Smart Cities and Urban Mobility

00:50:25
https://www.youtube.com/watch?v=2uYB3YHSN5U

Résumé

TLDRThe video from Stanford University features a discussion on smart cities and urban mobility, addressing the transformation of transportation systems, adoption of autonomous vehicles, and infrastructure readiness. Panelists John from Hyundai, Laurie Oller from Playground Global, and Juan Alonso from Stanford share insights on the impact of autonomous mobility, the role of government, and the future of urban transportation. Hyundai is focusing on smart mobility, robotics, eco-friendly technologies, AI, and smart factories. Laurie Oller mentions Playground Global's investment in companies like Zooks and Natto, emphasizing areas like autonomy and robotics. Juan Alonso discusses designing electric air mobility vehicles for sustainable city transport. Key benefits of autonomous vehicles include enhanced safety and efficiency, while challenges involve potential congestion, costs, regulation, and public trust. The conversation highlights that government coordination and public-private partnerships are essential for effective implementation.

A retenir

  • 🔍 Discussion on smart cities and urban mobility.
  • 🚗 Autonomous vehicles in transportation systems.
  • 🏭 Role of infrastructure and safety regulations.
  • 🤝 Importance of public-private partnerships.
  • 💡 Innovations in smart mobility and AI.
  • 🌍 Sustainability in urban transportation.
  • 🚁 Potential of urban air mobility.
  • 📈 Venture investments in deep technology.
  • 🔑 Consumer trust in autonomous systems.
  • ⏳ Gradual rollout of autonomous vehicles.

Chronologie

  • 00:00:00 - 00:05:00

    The session at Stanford University discusses smart cities and urban mobility, featuring a diverse panel. John from Hyundai introduces himself as VP and founding director of Hyundai Cradle, focused on groundbreaking vehicle architectures. Laurie Oller from Playground Global highlights her involvement in deep technology investments, including being a former board member at Tesla. Juan Alonso from Stanford's Aeronautics and Astronautics department introduces his focus on electric urban mobility and his new entrepreneurial venture.

  • 00:05:00 - 00:10:00

    Juan Alonso shares his background in aerodynamics and electric vehicles, emphasizing sustainable city transportation and air mobility's potential. He stresses the ongoing population shift to urban areas by 2050, highlighting the challenges in developing sustainable cities with massive populations. The discussion shifts to visions of future cities where eco-friendliness, reduced congestion, and crash prevention are key priorities, with an interest in air routes complementing ground vehicle networks.

  • 00:10:00 - 00:15:00

    Laurie, John, and Juan discuss their engagements with various companies working on innovative urban mobility solutions. Hyundai has invested significantly in electrification, machine learning, and mobility services. Playground Global supports firms like Zook's (autonomy), Nauto (distracted driving), and other deep tech ventures focused on smart infrastructure and logistics. Juan mentions Stanford aiding in the design of numerous electric vertical takeoff and landing vehicles, hinting at air mobility's role in solving urban congestion.

  • 00:15:00 - 00:20:00

    The panel discusses varying levels of autonomy and potential shifts in urban mobility. They raise concerns about increased vehicle traffic due to ride-hailing services like Lyft and Uber, drawing parallels to mobile bandwidth consumption rises. They emphasize the need for urban infrastructure and multi-modal transport efficiency. There's consensus on autonomous technology enhancing transportation systems, but it necessitates strategic urban design to contain congestion. The approach towards increased efficiency using technology is a highlight.

  • 00:20:00 - 00:25:00

    Discussion turns to government roles in urban mobility transitions. The panel reflects on the importance of coordinated public-private partnerships to integrate new mobility technologies smoothly. They cite examples like the US highway regulator NHTSA's collaborative stance and Singapore’s planned autonomous areas as potential models. Panelists advocate for government alignment across city, county, and state levels to ensure harmonious infrastructure and transit developments supporting mobility innovations.

  • 00:25:00 - 00:30:00

    Exploration of how diverse transportation methods and smart cities can enhance efficiency and safety follows. Discussion leans towards autonomy’s role in supporting multi-modal transportation systems. Speakers contemplate infrastructure improvements that could facilitate successful integration of various transportation means. The trust factor in autonomous vehicles and consumers' openness to varied transport models is debated, highlighting COVID-19’s impact on public perception. Consensus suggests gradual integration could build trust and familiarity.

  • 00:30:00 - 00:35:00

    Addressing user trust in autonomy, speakers highlight the importance of building confidence gradually, as poor experiences can quickly erode trust. They discuss the potential consumer hesitancy in adopting new technologies and emphasize transparent collaborations with governments to assure safety and reliability. Positive references to Google’s milestones and public endorsements as trust-builders in autonomy’s development underline how incremental deployments could acclimate users and regulatory bodies alike.

  • 00:35:00 - 00:40:00

    Concerns about congestion and efficiency in urban mobility systems are revisited. Panelists ponder the impacts of smarter multi-modal systems integrated with autonomous technologies. They opine on role differentiation among governments and private entities. Laurie shares insights from discussions with government officials, emphasizing clarity in city goals for implementing technology solutions efficiently. They conclude that balancing innovation with practicality and existing urban planning limitations is key.

  • 00:40:00 - 00:45:00

    Insights into trust, societal adoption, and autonomy's timeline in urban transport are discussed. Speakers underscore the enormous challenge in predicting the proliferation of autonomous vehicles due to technology readiness and varied urban landscape complexities. They suggest a phased roll-out in supportive and simpler environments, citing current campus and neighborhood projects as stepping stones. Autonomous applications in constrained scenarios are seen as potential bridges toward widespread adoption eventually.

  • 00:45:00 - 00:50:25

    The panel concludes on the timeline for full autonomy, agreeing it's overly speculative but suggesting micro-level introductions in select environments this year. They note progressive adaptations in restrained environments, like campuses or controlled urban sectors, as clues to broader integration paths. Recognizing the current journey as exploratory, the emphasis is on blending technology readiness with infrastructure evolution and public acceptance. The balanced approach champions cautious optimism for future transitions.

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Carte mentale

Mind Map

Questions fréquemment posées

  • What is the main topic of the video?

    The main topic is smart cities and urban mobility, focusing on transportation systems, autonomous mobility, infrastructure readiness, and safety regulations.

  • Who are the key speakers in the video?

    The key speakers are John from Hyundai, Laurie Oller from Playground Global, and Juan Alonso from Stanford's Aeronautics and Astronautics department.

  • What is Laurie Oller's role?

    Laurie Oller is a general partner at Playground Global, a venture capital firm that invests in deep technology, such as automation, robotics, and AI.

  • What is the role of government in smart city development?

    The government plays a critical role in coordinating public-private partnerships and ensuring infrastructure and regulations support autonomous mobility.

  • What are some benefits of autonomous vehicles in smart cities?

    Benefits include improved safety, reduced crashes, increased transportation efficiency, and potential for reduced congestion.

  • What are potential challenges of implementing autonomous vehicles?

    Challenges include increased congestion, high costs of development, regulatory hurdles, and building public trust in autonomous systems.

  • What are some of the technologies Hyundai is focusing on?

    Hyundai is investing in smart mobility, robotics, eco-friendly energy, AI/machine learning, and smart factories.

  • What is Juan Alonso's research focus?

    Juan Alonso focuses on the design of next-generation aerospace vehicles and their implications for urban air mobility.

  • What is Laurie Oller's perspective on consumer acceptance of autonomous vehicles?

    Laurie believes consumer trust is crucial and that the rollout should be gradual, building acceptance through proven safety and efficiency.

  • What companies did Laurie Oller mention in association with autonomous technologies?

    Laurie mentioned companies such as Zooks, Natto, Lacuna, Agility, Fabric, and Skydio as being involved in autonomous technologies.

