30) Students Driving Policy
The contribution students are making to Hoover’s tech policy work.
(00:29:23) Future In a Minute
Rapid-fire Q&A: hope, innovation, time, humanity, and alternate careers.
(00:31:09) Conclusion
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