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The Future of Everything

Stanford Engineering
The Future of Everything
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  • Best of: How the grid is becoming more human-centric
    We’re in the midst of summer and we know that power outages can happen more frequently during this season due to higher temperatures and an increased demand for electricity. A couple years ago we sat down with Ram Rajagopal, an expert in the future of electrical power. He shared a few ways our existing system of massive power plants is slowly but surely giving way to a much leaner, decentralized system of small-scale power generation. Ram refers to this as a move from an “infrastructure-centric” model to a “human-centric” grid — one that will be much smarter, more inclusive and better able to adapt to the needs of individual users. It’s a topic that impacts all of us and we hope you’ll tune in again for a refresher on how the electric grid works and how it’s evolving.Have a question for Russ? Send it our way in writing or via voice memo, and it might be featured on an upcoming episode. Please introduce yourself, let us know where you're listening from, and share your question. You can send questions to [email protected] Reference Links:Stanford Profile: Ram RajagopalConnect With Us:Episode Transcripts >>> The Future of Everything WebsiteConnect with Russ >>> Threads / Bluesky / MastodonConnect with School of Engineering >>> Twitter/X / Instagram / LinkedIn / FacebookChapters:(00:00:00) IntroductionRuss Altman introduces guest Ram Rajagopal, a professor of engineering at Stanford University.(00:03:47) What is Powernet?Outline of Powernet—a decentralized, user-focused power grid vision.(00:05:34) Behind-the-Meter IntelligenceAiming to align supply and demand by understanding consumer needs.(00:07:58) Smart Dimmers & Data PrivacyBalancing energy efficiency with privacy concerns in home automation.(00:10:05) Aggregators & Local ControlFuture energy sharing may rely on local devices and trusted middlemen.(00:11:50) Human Motivation & Energy BehaviorWhy both ethics and cost will drive user participation in energy decisions.(00:14:02) Teaching Energy AwarenessA program teaching middle-schoolers to analyze home energy use.(00:16:17) Automating Energy UseBehavioral and systems changes to help align wellness with grid needs.(00:18:58) Grid Shift: Renewables & StorageHow evolving the grid demands real-time monitoring and local resilience.(00:19:57) Sensors & Operational SafetyThe sensing technology that ensures transformers and lines stay within limits.(00:21:27) Smart Dairy: Cooling Cows with AIHow smart fans and storage reduced a dairy farm’s energy output.(00:23:28) Building Trust with FarmersThe collaborative process behind deploying the grid tech at the farm.(00:25:01) Smart Ventilation at ScaleScaling the ventilation tech tested on farms to improve public health spaces.(00:26:06) Equity in the Human-Centered GridHow price signals risk overburdening the most vulnerable communities.(00:28:22) Conclusion Connect With Us:Episode Transcripts >>> The Future of Everything WebsiteConnect with Russ >>> Threads / Bluesky / MastodonConnect with School of Engineering >>>Twitter/X / Instagram / LinkedIn / Facebook
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  • The future of AI and the law
    Law professor Daniel Ho says that the law is ripe for AI innovation, but a lot is at stake. Naive application of AI can lead to rampant hallucinations in over 80 percent of legal queries, so much research remains to be done in the field. Ho tells how California counties recently used AI to find and redact racist property covenants from their laws—a task predicted to take years, reduced to days. AI can be quite good at removing “regulatory sludge,” Ho tells host Russ Altman in teasing the expanding promise of AI in the law in this episode of Stanford Engineering’s The Future of Everything podcastHave a question for Russ? Send it our way in writing or via voice memo, and it might be featured on an upcoming episode. Please introduce yourself, let us know where you're listening from, and share your question. You can send questions to [email protected] Reference Links:Stanford Profile: Daniel HoConnect With Us:Episode Transcripts >>> The Future of Everything WebsiteConnect with Russ >>> Threads / Bluesky / MastodonConnect with School of Engineering >>> Twitter/X / Instagram / LinkedIn / FacebookChapters:(00:00:00) IntroductionRuss Altman introduces Dan Ho, a professor of law and computer science at Stanford University.(00:03:36) Journey into Law and AIDan shares his early interest in institutions and social reform.(00:04:52) Misconceptions About LawCommon misunderstandings about the focus of legal work.(00:06:44) Using LLMs for Legal AdviceThe current capabilities and limits of LLMs in legal settings.(00:09:09) Identifying Legislation with AIBuilding a model to identify and redact racial covenants in deeds.