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  • 00:00:02
    [Music]
  • 00:00:04
    Stanford University so today's session
  • 00:00:07
    is on smart cities and urban mobility
  • 00:00:10
    reshaping transportation systems
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    autonomous mobility infrastructure
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    readiness and safety regulations we have
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    a fantastic group of panelists who stand
  • 00:00:19
    from academia to industry and finance
  • 00:00:22
    and operations would love for them to go
  • 00:00:24
    ahead and introduce themselves first and
  • 00:00:26
    if they don't do a good enough job
  • 00:00:28
    bragging about their impressive
  • 00:00:29
    accomplishments I'll be adding some
  • 00:00:31
    color to that so why don't we start off
  • 00:00:33
    with John from Hyundai do you want to go
  • 00:00:36
    ahead and start by introducing yourself
  • 00:00:37
    sure sure hi everybody my name is John
  • 00:00:40
    and I'm a vice president and founding
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    director of Hyundai cradle trail is
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    actually a network for offices part of
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    Hyundai Motor group's corporate
  • 00:00:51
    venturing and open innovation activity
  • 00:00:53
    we have offices in Beijing Berlin Tel
  • 00:00:56
    Aviv and Silicon Valley that's where I'm
  • 00:00:58
    based and that's the office that I
  • 00:01:00
    managed I also lead a new team called a
  • 00:01:03
    new horizon studio just whelmed in the
  • 00:01:06
    first quarter this year in our mission
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    is to pioneer the development vehicles
  • 00:01:11
    with novel architectures mostly ground
  • 00:01:14
    vehicles looking at combining
  • 00:01:16
    technologies and unique ways to to
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    address some interesting opportunities
  • 00:01:22
    for new future customers and their needs
  • 00:01:24
    my back by way of background I have my
  • 00:01:28
    masters and PhD from Stanford in
  • 00:01:30
    mechanical engineering I spent a lot of
  • 00:01:33
    time at the Center for integrated
  • 00:01:35
    systems doing a lot of work in MEMS
  • 00:01:37
    research and before that I was an
  • 00:01:40
    electrical engineering undergrad at a
  • 00:01:42
    small school in in Flint Chien have been
  • 00:01:45
    with Hyundai for almost nine years at
  • 00:01:47
    this point and let's see hopefully I was
  • 00:01:50
    a kid myself
  • 00:01:52
    I'll pause there great thank you John
  • 00:01:55
    Laurie do you want to introduce yourself
  • 00:01:57
    next sure hi there I'm Laurie Oller I am
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    a general partner at a venture capital
  • 00:02:05
    firm in Palo Alto called playground
  • 00:02:07
    global that invests in deep technology
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    in a variety of areas
  • 00:02:13
    we look at automation robotics and AI
  • 00:02:16
    very broadly we look at next-generation
  • 00:02:20
    computing we look at healthcare and
  • 00:02:23
    biotech and automation and logistics and
  • 00:02:27
    even infrastructure so really deep tech
  • 00:02:30
    that is not something that's a
  • 00:02:32
    short-term incremental addition but
  • 00:02:34
    really something that can have multi
  • 00:02:36
    generational impact so we have about
  • 00:02:40
    let's see about 850 million under
  • 00:02:43
    management we do mostly series a rounds
  • 00:02:45
    and we have about 50 portfolio companies
  • 00:02:49
    so that is my day job but I also serve
  • 00:02:53
    on quite a number of boards and have
  • 00:02:56
    throughout my career I have been an
  • 00:02:58
    entrepreneur an executive and an
  • 00:03:01
    investor throughout my career I am
  • 00:03:03
    probably best known for being the first
  • 00:03:05
    investor and board member at Tesla and
  • 00:03:08
    served that company for over 10 years
  • 00:03:11
    both as an adviser and a board member
  • 00:03:14
    more recently I am on the board and was
  • 00:03:16
    a very involved strategic adviser to
  • 00:03:20
    zooks in the autonomy space and I was
  • 00:03:22
    also president at Qualcomm where smart
  • 00:03:26
    cities and mobility and robotics were
  • 00:03:29
    key areas that I looked at and had teams
  • 00:03:32
    that were both focused on building
  • 00:03:34
    product and solutions but also
  • 00:03:36
    partnering with others and we also made
  • 00:03:39
    investments and acquisitions I'm also on
  • 00:03:41
    the board of Bo's so I hope you all have
  • 00:03:43
    Bose headphones and I'm on the board of
  • 00:03:45
    church and white which is a consumer
  • 00:03:48
    packaged goods company in New Jersey
  • 00:03:50
    that competes with Proctor and Gamble
  • 00:03:53
    and Clorox and I'm on the board here
  • 00:03:55
    locally of the Computer History Museum
  • 00:03:57
    and involved with AI for all which was
  • 00:04:00
    started at Stanford a Phillies AI group
  • 00:04:03
    and then I'm on the board of some small
  • 00:04:06
    companies one in logistics called lief
  • 00:04:08
    logistics in New York and another called
  • 00:04:10
    branch here in Silicon Valley great
  • 00:04:13
    Thank You Laurie and last but not least
  • 00:04:16
    we have one who's just right from across
  • 00:04:19
    campus from the era rostro Department
  • 00:04:22
    laun do you want to introduce yourself
  • 00:04:23
    sure I'll be glad to and thanks for
  • 00:04:26
    having me today
  • 00:04:27
    my name is Juan Alonso I'm a faculty
  • 00:04:28
    member in the Aeronautics and
  • 00:04:30
    Astronautics department which I think
  • 00:04:32
    many of their students may or may not
  • 00:04:33
    know it's in the Duran building so I'm
  • 00:04:35
    not far from where you are where you'd
  • 00:04:37
    normally would be I'm an aerospace
  • 00:04:39
    engineering so that means I'm interested
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    in designing all kinds of flying and
  • 00:04:43
    space vehicles and most of my research
  • 00:04:45
    was actually very focused on using
  • 00:04:48
    numerical techniques large computers in
  • 00:04:51
    order to understand the behavior of new
  • 00:04:53
    proposed systems and and to make them
  • 00:04:56
    better
  • 00:04:57
    right so optimize them in various
  • 00:04:59
    different ways such that they can become
  • 00:05:00
    realistic products I've been an academic
  • 00:05:03
    for now 23 years I think I've been at
  • 00:05:06
    Stanford since 1997 so it's been a while
  • 00:05:09
    but I did take a few years off to work
  • 00:05:12
    in Washington DC and I ran all the NASA
  • 00:05:15
    research programs for Aeronautics so it
  • 00:05:17
    was a large you know almost 800 million
  • 00:05:20
    dollar a year program with 2,000 people
  • 00:05:22
    and lots of headaches but and there we
  • 00:05:24
    were focusing on advanced vehicle
  • 00:05:26
    configurations of different kinds so
  • 00:05:28
    much more environmentally compliant more
  • 00:05:30
    fuel efficient new characteristics like
  • 00:05:32
    SuperSonics but also something that
  • 00:05:34
    maybe is what what brought us to this
  • 00:05:37
    panel John Laurie and myself together
  • 00:05:39
    and that's that I'm very interested in
  • 00:05:41
    the next generation of electric era
  • 00:05:43
    taxis or electric urban air mobility
  • 00:05:47
    vehicles as they're called right so my
  • 00:05:49
    expertise in the panel is more in the
  • 00:05:51
    airplanes and stuff like this as a means
  • 00:05:53
    of transportation but I'm very much
  • 00:05:57
    looking forward to the conversation and
  • 00:05:59
    trying to tell you a little bit about
  • 00:06:00
    why I think this new method of
  • 00:06:03
    transportation is actually well as a
  • 00:06:06
    chance of impacting what's going on I've
  • 00:06:09
    not been an entrepreneur John like stuff
  • 00:06:11
    in here to Haeundae like Stephanie so I
  • 00:06:15
    was going to say just to finish I
  • 00:06:17
    haven't been an entrepreneur in the past
  • 00:06:18
    but I did start a company just about
  • 00:06:20
    eight months ago and I'll be taking the
  • 00:06:22
    two-year leave of absence the fall to
  • 00:06:25
    pursue that more aggressively so so I
  • 00:06:28
    hope to to take some from that
  • 00:06:30
    experience to sort of bring back through
  • 00:06:32
    our students and to understand the world
  • 00:06:34
    from a different vantage points pleasure
  • 00:06:36
    to be here great thank you
  • 00:06:39
    so you'd like to start off with the
  • 00:06:40
    question of what is your vision for the
  • 00:06:43
    city of the future how do you define
  • 00:06:45
    this smart city future that we have and
  • 00:06:48
    very curious anyone can start what your
  • 00:06:51
    vision is for the future well so I'll
  • 00:06:56
    start on that one so I think part of it
  • 00:06:59
    is that we can continue to move around
  • 00:07:03
    in our in our cities for for different
  • 00:07:06
    reasons but do it do it a way that is
  • 00:07:10
    eco friendly or environmentally
  • 00:07:12
    sustainable I think there's a lot of
  • 00:07:14
    concern about the energy demand even
  • 00:07:17
    with automation right so even with
  • 00:07:19
    autonomous cars and maybe because of
  • 00:07:20
    autonomous cars the ease of which those
  • 00:07:22
    vehicles can cost people for to use one
  • 00:07:25
    building more will just drive up energy
  • 00:07:28
    use whether it's electric or even
  • 00:07:30
    combustion engine based so I do hope
  • 00:07:32
    that we you know just the concentration
  • 00:07:33
    of activity economic tipitina cities
  • 00:07:36
    means that you know eco-friendly this is
  • 00:07:38
    going to be a really really big deal I
  • 00:07:40
    also the other vision is there's a
  • 00:07:42
    long-standing ambition of thinking a lot
  • 00:07:44
    of people in the automotive industry is
  • 00:07:45
    crash safety or as prevention of crashes
  • 00:07:48
    there are you know a lot of people
  • 00:07:50
    getting injured or killed through
  • 00:07:52
    through crashes both pedestrians as well
  • 00:07:55
    as automotive and bicyclists and so on
  • 00:07:57
    so my vision is that we can find a way
  • 00:08:01
    to reduce a death rate significantly you
  • 00:08:04
    know beyond just having to work from
  • 00:08:06
    home right because right now it's safer
  • 00:08:08
    now because there's fewer cars right so
  • 00:08:10
    those two things I think sustainability
  • 00:08:13
    and then I think a safety and a
  • 00:08:15
    reduction of crashes would be - - I
  • 00:08:17
    think if we can achieve those two things
  • 00:08:18
    would be fantastic in a city of the
  • 00:08:22
    future I'll jump in I got excited about
  • 00:08:26
    autonomous vehicles because from a
  • 00:08:30
    personal perspective in cities well
  • 00:08:33
    first my parents got older and I really
  • 00:08:35
    felt like they should not be driving
  • 00:08:37
    because they weren't driving very safely
  • 00:08:40
    so back to the safety point I thought it
  • 00:08:42
    was a little crazy that we allowed so
  • 00:08:47
    many accidents to happen you know 1.4
  • 00:08:49
    million deaths every year that are
  • 00:08:52
    voidable and then so many more crashes
  • 00:08:56
    that occur all the time and one thing
  • 00:08:58
    that I was taught by one of the
  • 00:09:00
    regulator's of the National Highway
  • 00:09:02
    Traffic Safety Association is never say
  • 00:09:04
    an accident because it's not an accident
  • 00:09:06
    it's a crash humans are crashing into
  • 00:09:11
    each other at a any rapid pace and so
  • 00:09:14
    the safety aspect was critically
  • 00:09:16
    important to me the congestion you know
  • 00:09:18
    getting stuck I traveled back and forth
  • 00:09:22
    to China a number of times with Qualcomm
  • 00:09:24
    and that congestion was astounding to me
  • 00:09:28
    and then of course the pollution are
  • 00:09:30
    it's very very important the other thing
  • 00:09:33
    that I think has got to be thought
  • 00:09:35
    through though that's for me things that
  • 00:09:37
    I care about but I think if you look at
  • 00:09:40
    a city serving all of its citizens it's
  • 00:09:43
    also about access its access to all the
  • 00:09:46
    city services it's the ability to
  • 00:09:48
    interact with government on a much more
  • 00:09:51
    friction-free way it's better public
  • 00:09:55
    transportation as well and it's allowing
  • 00:09:59
    everyone in the city to move about more
  • 00:10:00
    easily and to have access to services so
  • 00:10:03
    I care very much about that as well in
  • 00:10:05
    that city of the future so I'll just
  • 00:10:08
    jump in to wrap up here I
  • 00:10:10
    I strongly resonate with the things that
  • 00:10:13
    are being said I think sustainability in
  • 00:10:15
    the future is just the key
  • 00:10:17
    characteristic of cities that we have to
  • 00:10:19
    pay much more attention to and we have
  • 00:10:21
    to figure out how to achieve
  • 00:10:22
    sustainability not starting with a blank
  • 00:10:24
    sheet of paper which is a rare
  • 00:10:26
    opportunity that we get but rather by
  • 00:10:28
    following a path from where we have been
  • 00:10:29
    I'm not an urban planner so I think you
  • 00:10:32
    have to take what I say with a grain of
  • 00:10:33
    salt but one thing that's always struck
  • 00:10:35
    me I don't know your students are
  • 00:10:37
    familiar with there's there's a United
  • 00:10:38
    Nations UNICEF very good website that
  • 00:10:41
    has projections until the year 2050 of
  • 00:10:44
    the population of the world total
  • 00:10:46
    population but also the distribution and
  • 00:10:48
    what is very clear is that the large
  • 00:10:50
    cities that we have today are going to
  • 00:10:52
    get larger the amount of people that
  • 00:10:54
    live in rural environments is going to
  • 00:10:56
    decrease and the majority of those
  • 00:10:58
    people are migrating into the cities so
  • 00:11:01
    when you start seeing cities that may
  • 00:11:03
    have upwards of 20 million dollars and
  • 00:11:05
    many diff
  • 00:11:05
    places around the world not just two or
  • 00:11:07
    three places in the world we have right
  • 00:11:09
    now you start seeing that that that time
  • 00:11:13
    accurate path that we follow from where
  • 00:11:14
    we are to where we need to be in the
  • 00:11:16
    future at such large scale is going to
  • 00:11:18
    be very very challenging right so so how
  • 00:11:21
    do you give access to people how do you
  • 00:11:23
    make it efficient and sustainable how do
  • 00:11:25
    you eliminate congestion all of those
  • 00:11:28
    things done safely I think are critical
  • 00:11:30
    you've all said that the aspect I'd like
  • 00:11:32
    to bring in for not just within a big
  • 00:11:36
    city and to the periphery of that big
  • 00:11:38
    city but also as these cities get larger
  • 00:11:41
    the distance between city centers is
  • 00:11:44
    going to get somewhat smaller as well
  • 00:11:46
    the transportation between these bigger
  • 00:11:49
    city centers in order to maintain
  • 00:11:51
    economic activity level of development
  • 00:11:53
    so on and so forth is really important
  • 00:11:55
    so so in addition to autonomy for the
  • 00:11:58
    ground-based vehicles that was amended
  • 00:12:00
    that were mentioned before I really like
  • 00:12:02
    to see whether it is possible cost
  • 00:12:04
    effective and sustainable to have a
  • 00:12:07
    component of air transportation that
  • 00:12:09
    services the needs of transportations of
  • 00:12:11
    these features at ease and that's
  • 00:12:13
    something that we can talk a little bit
  • 00:12:14
    more about if there is an interest but
  • 00:12:16
    it's it's a dimension that I'm
  • 00:12:18
    personally interested in we've
  • 00:12:22
    definitely seen a lot of exciting
  • 00:12:24
    startups and innovations emerge in the
  • 00:12:27
    space of transportation and mobility
  • 00:12:28
    would love to know more about what are
  • 00:12:31
    some of the companies and initiatives
  • 00:12:33
    you're backing you're involved with that
  • 00:12:35
    you're particularly excited about I'll
  • 00:12:37
    start off with so just to give a
  • 00:12:39
    background about Hyundai Motor Company
  • 00:12:41
    and really the group that we're a part
  • 00:12:42
    of Hyundai Motor Group starting him
  • 00:12:44
    actually been investing in as a
  • 00:12:46
    corporate venturing since about year
  • 00:12:48
    2000 but it wasn't really until 2017 or
  • 00:12:52
    so that really started to pick up a lot
  • 00:12:54
    you know by a lot I mean it's like a
  • 00:12:56
    hundred ex different than than before
  • 00:12:58
    and and we decided that there were some
  • 00:13:01
    five really key areas maybe six now but
  • 00:13:04
    starting with a five you know smart
  • 00:13:06
    mobility being one and smart cities
  • 00:13:09
    robotics technologies eco-friendly
  • 00:13:12
    energy and artificial intelligence /
  • 00:13:14
    machine learning and then more recently
  • 00:13:16
    about smart factories so how do you how
  • 00:13:18
    do you make the
  • 00:13:19
    in a different way than than they are
  • 00:13:21
    today and so there isn't really maybe
  • 00:13:24
    necessary one company necessarily it's
  • 00:13:28
    sort of like I suppose when you're when
  • 00:13:30
    you're venture and you know even
  • 00:13:31
    corporate investor that you want you're
  • 00:13:34
    not supposed to have favorites right but
  • 00:13:36
    had that said though I would say that
  • 00:13:37
    the air that we really have had a lot of
  • 00:13:41
    effort and time into would be in the
  • 00:13:44
    mobility area electrification and then
  • 00:13:48
    artificial intelligence / machine
  • 00:13:50
    learning although it's areas it's in the
  • 00:13:53
    mobility area that we probably put the
  • 00:13:55
    most in and it really centered on two
  • 00:13:58
    investments one called grab in Southeast
  • 00:14:00
    Asia and then Ola in in India and I
  • 00:14:04
    speak it's really because we think and I
  • 00:14:07
    think others you know probably if you
  • 00:14:09
    read know the press about how mobility
  • 00:14:11
    services can really change and disrupt
  • 00:14:13
    the needs for personal ownership and
  • 00:14:15
    it's not only the u.s. really worldwide
  • 00:14:16
    and then electrification of course is
  • 00:14:20
    really important this is certainly we
  • 00:14:21
    have our own efforts but it's it's such
  • 00:14:24
    a different it's not just the technology
  • 00:14:26
    but how its made the use cases of
  • 00:14:29
    electric vehicles is different than
  • 00:14:31
    combustion engines so really putting
  • 00:14:33
    money into external firms really
  • 00:14:35
    focusing on that what's important for us
  • 00:14:37
    and of course machine learning is you