(00:13:09) OCR and Multimodal ModelsImproving outdated OCR systems using multimodal AI.(00:14:08) STARA: AI for Statute SearchA tool to scan laws for outdated or excessive requirements.(00:16:18) AI and Redundant ReportsUsing STARA to find obsolete legislatively mandated reports(00:20:10) Verifying AI AccuracyComparing STARA results with federal data to ensure reliability.(00:22:10) Outdated or Wasteful RegulationsExamples of bureaucratic redundancies that hinder legal process.(00:23:38) Consolidating Reports with AIHow different bureaucrats deal with outdated legislative reports.(00:26:14) Open vs. Closed AI ModelsThe risks, benefits, and transparency in legal AI tools.(00:32:14) Replacing Lawyers with Legal ChatbotWhy general-purpose legal chatbots aren't ready to replace lawyers.(00:34:58) Conclusion Connect With Us:Episode Transcripts >>> The Future of Everything WebsiteConnect with Russ >>> Threads / Bluesky / MastodonConnect with School of Engineering >>>Twitter/X / Instagram / LinkedIn / Facebook
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  • The future of hoarding disorder
    Psychiatrist Carolyn Rodriguez studies hoarding disorder and says that all of us have attachments to our possessions. But for many, these attachments can disrupt daily life and even pose health risks. For those with loved ones who struggle with hoarding disorder, she says treatments exist, including cognitive behavioral therapy (CBT). Lately, she’s been studying how virtual reality can augment CBT through virtual discarding practice and ways brain stimulation may improve symptoms. But, Rodriguez says, never underestimate the value of empathy for those in need of help, as she tells host Russ Altman on this episode of Stanford Engineering’s The Future of Everything podcast.Have a question for Russ? Send it our way in writing or via voice memo, and it might be featured on an upcoming episode. Please introduce yourself, let us know where you're listening from, and share your question. You can send questions to [email protected] Reference Links:Stanford Profile: Carolyn RodriguezConnect With Us:Episode Transcripts >>> The Future of Everything WebsiteConnect with Russ >>> Threads / Bluesky / MastodonConnect with School of Engineering >>> Twitter/X / Instagram / LinkedIn / FacebookChapters:(00:00:00) IntroductionRuss Altman introduces Carolyn Rodriguez, a professor of psychiatry and behavioral science at Stanford University.(00:02:47) Motivation to Study Hoarding DisorderWhy Carolyn chose to focus her research on hoarding disorder.(00:03:44) Collecting Versus HoardingDistinguishing between normal behavior and clinically significant hoarding.(00:05:47) Prevalence of Hoarding DisorderThe universality and pervasiveness of hoarding disorder.(00:07:11) The Brain Science Behind HoardingEarly neuroscience findings on attachment and discarding behavior.(00:08:47) Dopamine and Excessive AcquisitionThe connection between hoarding and potential dopamine reward pathways.(00:09:55) Risk Factors and Cognitive ChallengesPersonality traits, genetics, and processing difficulties involved in hoarding.(00:11:14) Gender Differences and Insight IssuesGender prevalence in treatment-seeking and the concept of anosognosia.(00:12:35) The “Why” Behind HoardingHow motivations and emotional attachments influence behavior.(00:13:50) Onset and Progression of DisorderTypical onset age, aging effects, and early warning signs.(00:15:05) Historical References to HoardingAccounts from ancient literature of hoarding-like behavior(00:17:16) Attachment to ObjectsThe emotional, aesthetic, and identity-based reasons people retain objects.(00:20:45) Current Treatment OptionsThe treatment landscape, including lack of medications and focus on CBT.(00:22:30) Chronic Nature of Hoarding DisorderFraming hoarding as a long-term condition with hopeful outcomes.(00:23:08) Virtual Reality for TreatmentA study on using VR to safely practice letting go of personal items.(00:25:58) Neuromodulation ResearchUsing non-invasive brain stimulation to reduce acquisition urges.(00:27:00) Advice for Individuals and FamiliesThe importance of empathy and self-care for individuals and caregivers.(00:28:47) Conclusion Connect With Us:Episode Transcripts >>> The Future of Everything WebsiteConnect with Russ >>> Threads / Bluesky / MastodonConnect with School of Engineering >>>Twitter/X / Instagram / LinkedIn / Facebook
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  • Best of: The future of skin longevity