  • 00:14:39
    know touching all kinds of industries
  • 00:14:41
    and area so we put probably the highest
  • 00:14:45
    number of our investments is in the AI
  • 00:14:48
    machine learning area and I hope as one
  • 00:14:52
    was talking about the new area is the
  • 00:14:54
    newest area will be urban air mobility
  • 00:14:56
    will be spending a lot more time in that
  • 00:14:59
    area so later on may even get into
  • 00:15:01
    specifics but I just want to give you
  • 00:15:02
    kind of a broad brush overview of the
  • 00:15:04
    we're we're looking into and sort of
  • 00:15:07
    highlights of you know in terms of money
  • 00:15:10
    where we put the most into so far right
  • 00:15:12
    cover a couple of the playground
  • 00:15:15
    portfolio companies and then personally
  • 00:15:17
    zooks is looking at full stack
  • 00:15:20
    autonomous mobility so targeting that
  • 00:15:23
    level five that I know was mentioned
  • 00:15:26
    both developing a novel vehicle
  • 00:15:28
    architecture as well as the software and
  • 00:15:31
    sensor fusion algorithm
  • 00:15:33
    to allow us to get there in cities so
  • 00:15:36
    that's certainly one that I personally
  • 00:15:38
    have been very involved in since it
  • 00:15:40
    started but in the playground portfolio
  • 00:15:44
    we took a different take to try to solve
  • 00:15:47
    some other problems that folks weren't
  • 00:15:49
    solving so natto is a company in our
  • 00:15:52
    portfolio that was actually started by a
  • 00:15:54
    Stanford professor by the name of Stefan
  • 00:15:57
    heck
  • 00:15:57
    senato was looking at distracted driving
  • 00:16:00
    until we get to autonomy there needed to
  • 00:16:03
    be a way to monitor distracted drivers
  • 00:16:07
    and he both started talking to insurance
  • 00:16:10
    companies about hey if we had some kind
  • 00:16:13
    of camera in the vehicle would that
  • 00:16:16
    allow people to get lower insurance
  • 00:16:18
    premiums and where he really found
  • 00:16:19
    traction was in fleets so very large
  • 00:16:23
    delivery fleets for example he found
  • 00:16:26
    them both in ride hailing services but
  • 00:16:28
    now as you can imagine the delivery
  • 00:16:30
    fleets are making up the majority of his
  • 00:16:32
    business but saying let's make sure that
  • 00:16:35
    there is the driver gets a warning for
  • 00:16:37
    example if they've been looking down and
  • 00:16:39
    if you've got sensors on the front of
  • 00:16:41
    the vehicle that see that you're about
  • 00:16:42
    to hit something a camera inside could
  • 00:16:46
    notice that the driver is not watching
  • 00:16:47
    and warn them verbally and then you can
  • 00:16:50
    see the benefits of driver who has that
  • 00:16:53
    in their car might get some kind of
  • 00:16:55
    other benefits so that's not oh we also
  • 00:16:59
    started a company called lacunae to work
  • 00:17:02
    on actually developing an operating
  • 00:17:04
    system for cities to manage all the
  • 00:17:06
    different vehicles in a city working
  • 00:17:09
    together with the cities to for example
  • 00:17:10
    manage scooters being able to see what's
  • 00:17:14
    going on in the city and provide city
  • 00:17:17
    services around all the different kinds
  • 00:17:19
    of transportation in a city so that's
  • 00:17:20
    called lacunae agility is a robot that
  • 00:17:24
    takes care of patching the last 10 the
  • 00:17:27
    last 10 feet you hear about the last
  • 00:17:28
    mile this is the last 10 feet of being
  • 00:17:30
    able to carry a package out of for
  • 00:17:33
    example an autonomous vehicle and then
  • 00:17:35
    take it all the way to someone's front
  • 00:17:37
    door without human interaction and
  • 00:17:38
    that's called agility some folks out of
  • 00:17:42
    Carnegie Mellon and then we have a
  • 00:17:44
    company called fabric
  • 00:17:45
    that's out of Israel that decided to do
  • 00:17:48
    a full lights-out fulfillment center for
  • 00:17:50
    e-commerce and they wanted to take
  • 00:17:52
    advantage of the fact that underground
  • 00:17:54
    parking lots if less and less people are
  • 00:17:56
    driving and parking and we're taking
  • 00:17:59
    other forms of transportation
  • 00:18:00
    underground parking lots might be empty
  • 00:18:03
    and so why not turn that into a
  • 00:18:05
    lights-out fulfillment center in the
  • 00:18:06
    middle of a city and then allow people
  • 00:18:09
    to get their packages faster and have a
  • 00:18:11
    filmin Center so that's called fabric
  • 00:18:14
    and then the last one I'll mention is a
  • 00:18:16
    drone company that is called sky do
  • 00:18:20
    which has the most accurate cameras on a
  • 00:18:23
    drone and they are finding a lot of
  • 00:18:25
    interesting traction in construction for
  • 00:18:28
    example going on in a city to be able to
  • 00:18:30
    monitor how construction is is moving
  • 00:18:33
    forward so those are a few very
  • 00:18:35
    different different areas but all
  • 00:18:38
    related to a smarter City that's helpful
  • 00:18:41
    thank you it looks like one a lot of
  • 00:18:44
    folks are curious about your startup
  • 00:18:46
    which might be your answer to the
  • 00:18:48
    question in terms of what you're
  • 00:18:50
    spending a lot of time focused on we do
  • 00:18:52
    well first yeah I'm happy to say
  • 00:18:55
    something but I think in general you
  • 00:18:57
    know in terms of things that our lab has
  • 00:18:59
    been doing to help with the topic of
  • 00:19:01
    discussion here we've we've effectively
  • 00:19:04
    helped I would say five or six different
  • 00:19:06
    companies and most like to remain
  • 00:19:08
    English in terms of designing some of
  • 00:19:11
    these electric vertical takeoff and
  • 00:19:13
    landing vehicles so I won't be able to
  • 00:19:16
    say specifically but I'll tell you there
  • 00:19:18
    are there are about 10 very serious
  • 00:19:20
    companies to the Bay Area and we've
  • 00:19:22
    helped one in Germany three here in the
  • 00:19:24
    Bay Area another one in the US and one
  • 00:19:26
    in Brazil look at designs of these types
  • 00:19:30
    of vehicles and I think the challenge is
  • 00:19:32
    when I see some of the questions here in
  • 00:19:34
    the chat window the challenges for
  • 00:19:36
    safety for the vehicles are you know
  • 00:19:40
    surprisingly a little bit simpler than
  • 00:19:42
    the challenges for safety for the ground
  • 00:19:45
    vehicles themselves because the sky is
  • 00:19:47
    significantly big and there tends to be
  • 00:19:49
    an extra level of infrastructure that
  • 00:19:51
    allows these vehicles to sort of pass by
  • 00:19:54
    each other without colliding so so in
  • 00:19:57
    answering some of those questions of
  • 00:19:59
    what would help both the safety and the
  • 00:20:01
    sustainability goals I would say that
  • 00:20:03
    the third dimension in the sky is a huge
  • 00:20:06
    opportunity right not just for
  • 00:20:08
    congestion but for safety I would also
  • 00:20:10
    say for sustainability obviously all
  • 00:20:12
    these vehicles I would say the vast
  • 00:20:14
    majority of the vehicles we've worked on
  • 00:20:16
    are completely electrified so they're
  • 00:20:19
    battery-powered that limits the range to
  • 00:20:21
    you know in the order of 100 nautical
  • 00:20:23
    miles which is not a terribly large
  • 00:20:25
    range but it's enough for intercity
  • 00:20:27
    sorry intercity type of transportation
  • 00:20:30
    we've been advising and helping a
  • 00:20:32
    company that is actually designing one
  • 00:20:35
    such vehicle but for longer distances
  • 00:20:37
    and those are hybrid electric vehicles
  • 00:20:39
    that we've last but not least the
  • 00:20:42
    company I'm spending a lot of time in
  • 00:20:43
    that I'm a co-founder for has very
  • 00:20:45
    little to do with this I do a lot of
  • 00:20:47
    numerical analysis and optimization so
  • 00:20:50
    it's a company that it's really trying
  • 00:20:51
    to revolutionize the way we do
  • 00:20:53
    engineering design based on simulations
  • 00:20:55
    and I can say a lot but you could
  • 00:20:58
    imagine there's a component of using
  • 00:21:01
    existing computers much more effectively
  • 00:21:04
    and there's also a component of doing
  • 00:21:07
    silicon solutions for these types of
  • 00:21:11
    engineering design tasks which which
  • 00:21:14
    could be not one to two orders of
  • 00:21:16
    magnitude faster than what people are
  • 00:21:18
    doing now but three to three-and-a-half
  • 00:21:20
    orders of magnitude so so we're trying
  • 00:21:22
    to accelerate design processes by
  • 00:21:24
    writing a lot of software and creating
  • 00:21:25
    custom-made hardware 'some yeah so
  • 00:21:28
    focusing more on the topic of autonomous
  • 00:21:31
    mobility specifically could you
  • 00:21:34
    elaborate on benefits of autonomous
  • 00:21:36
    vehicles for cities of the future and
  • 00:21:39
    also similarly what are the unforeseen
  • 00:21:41
    negative effects we might see and cities
  • 00:21:43
    you know start or you might join your
  • 00:21:48
    own ticket you know let's get started no
  • 00:21:50
    jumped in yeah you know I think we all
  • 00:21:53
    the problem right now is we all imagine
  • 00:21:56
    what the future would look like with
  • 00:21:58
    autonomous vehicles and so no one knows
  • 00:22:00
    now that doesn't say we should just
  • 00:22:02
    unleash the beast but there are a number
  • 00:22:04
    of things to think about when you think
  • 00:22:08
    about how these will be accepted how
  • 00:22:11
    they should be accepted and
  • 00:22:13
    when we started Zuke's we started
  • 00:22:15
    meeting with government officials at the
  • 00:22:17
    federal state and local level to talk
  • 00:22:20
    about what were the things we might not
  • 00:22:22
    be thinking about that we're gonna be
  • 00:22:24
    important to them so that we could be
  • 00:22:26
    thinking of it cuz a lot of people say
  • 00:22:27
    oh no with autonomous vehicles there's
  • 00:22:29
    gonna actually be more vehicle traffic
  • 00:22:31
    well it kind of depends on supply it
  • 00:22:34
    kind of depends on if people use it
  • 00:22:36
    versus ride-hailing or if they're just
  • 00:22:38
    more vehicles in a city it's really
  • 00:22:40
    totally hard to to make those kinds of
  • 00:22:42
    projections right now because autonomous
  • 00:22:45
    vehicles are gonna have very expensive
  • 00:22:46
    sensors and software in there so they're
  • 00:22:48
    gonna be very expensive to produce for
  • 00:22:50
    the most part you know the reason
  • 00:22:52
    electric vehicles didn't go forward as
  • 00:22:53
    quickly as they were more expensive
  • 00:22:55
    adding battery packs to a vehicle
  • 00:22:57
    envelope made them more expensive and so
  • 00:23:00
    you have a cost situation so a lot of
  • 00:23:03
    these concerns that a city is going to
  • 00:23:05
    be swarmed by autonomous vehicles which
  • 00:23:08
    will cause more congestion I think is
  • 00:23:10
    just a false projection so I got to
  • 00:23:13
    start there so my hope is that it will
  • 00:23:17
    make cities safer and that it will avoid
  • 00:23:23
    many of those crashes that I talked
  • 00:23:25
    about because an autonomous vehicle has
  • 00:23:27
    eyes in the back of its head and you
  • 00:23:30
    know has a 360 degree view and doesn't
  • 00:23:33
    really need to park so there can be a
  • 00:23:35
    lot of benefits however one of the
  • 00:23:39
    issues that has come up in this space
  • 00:23:40
    that you have to be careful of is there
  • 00:23:42
    were a lot of companies that tried to
  • 00:23:43
    rush something to market to be first
  • 00:23:45
    there is this concept that you have to
  • 00:23:47
    be first to be cool and so getting a
  • 00:23:51
    vehicle out where as I talked about your
  • 00:23:54
    duct-taping a bunch of sensors to the
  • 00:23:55
    hood of a car and unleashing the beast
  • 00:23:58
    with some software that's been tested in
  • 00:24:00
    a beta version it's not a safe way so
  • 00:24:03
    that autonomous vehicle unleashed in the
  • 00:24:06
    city thank you I don't want it I'll move
  • 00:24:09
    to another city but ones that are rolled
  • 00:24:12
    out very carefully in conjunction with
  • 00:24:14
    the city is a different story so you
  • 00:24:17
    know very very different and we've seen
  • 00:24:19
    that in in scooters we've seen that in
  • 00:24:22
    shared ride share vehicles in some cases
  • 00:24:27
    have been rolled out in conjunction with
  • 00:24:28
    the city and in some cases they've been
  • 00:24:30
    rolled out to use consumers or citizens
  • 00:24:33
    in a city as as alpha testers and beta
  • 00:24:36
    testers and so I think you got to be
  • 00:24:38
    careful not to get those concepts
  • 00:24:40
    confused I think we're gonna see and do
  • 00:24:41
    that answer what the question was
  • 00:24:44
    actually yeah so I'm gonna do a
  • 00:24:47
    counterpoint to what Lori just said so
  • 00:24:49
    my counterpoint is on the congestion
  • 00:24:52
    issue and I don't I think it's possible
  • 00:24:55
    as always said that we won't have a
  • 00:24:57
    congestion issue or that is more
  • 00:24:59
    vehicles on the road but I think we have
  • 00:25:01
    to be intentional about that I think if
  • 00:25:03
    we just let it be I I do think that we
  • 00:25:06
    would have more vehicles on the road of
  • 00:25:08
    different types not just passenger
  • 00:25:09
    vehicles but we may be no Tom's delivery
  • 00:25:11
    vehicles and there's there's sort of two
  • 00:25:14
    historical things that we can now see
  • 00:25:17
    that for me at least at least that
  • 00:25:18
    conclusion or at least at least
  • 00:25:20
    possibility one is just lifted lyft and
  • 00:25:23
    uber we know that or I've definitely
  • 00:25:26
    heard that the traffic has increased in
  • 00:25:29
    the San Francisco Bay Area because of
  • 00:25:31
    lift right because now it's easier for
  • 00:25:34
    you know me to to travel to San
  • 00:25:38
    Francisco because I don't have to dread
  • 00:25:40
    the drives right and the convenience is
  • 00:25:42
    pretty awesome right so why not let's go
  • 00:25:46
    to San Francisco more often and and I
  • 00:25:49
    think there's been an increase in
  • 00:25:50
    traffic overall and not maybe every city
  • 00:25:52
    but certainly Steph so I think even New
  • 00:25:54
    York has seen this the other historical
  • 00:25:57
    issue or fact is really from the mobile
  • 00:26:00
    phone industry when you have better
  • 00:26:03
    connectivity you know two to three to 40
  • 00:26:05
    now 5g and people not like to talk about
  • 00:26:08
    six view for heaven's sakes
  • 00:26:09
    then there's internet traffic go up or
  • 00:26:11
    down go stop why because it's faster
  • 00:26:14
    it's convenient there's more stuff so if
  • 00:26:17
    put that together if automated because
  • 00:26:19
    is a technology play and it may not be
  • 00:26:21
    but if it is then we could run into the
  • 00:26:24
    problem that it induces more demand
  • 00:26:26
    demand drives up these vehicles and then
  • 00:26:28
    we have more congestion but I do think
  • 00:26:31
    if we have to if we design it properly
  • 00:26:32
    we won't run it to the issue of
  • 00:26:34
    increased congestion but it has to be
  • 00:26:36
    designed with my viewpoint this is a
  • 00:26:39
    so I do a lot of parallel computation
  • 00:26:41
    and this is analogy I mean what you're
  • 00:26:43
    describing is a situation in which the
  • 00:26:45
    efficiency of the system has gone up but
  • 00:26:47
    the sheer volume of how many customers
  • 00:26:49
    are actually being served has gone up as
  • 00:26:51
    well the gains in efficiency have not
  • 00:26:54
    kept up with the increase in traffic
  • 00:26:56
    therefore leading to more congestion
  • 00:26:58
    right so so the issue is also what
  • 00:27:01
    additional levers that we have to
  • 00:27:03
    continue to improve on the levels of
  • 00:27:05
    efficiency with which this service is
  • 00:27:08
    being provided to the citizens of a city
  • 00:27:10
    and at the same time you know maintain
  • 00:27:12
    the level of congestion or reduce it
  • 00:27:14
    right so I wish my colleague Marco
  • 00:27:17
    Pavano would be there because he's been
  • 00:27:18
    studying some of these transportation
  • 00:27:20
    patterns in various cities of the size
  • 00:27:22
    of New York the impact that some of
  • 00:27:24
    these ride-sharing services have
  • 00:27:26
    actually had and the absolute potential
  • 00:27:28
    of what could be done with a fleet of
  • 00:27:31
    the size that can serve as and increased
  • 00:27:32
    the man but at the same time do so even
  • 00:27:35
    more efficiently than we do today and
  • 00:27:37
    and maintain congestion levels so I'm
  • 00:27:39
    hoping that the cities of the future
  • 00:27:41
    really do manage this growth by
  • 00:27:43
    improving efficiency in that way and
  • 00:27:45
    that they incorporate the technology
  • 00:27:46
    that's necessary to be able to do it
  • 00:27:48
    because left to its own devices as
  • 00:27:50
    you're saying John I think it's highly
  • 00:27:51
    unlikely that the outcome is going to be
  • 00:27:55
    one where there is reduced congestion
  • 00:27:56
    and additional services we provide I
  • 00:27:59
    think but I think the important thing is
  • 00:28:00
    not to conflate different concepts
  • 00:28:02
    so there's ride-sharing vehicles which
  • 00:28:04
    basically became a cheaper taxi right a
  • 00:28:07
    better taxi experience and that's lyft
  • 00:28:09
    and uber that is not autonomous in any
  • 00:28:11
    way and so I think sometimes people say
  • 00:28:14
    oh I Thomas vehicles are gonna cause
  • 00:28:16
    congestion because lifted over have but
  • 00:28:18
    that's just more taxis at a better cost
  • 00:28:20
    so as you talked about taxis became more
  • 00:28:23
    cost effective a la lyft and uber and
  • 00:28:25
    didi and chariot and all the others that
  • 00:28:28
    came out but that was a price play now
  • 00:28:30
    you look at if I look on my street now
  • 00:28:32
    when I go bike riding in the afternoon
  • 00:28:34
    the only thing that's there is delivery
  • 00:28:36
    vehicles and you have ups and you know
  • 00:28:38
    FedEx and because people are buying a
  • 00:28:41
    lot more stuff in boxes and getting them
  • 00:28:42
    delivered to them so again nothing to do
  • 00:28:45
    with autonomy right now we're seeing a
  • 00:28:47
    huge amount of delivery vehicles because
  • 00:28:49
    deliveries gone to free so it's an
  • 00:28:52
    economic case when people will use
  • 00:28:54
    things that are less expensive and you
  • 00:28:57
    know basics of economics and it's a play
  • 00:28:59
    economy of autonomy has nothing to do
  • 00:29:02
    with either of those what I was going to
  • 00:29:03
    say is that I think I'd only me is a
  • 00:29:05
    great opportunity to increase that level
  • 00:29:06