    Summer is in full swing and we hope you are enjoying it with family and friends. As we spend more time outdoors, it’s an opportune moment to revisit a conversation we had with Zakia Rahman, a dermatologist who shared a number of helpful measures we can take to care for our skin. She reminds us that skincare is about more than vanity — it’s about vitality. We hope you’ll tune in again and enjoy.Have a question for Russ? Send it our way in writing or via voice memo, and it might be featured on an upcoming episode. Please introduce yourself, let us know where you're listening from, and share your question. You can send questions to [email protected] Reference Links:Stanford Profile: Zakia RahmanStanford Center on LongevityConnect With Us:Episode Transcripts >>> The Future of Everything WebsiteConnect with Russ >>> Threads / Bluesky / MastodonConnect with School of Engineering >>> Twitter/X / Instagram / LinkedIn / FacebookChapters:(00:00:00) IntroductionHost Russ Altman introduces guest Zakia Rahman, a professor of dermatology at Stanford University.(00:01:57) The Impact of Digital TechnologiesHow digital media shapes dermatology and self-perception(00:03:13) Effects of Self-Image on DermatologyBalancing vanity and vitality in modern skincare trends.(00:04:38) The Role of Lasers in DermatologyThe uses and types of laser technology in dermatology.(00:08:17) Lasers in Skin Cancer TreatmentHow laser technology aids in the treatment and prevention of skin cancer.(00:09:44) Progress in Skin CancerSkin cancer prevention and the effectiveness of sun protection measures.(00:13:02) Effectiveness of Physical Sun ProtectionGuidance on protecting from UV damage using physical sun protection.(00:18:27) Ethnic Differences in Skin HealthDifferences in skin health and sun exposure across ethnic groups.(00:20:30) Tanning: Protective or Problematic?The science behind tanning and the skin’s role as an endocrine organ.(00:23:16) Aesthetics and Culture in Skin CareHow cultural perceptions of beauty intersect with skincare and health.(00:25:38) Therapeutic Effects of LightPotential benefits of red light exposure from masks and sunsets.(00:28:28) Conclusion Connect With Us:Episode Transcripts >>> The Future of Everything WebsiteConnect with Russ >>> Threads / Bluesky / MastodonConnect with School of Engineering >>>Twitter/X / Instagram / LinkedIn / Facebook
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  • The future of food security
    Guest Lisa Goldman Rosas is an authority on public health who says that food insecurity goes deeper than hunger and can lead to chronic diabetes, heart disease, and even anxiety and depression. Rosas champions a concept she calls “nutrition security,” which focuses on food’s health value over mere calories. She discusses her work with “Recipe4Health,” an Alameda County-led program that issues produce prescriptions, offers health coaching, and integrates electronic health records to improve diets and well-being. Food is medicine, Rosas tells host Russ Altman on this episode of Stanford Engineering’s The Future of Everything podcast.Have a question for Russ? Send it our way in writing or via voice memo, and it might be featured on an upcoming episode. Please introduce yourself, let us know where you're listening from, and share your question. You can send questions to [email protected] Reference Links:Stanford Profile: Lisa Goldman RosasRecipe4HealthConnect With Us:Episode Transcripts >>> The Future of Everything WebsiteConnect with Russ >>> Threads / Bluesky / MastodonConnect with School of Engineering >>> Twitter/X / Instagram / LinkedIn / FacebookChapters:(00:00:00) IntroductionRuss Altman introduces Lisa Goldman Rosas, a professor of epidemiology and population health, medicine and pediatrics at Stanford University.(00:03:56) Journey Into Food & HealthLisa’s path from environmental science to food security and medicine.(00:05:54) Food Insecurity vs. Nutrition SecurityDistinguishing between food insecurity and nutrition security.(00:07:12) Food Choices Under PressureFactors that contribute to food insecurity in families.(00:09:03) Health Impacts of Food InsecurityLinks between food insecurity, chronic illness and mental health issues.(00:12:04) Government & Policy SupportHow programs like SNAP and WIC support food access.(00:14:15) Food as MedicineA growing movement connecting healthcare with nutrition support.(00:17:34) Trial Periods & Lasting ImpactWhy short-term programs can help families discover healthier habits.(00:21:27) What is Recipe4Health?An outline of a clinic-based produce and behavior prescription program.(00:24:07) When Disease Causes Food InsecurityHow expensive chronic disease can push people into food insecurity.(00:24:23) Medicaid Waivers for Food PrescriptionsThe state level policy shifts that allow food as a reimbursable health expense.(00:26:27) Private Sector’s Role in Food InsecurityHow companies are getting involved in promoting healthy foods.(00:27:34) Simple Tips for Eating BetterStrategies to make small but impactful changes for eating healthier.(00:30:39) Conclusion Connect With Us:Episode Transcripts >>> The Future of Everything WebsiteConnect with Russ >>> Threads / Bluesky / MastodonConnect with School of Engineering >>>Twitter/X / Instagram / LinkedIn / Facebook
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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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