    of efficiency right so if instead of
  • 00:29:08
    having just the replacement axes you
  • 00:29:10
    start having you know fleets of cars
  • 00:29:13
    that can self-organize and can actually
  • 00:29:15
    deliver people to various different
  • 00:29:17
    places in different ways I think it's
  • 00:29:20
    one of the levers you must exploit right
  • 00:29:21
    I'm not just to look at a single vehicle
  • 00:29:23
    by itself but to look at the set of
  • 00:29:25
    vehicles trying to to do this in the
  • 00:29:28
    optimal way in some sense I completely
  • 00:29:30
    agree with you
  • 00:29:31
    we can't just replace more cars by cars
  • 00:29:34
    that are you know being called through
  • 00:29:36
    by cheaper cheaper rides yes so we have
  • 00:29:40
    talked a little bit about congestion
  • 00:29:41
    safety and now also pricing what do you
  • 00:29:44
    think is government's role like what
  • 00:29:46
    should government be playing in this we
  • 00:29:49
    have seen a few regions where they have
  • 00:29:52
    started to allow for the testing of
  • 00:29:53
    autonomous vehicles in the future where
  • 00:29:55
    we eventually get to little finalists me
  • 00:29:58
    also internet of cars like how do you
  • 00:30:00
    think government should be reacting to
  • 00:30:02
    this yeah I hope you guys think so I
  • 00:30:07
    think government plays an incredibly
  • 00:30:10
    important role because it's not won any
  • 00:30:14
    particular institution or agency it's
  • 00:30:17
    really to borrow a phrase from the
  • 00:30:19
    pandemic we're all in this together
  • 00:30:20
    right it's it's not any one entity
  • 00:30:22
    that's going to make it and it's both
  • 00:30:26
    the public-private partnerships that
  • 00:30:28
    have to be reimagined but it's also
  • 00:30:31
    going to be the public public
  • 00:30:32
    partnerships that have to be reimagined
  • 00:30:34
    because in any region if you will the
  • 00:30:36
    cephus Cabiria la area whatever it's you
  • 00:30:39
    have multiple jurisdictions
  • 00:30:40
    which is why sometimes transportation
  • 00:30:42
    projects are next to impossible to make
  • 00:30:44
    system-wide because you have competing
  • 00:30:46
    jurisdictions that's why Bart for
  • 00:30:49
    instance I guess doesn't go around the
  • 00:30:51
    bay even let's call the Bay Area Rapid
  • 00:30:54
    Transit it's only part of the day right
  • 00:30:56
    it's only half half Bart I guess so so I
  • 00:31:00
    think for this to work government is
  • 00:31:03
    gonna have to be themselves
  • 00:31:06
    tuitions at all levels city county
  • 00:31:08
    regional state federal there's anything
  • 00:31:11
    with some kind of coordination - I guess
  • 00:31:13
    reduce that each will have a role to
  • 00:31:15
    play for sure right and they'll all want
  • 00:31:17
    to have a role to play they all have
  • 00:31:19
    their own levels of responsibilities and
  • 00:31:21
    constituents they have to be accountable
  • 00:31:24
    to and then between the private sector
  • 00:31:26
    and public that has to be a rematch in
  • 00:31:29
    two and by that what I mean by that is
  • 00:31:31
    for instance can we rethink about how we
  • 00:31:33
    do public-private partnerships you know
  • 00:31:35
    in a way that seems to be sometimes
  • 00:31:37
    antagonistic right or it's sort of like
  • 00:31:39
    I'm gonna ask for permission I'm gonna
  • 00:31:42
    do it and then I'll beg for forgiveness
  • 00:31:43
    kind of thing I think we have to you
  • 00:31:45
    know I hope get beyond that you know
  • 00:31:47
    seriously and really find a way for
  • 00:31:49
    companies and and government and I know
  • 00:31:52
    companies have been doing not all
  • 00:31:54
    companies are bad actors right but but I
  • 00:31:57
    think let's do a better job of that so
  • 00:32:00
    that right so there's these things that
  • 00:32:02
    government can do at all levels and
  • 00:32:04
    companies can do work better because
  • 00:32:07
    again we're all in this together right
  • 00:32:09
    and so let's try to work together to
  • 00:32:12
    make it happen um a huge amount of time
  • 00:32:15
    talking to government leaders about
  • 00:32:17
    smart cities and urban mobilities for
  • 00:32:19
    the last decade but a ton at Zuke's one
  • 00:32:22
    of our first hires was the ex head of
  • 00:32:24
    the National Highway Traffic Safety
  • 00:32:26
    Association dr. mark rosekind who's an
  • 00:32:29
    incredible expert on the subject was at
  • 00:32:32
    Stanford before another Stanford guy and
  • 00:32:35
    he came in and said we have to look at
  • 00:32:38
    every level first while he was in the
  • 00:32:40
    federal government in Washington DC he's
  • 00:32:42
    the one the way we met him is we're a
  • 00:32:44
    10-person start-up he flew out to
  • 00:32:46
    Silicon Valley and said I want to meet
  • 00:32:48
    with the companies who are gonna be
  • 00:32:50
    leading this autonomous revolution
  • 00:32:53
    that's coming forth so I'm here to get
  • 00:32:55
    educated because the last thing I want
  • 00:32:56
    to do is stop the progress because these
  • 00:32:59
    are going to hopefully make cities much
  • 00:33:01
    safer much cleaner with lower congestion
  • 00:33:04
    if done correctly so you know he said
  • 00:33:07
    the last thing I want to do is pass new
  • 00:33:08
    regulations that stop the flow of
  • 00:33:11
    innovation which was incredible you
  • 00:33:13
    don't think about the federal government
  • 00:33:14
    coming out saying I want to learn from
  • 00:33:16
    innovators and you know earlier in my
  • 00:33:18
    career the thought was hey
  • 00:33:19
    stay you know work on whatever whatever
  • 00:33:21
    products you're working on don't waste
  • 00:33:23
    your time with government they're slow
  • 00:33:25
    they're gonna lag 10 years don't even
  • 00:33:27
    think about it and in this case he said
  • 00:33:29
    look you know I'm gonna be asked to do
  • 00:33:31
    this and so I need to I need to be able
  • 00:33:34
    to meet with you and so we worked with
  • 00:33:35
    him very closely for about a year and he
  • 00:33:39
    liked the company so much that when his
  • 00:33:41
    term was in the previous administration
  • 00:33:43
    he came and joined zukes full-time and
  • 00:33:45
    then he decided he wanted to raise the
  • 00:33:48
    bar for safety and set a new record for
  • 00:33:52
    security and say hey our goal is gonna
  • 00:33:55
    be zero crashes so it's not we're gonna
  • 00:33:57
    be slightly better than human drivers
  • 00:33:59
    we're gonna be we're gonna have zero
  • 00:34:01
    crashes so what are all the safety
  • 00:34:04
    systems we need to build and how would
  • 00:34:05
    we need to architect the system to
  • 00:34:08
    ensure that we can get to zero crashes
  • 00:34:10
    and then and then is miles driven really
  • 00:34:14
    the best indicator of whether a software
  • 00:34:17
    system is ready know all miles are not
  • 00:34:19
    created equal I can drive miles in a
  • 00:34:22
    on a country road and I may drive a
  • 00:34:25
    million of them but I don't see a lot of
  • 00:34:27
    pedestrians like I do in a crazy city so
  • 00:34:30
    is that really the best indicator of a
  • 00:34:32
    safe system of technological progress so
  • 00:34:36
    he started talking to regular later
  • 00:34:39
    saying hey you shouldn't be judging
  • 00:34:41
    based on miles driven then we even got
  • 00:34:43
    down to the local law enforcement guys
  • 00:34:45
    because what happens if an autonomous
  • 00:34:48
    vehicle is misbehaving
  • 00:34:50
    how would local law enforcement want to
  • 00:34:52
    deal with that and so we started having
  • 00:34:55
    sessions with them talking about how to
  • 00:34:57
    first responders work and how would they
  • 00:35:00
    like to work with an autonomous vehicle
  • 00:35:01
    so but that's the u.s. outside the u.s.
  • 00:35:05
    the Singaporean government of course has
  • 00:35:08
    come up with some autonomous only cities
  • 00:35:10
    and areas they're looking at underground
  • 00:35:13
    highways that are all autonomous you
  • 00:35:15
    know they're able to really have a much
  • 00:35:18
    bigger say on how they architect a
  • 00:35:20
    transportation system in Singapore in
  • 00:35:23
    China of course there's been a huge push
  • 00:35:27
    towards moving towards autonomy working
  • 00:35:29
    with the large internet providers Japan
  • 00:35:31
    is very concerned of their aging
  • 00:35:33
    halation so there is a ton of government
  • 00:35:36
    interest I would say your Apple s so I
  • 00:35:39
    think the US and Asia will really drive
  • 00:35:42
    this forward but I have found the US
  • 00:35:45
    regulators to be pretty tremendous
  • 00:35:47
    actually and wanting to work with
  • 00:35:49
    companies to ensure that they don't put
  • 00:35:51
    in place regulation that is untenable I
  • 00:35:54
    think if I may I wanted to riff a little
  • 00:35:57
    bit on that theme of efficiency with
  • 00:35:59
    what Laurie and John have just said
  • 00:36:01
    recently and if one focuses too much on
  • 00:36:04
    just one aspect of transportation in the
  • 00:36:07
    future city you're actually missing the
  • 00:36:09
    big picture because you know in
  • 00:36:11
    improving efficiency not everybody is
  • 00:36:13
    going to be driving around with one
  • 00:36:15
    another by themselves or with another
  • 00:36:17
    people in a driverless car and that's
  • 00:36:20
    the solution
  • 00:36:21
    there are obviously public
  • 00:36:22
    transportation challenges there's this
  • 00:36:25
    element of multi-modality maybe there'll
  • 00:36:27
    be some airplanes in the mix etc etc and
  • 00:36:30
    and I guess I wanted to ask my
  • 00:36:32
    co-panelists to know a lot more than I
  • 00:36:35
    do about this is that if you start
  • 00:36:38
    looking at various different
  • 00:36:40
    transportation options for you know 20
  • 00:36:43
    million people or in an urban area and
  • 00:36:45
    and you really look at multi-modality
  • 00:36:48
    how can the autonomy begin to help us
  • 00:36:51
    improve the efficiency of the entire
  • 00:36:53
    system right and the safety of course
  • 00:36:55
    obviously I think that the zero accident
  • 00:36:57
    goal is is the the right one but is
  • 00:37:01
    there is there a way to improve the
  • 00:37:04
    infrastructure in cities such that the
  • 00:37:06
    multimodal transportation systems are
  • 00:37:08
    most likely to be successful can
  • 00:37:10
    actually be successful right that's the
  • 00:37:12
    question I'm asking myself and I'm not
  • 00:37:14
    quite sure what the answer so I'll take
  • 00:37:16
    it all right on that one what I think
  • 00:37:19
    autonomy the definition of it for me is
  • 00:37:21
    that it's a systems quality not a system
  • 00:37:25
    of the agent right and so when
  • 00:37:28
    describing autonomy you have to look at
  • 00:37:30
    the agent plus the environment by which
  • 00:37:32
    it is operating in or designed to
  • 00:37:34
    operate in and and and you can have a
  • 00:37:36
    full definition autonomy without that
  • 00:37:38
    and I think sometimes autonomous
  • 00:37:40
    vehicles we get there's some discussion
  • 00:37:42
    but I think we might lose sight of that
  • 00:37:44
    and so this is maybe not the best
  • 00:37:45
    example but I do think you know
  • 00:37:47
    things like elevators are a type of
  • 00:37:50
    autonomous vehicle I think an amusement
  • 00:37:52
    park rides are part of autonomous
  • 00:37:54
    vehicles so you know one could say okay
  • 00:37:57
    they're primitive but they're kind of
  • 00:37:59
    autonomous in a sense so on the issue of
  • 00:38:01
    infrastructure I think it's critical I
  • 00:38:03
    think you have to include discussion of
  • 00:38:05
    what is infrastructure to make it work
  • 00:38:08
    and then infrastructure is pretty broad
  • 00:38:10
    right it's how we design streets is how
  • 00:38:13
    we design the interaction between
  • 00:38:16
    vehicles and people and those types of
  • 00:38:19
    things so in short yeah I think without
  • 00:38:21
    an adequate discussion of infrastructure
  • 00:38:23
    which is a topic that government can
  • 00:38:26
    provide or be responsible for then I
  • 00:38:28
    think it's difficult to to have a really
  • 00:38:32
    good working multimodal transportation
  • 00:38:34
    system
  • 00:38:35
    I think it's been interesting meeting
  • 00:38:37
    with different city planners and right
  • 00:38:40
    before the shutdown I happen to be up in
  • 00:38:41
    Seattle meeting with the head of the
  • 00:38:43
    Seattle Department of Transportation as
  • 00:38:45
    they were trying to figure out what
  • 00:38:47
    their needs were and I think you have to
  • 00:38:48
    start with the goals of your city
  • 00:38:50
    because as we know Singapore is one of
  • 00:38:54
    the few places that can start with a
  • 00:38:55
    blank sheet and build whatever they want
  • 00:38:57
    to build in other cities we have to take
  • 00:38:59
    into account what's working what's not
  • 00:39:01
    what stuff can we move on what stuff
  • 00:39:03
    can't we you know I think it's
  • 00:39:04
    interesting in the Bay Area you know we
  • 00:39:06
    have a high speed train discussion on
  • 00:39:09
    the ballot most years but there are a
  • 00:39:12
    lot of dislocations that would occur and
  • 00:39:15
    so it's been put back and so I think
  • 00:39:18
    every city planner has to sit down and
  • 00:39:20
    say what are the goals and as you know
  • 00:39:23
    in government you have to ask your
  • 00:39:25
    citizens and they have to sign off on
  • 00:39:27
    that bond measure or decide that that's
  • 00:39:29
    the right thing to spend money on and
  • 00:39:32
    that's the right problem to solve
  • 00:39:33
    so I think transportation is one piece
  • 00:39:37
    because you've also got health care and
  • 00:39:39
    education and homelessness and all the
  • 00:39:42
    other things and so as a city planner
  • 00:39:44
    you have to say what am i solving with
  • 00:39:47
    transportation and in Seattle's capes
  • 00:39:50
    they kept reiterating we've got to let
  • 00:39:52
    anyone get to their job in a
  • 00:39:55
    cost-effective manner
  • 00:39:56
    well that's gonna be very different than
  • 00:39:58
    you know you may want to make sure that
  • 00:39:59
    there are scooters and
  • 00:40:01
    bikes and buses and every route and it
  • 00:40:04
    may be I mean they couldn't care less
  • 00:40:06
    about autonomy right now if they're not
  • 00:40:07
    solving the problem so you know what
  • 00:40:10
    what problem am I trying to solve what's
  • 00:40:11
    working on what's not working because I
  • 00:40:13
    have an existing city and take a look at
  • 00:40:16
    certainly what others are doing but I
  • 00:40:18
    met with city leaders from the Middle
  • 00:40:20
    East who are trying to create whole new
  • 00:40:22
    cities from scratch who have very
  • 00:40:25
    different constraints and needs for
  • 00:40:28
    efficiency and needs for the population
  • 00:40:32
    so but it's interesting and I think the
  • 00:40:35
    Seattle d-o-t has it on its website
  • 00:40:37
    presentation given and that was pretty
  • 00:40:39
    interesting in terms of what their goals
  • 00:40:41
    were it wouldn't be the same goals as
  • 00:40:43
    every other city Laurie you alluded to
  • 00:40:46
    very briefly just this idea of
  • 00:40:48
    accessibility and affordability is a
  • 00:40:50
    little bit of what I was hearing from
  • 00:40:52
    you question for everyone is how do you
  • 00:40:55
    think about user trust and auction being
  • 00:40:58
    a barrier to deploying autonomous
  • 00:41:00
    mobility in smart cities I think it's a
  • 00:41:03
    big deal that you know I think is
  • 00:41:05
    somewhat easy to gain in my view but if
  • 00:41:08
    you if there is a problem then it is
  • 00:41:10
    easy it's hard to get get back I do
  • 00:41:13
    think that COBIT 19 endemic is like that
  • 00:41:17
    in a sense that how when mobile we feel
  • 00:41:19
    safe getting back into large groups
  • 00:41:20
    right and it's before it was a
  • 00:41:23
    no-brainer but maybe we'll be thinking
  • 00:41:25
    about a little bit more carefully when
  • 00:41:27
    the sheltering place orders lifted we're
  • 00:41:29
    gonna be a more careful site I think the
  • 00:41:31
    trust is going to be important because
  • 00:41:33
    and Trust involves things like public
  • 00:41:35
    support right supporting bond measures
  • 00:41:37
    taxes etc to allow these systems to you
  • 00:41:41
    know get the either the funding of the
  • 00:41:43
    regulatory environment to be be
  • 00:41:45
    favorable so I think Trust is
  • 00:41:47
    exceedingly important I think this is a
  • 00:41:49
    huge issue if I said that I'm going to
  • 00:41:51
    send an airplane to come outside of your
  • 00:41:53
    house pick you up and take you to San
  • 00:41:55
    Francisco in 25 minutes and from San
  • 00:41:58
    Jose let's say instead of taking you an
  • 00:42:00
    hour and 45 minutes during rush hour you
  • 00:42:02
    know please raise your hand if you would
  • 00:42:05
    actually get on that airplane tomorrow
  • 00:42:06
    well if I change that around
  • 00:42:09
    and I I actually asked you if an
  • 00:42:12
    autonomous car came to your house in San
  • 00:42:14
    Jose and it took it said that was going
  • 00:42:15
    to take it to San Francisco to your
  • 00:42:17
    destination how many of you would take
  • 00:42:18
    that today so Trust is a humongous issue
  • 00:42:21
    and and it's it's also an issue that
  • 00:42:24
    will get easier when we have an entire
  • 00:42:27
    fleet that's autonomous in some you
  • 00:42:30
    topical feature when that happens but in
  • 00:42:32
    the meanwhile where the guarantee of
  • 00:42:34
    safety cannot be provided by even the
  • 00:42:37
    perfect sensor and autonomous system
  • 00:42:40
    right John may come in and drive from
  • 00:42:43
    the side and even with 360 degree thing
  • 00:42:45
    it may be an area that he's not as well
  • 00:42:48
    at the speed he's traveling at to
  • 00:42:49
    actually hit me so so let's be honest
  • 00:42:52
    you cannot guarantee to me today that an
  • 00:42:53
    autonomous vehicle is going to be
  • 00:42:55
    perfectly safe in a mixed environment
  • 00:42:57
    with other people in a longer feature it
  • 00:42:59
    may so we have to accumulate that's sort
  • 00:43:03
    of experience that leads to societal
  • 00:43:05
    change and this comes from a guy who got
  • 00:43:07
    up into one of these autonomous
  • 00:43:08
    airplanes that they got vertically in
  • 00:43:10
    China about a year ago but I trust it's
  • 00:43:18
    fundamental and as John said it develops
  • 00:43:22
    slowly and it can be lost in a flash so
  • 00:43:24
    we have to manage that and I think
  • 00:43:26
    there's a corporate and social
  • 00:43:28
    responsibility to migrate in the desired
  • 00:43:31
    direction at a reasonable pace you have
  • 00:43:34
    to take it into account but you know I
  • 00:43:36
    got into the first Google prototype in
  • 00:43:40
    2006 I think and going at like 80 miles
  • 00:43:43
    an hour around cones and it was one of
  • 00:43:46
    the most terrifying experiences of my
  • 00:43:48
    life but it was totally fun and of
  • 00:43:50
    course I never I didn't give it a second
  • 00:43:51
    thought before I got into the vehicle so
  • 00:43:53
    for me you know I don't have a lot of
  • 00:43:56
    issue I remember when uber right one
  • 00:43:58
    uber came out in LA I was traveling with
  • 00:44:01
    a friend who said oh there's this cool
  • 00:44:02
    new app I just downloaded and you're
  • 00:44:04
    supposed to be able to call a taxi and I
  • 00:44:06
    didn't have to sit down and read a
  • 00:44:08
    training manual on uber before I took my
  • 00:44:10
    first one and once I took my first one
  • 00:44:12
    it was like so I think sometimes we
  • 00:44:14
    overestimate you're right and the mass
  • 00:44:16
    majority of the population I will pick
  • 00:44:19
    on my family members but when I tried to
  • 00:44:20
    explain the concept of uber to my sister
  • 00:44:23
    ones in Canada where they don't have it
  • 00:44:25
    they're like what are you talking about
  • 00:44:28
    again it really depends and we need to
  • 00:44:32
    get 100% of the mass market or do we
  • 00:44:34
    need to get some percentage who are
  • 00:44:35
    willing to try something new is it's
  • 00:44:38
    what we get to do here and again I think
  • 00:44:40
    we're gonna be supply constrained so I
  • 00:44:42
    don't see that gating issue do you need
  • 00:44:45
    to make sure consumers feel comfortable
  • 00:44:46
    absolutely do you need to make radius
  • 00:44:49
    make sure regulators feel comfortable
  • 00:44:50
    absolutely but you have time to roll it
  • 00:44:53
    out nobody says we're gonna go we're
  • 00:44:55
    gonna do this quick changeover from all
  • 00:44:58
    of today's vehicles to autonomous
  • 00:45:00
    vehicles next year it's gonna be this
  • 00:45:02
    massive changeover of the whole planet
  • 00:45:03
    you know that is not the integration
  • 00:45:05
    plan and I think you know as you looked
  • 00:45:08
    with ride-sharing it was the same thing
  • 00:45:10
    and scooters it was the same thing it's
  • 00:45:12
    not a changeover it's the multi multi
  • 00:45:14
    modality that you talked about and some
  • 00:45:17
    consumers also don't get on a scooter
  • 00:45:18
    because they think they're scary and
  • 00:45:20
    unsafe so I think the great thing is
  • 00:45:23
    consumers will choose what kind of
  • 00:45:25
    Transportation they want to take one
  • 00:45:27
    final question I have what is a
  • 00:45:29
    realistic timeline for the implication
  • 00:45:31
    of autonomous vehicles in the u.s. it
  • 00:45:33
    seems like there's a lot of people who
  • 00:45:35
    constantly say two to three years away
  • 00:45:37
    every few months or every for the past
  • 00:45:39
    few years I do want to distinguish
  • 00:45:42
    between the different levels of autonomy
  • 00:45:44
    when you do provide that response and
  • 00:45:46
    would be curious on what your thoughts
  • 00:45:48
    are yeah this this I think there's if
  • 00:45:51
    the question is if the sense of it is
  • 00:45:54
    mass presence I do think that is too far
  • 00:45:58
    away to say right to with any degree of
  • 00:46:00
    fermi certainty if you were to say well
  • 00:46:03
    what about in a neighborhoods well we
  • 00:46:06
    kind of know that's already happening
  • 00:46:07
    with way mo so I I think the for me that
  • 00:46:11
    the question of when will be a mass
  • 00:46:12
    service that is readily available for a
  • 00:46:15
    lot of people generally speaking to me
  • 00:46:18
    the answer is too far away to say with
  • 00:46:20
    any it would be a speculation not even
  • 00:46:24
    an educated guess am I might be point
  • 00:46:26
    but if it's like hey in my in Stanford
  • 00:46:28
    campus yeah I think it would be this
  • 00:46:30
    year actually right you could do it this
  • 00:46:32
    year right because for a lot of
  • 00:46:34
    different reasons so as I think and I
  • 00:46:36
    believe so there
  • 00:46:37
    for I believe the way we roll out is
  • 00:46:39
    what how kind of this very micro or very
  • 00:46:42
    constrained geographic areas where these
  • 00:46:44
    things can operate and I think that way
  • 00:46:46
    is good you'll develop trust and your
  • 00:46:49
    develop experience on all sides
  • 00:46:51
    everybody gets familiar and then you'll
  • 00:46:54
    just grow to borrow Cydia virally right
  • 00:46:57
    they'll grow virally and we know virally
  • 00:47:00
    it could be really effective right so
  • 00:47:02
    you start small you just kind of grow it
  • 00:47:03
    to some mass point at some point in the
  • 00:47:05
    future which leads is pure speculation
  • 00:47:07
    at this point yeah I completely agree
  • 00:47:10
    you have to look at is the technology
  • 00:47:12
    ready and in what circumstances and then
  • 00:47:16
    you have to look at are the regulator's
  • 00:47:17
    ready and are the consumers ready and
  • 00:47:19
    has is the city ready right and so you
  • 00:47:22
    know when will level-5 be ready from a
  • 00:47:25
    strict technology perspective if you
  • 00:47:28
    don't have the levels memorized level
  • 00:47:30
    five is you know can work anywhere that
  • 00:47:32
    a car can work under all weather
  • 00:47:34
    conditions I don't think that's actually
  • 00:47:37
    the right question I think you have to
  • 00:47:39
    look at where is our technology
  • 00:47:40
    readiness where is our city reception
  • 00:47:43
    and where the consumers want it and the
  • 00:47:46
    technology is very hard it's there's a
  • 00:47:48
    lot to build in the software again to be
  • 00:47:51
    able to handle all conditions and not
  • 00:47:54
    just the use case for example delivery
  • 00:47:58
    vehicles in non crowded places there
  • 00:48:00
    someone else asked about trucks long
  • 00:48:02
    haul trucking an easier problem to solve
  • 00:48:04
    because there are a number of schemes
  • 00:48:06
    were you know while the driver is
  • 00:48:08
    sleeping on the highway economy could
  • 00:48:11
    take over and much like autopilot in
  • 00:48:13
    planes you know this concept of
  • 00:48:15
    autopilot when somebody needs some show
  • 00:48:18
    or needs is distracted you know highways
  • 00:48:21
    are pretty straight you tend not to have
  • 00:48:22
    dogs cats and rodents cruising around
  • 00:48:25
    and people in crosswalks so highways
  • 00:48:28
    some would argue is a is a safer use
  • 00:48:31
    case so I think it's it's hard to say
  • 00:48:32
    when will it be ready everywhere and you
  • 00:48:35
    know the question is do we really want
  • 00:48:37
    all cities to go autonomous everywhere I
  • 00:48:39
    still ride my bike on the weekends I'm
  • 00:48:40
    not going to take an autonomous vehicle
  • 00:48:42
    in the weekends I you know I take
  • 00:48:44
    different transportation based on what I
  • 00:48:46
    want to take and again I think the
  • 00:48:47
    supply you can't forget about the supply
  • 00:48:51
    limitation there is not this world where
  • 00:48:52
    cities suddenly become all autonomous
  • 00:48:54
    with the exception of Singapore wanting
  • 00:48:57
    to do that or somewhere in the Middle
  • 00:48:58
    East but I don't think in the u.s. we're
  • 00:49:01
    gonna suddenly see autonomous cities
  • 00:49:03
    except for theme parks one could argue
  • 00:49:04
    today theme parks have rides that go
  • 00:49:07
    around and take you around and their
  • 00:49:09
    little trains and their sky rides and
  • 00:49:11
    you know you see that theme parks but
  • 00:49:13
    and I think on campuses you're already
  • 00:49:16
    seeing autonomous vehicles that are
  • 00:49:17
    cruising around either delivering
  • 00:49:19
    people's mail or or giving people
  • 00:49:22
    arrived from one end of the campus to
  • 00:49:23
    the other one do you have any crystal
  • 00:49:25
    ball inside vehicle person but what
  • 00:49:29
    really strikes me is that the
  • 00:49:31
    environments in which these vehicles
  • 00:49:33
    operate are going to dictate the level
  • 00:49:35
    of safety that you can guarantee and
  • 00:49:37
    therefore it's going to be a sort of an
  • 00:49:38
    incremental from simpler as they were
  • 00:49:40
    being as it was being said to more
  • 00:49:42
    difficult there is no question that you
  • 00:49:44
    know getting in a way more car in a test
  • 00:49:46
    track with a bunch of cones at whatever
  • 00:49:47
    speed is is quite a bit simpler than
  • 00:49:50
    getting into you know Rome at 4:00 p.m.
  • 00:49:53
    with pedestrians and people driving like
  • 00:49:55
    crazy right the city so I think the
  • 00:49:58
    environment the conditions and
  • 00:49:59
    everything else plays a role and I think
  • 00:50:01
    we'll see you know sort of progressive
  • 00:50:03
    introduction in in simpler settings
  • 00:50:06
    first and more complicated later on
  • 00:50:08
    while we build a database of knowledge
  • 00:50:10
    safety we guarantee some support I I was
  • 00:50:13
    hoping to have something I'm still
  • 00:50:15
    hoping by the time I can outdrive
  • 00:50:17
    anymore and Laurie wants to take my
  • 00:50:18
    license away
  • 00:50:19
    I will be able to have
Tags
  • Smart Cities
  • Urban Mobility
  • Transportation Systems
  • Autonomous Vehicles
  • Infrastructure Readiness
  • Safety Regulations