2021-12-23

2021-12-23

December 24, 2021 blue; text-decoration:

                                                      blue;
                                                      text-decoration:
                                                      none;">48th
                                                      edition of the
                                                      9th year of
                                                      SmartDrivingCars
                                                      eLetter

GM Fires Cruise CEO Over The Robotaxi Vs Personal Car Battle Writ Large

B. Templeton, Dec.  20, “One of the key debates over the future of self-driving cars is how much of it will be robotaxis — Uber UBER +2.5%-style services which sell rides rather than cars, and how much will be sales of personal self-driving cars to private owners. This week this battle was prominent in the firing of Cruise CEO Dan Ammann by Mary Barra, CEO of GM over conflicts on this question. Amman saw a “robotaxi first” strategy with an IPO to capitalize on strong market interest in that business. Barra wanted Cruise to put more focus on technologies that could be used in GM’s traditional product lines.”  Read more  Hmmmm… I guess that Brad has the inside information on Dan’s firing. Nobody ever tells me anything that isn’t public, so I can’t really comment; however…

My perspective has been since near “the beginning” that automated driving technologies have two largely orthogonal (very different) markets:

  • as Comfort&Convenience features for consumer-owned “conventional” automobiles. A long time ago I chose to call cars with these features “Self-driving Cars”, and

  • Cost-reducing and Quality-of-Service improving features to fleet operators focused on providing mobility (as a service) to people (some call this “transit”) and/or things (for example package delivery). I’ve called these Driverless cars or aTaxis (autonomousTaxis or automatedTaxis, your call.)

These are fundamentally different markets.

It can be envisioned that the Self-driving variety is a natural market for traditional OEMs,  I’ve flippantly called this technology today’s Chrome & Fins that will propel customers into showrooms (or on-line to buy, buy, buy).  I’ll argue that these Comfort&Convenience features, named “autoPilot” and “FSD”, may well have been one of, if not the, fundamental brilliance(s) that fueled Elon’s success with Tesla.

Even with all the regulatory challenges that these Comfort&Convenience features have piled on Elon, he hasn’t backed off his use of these “Chrome&Fins” which are largely Bling Substance.

GM is even aggressively promoting its SuperCruise “Chrome&Fins” and Daimler is touting its “Level 3 drivePilot

                                                      "Chrome&Fins".

Consequently, it would not be surprising for a leader founded on traditional OEM business models to aggressively pursue the development of Chrome&Fins, especially when, once sold to the customer, the future liability exposure to the OEM for any mis-use or tarnishing of the Chrome&Fins is expected to be minimal.

Unfortunately, the technology associated with Driverless is enormously different because it is Not for show, it has to be for go from the very beginning.  It only delivers its promised value… more affordable, higher-quality mobility… if it actually works.  And works, not just in the showroom, but during its entire lifespan. And , if it doesn’t then the producer of the technology as well as the operator of the technology, will bear some, if not most/all of the liability risk.

Thus, Driverless is a substantially different challenge that Self-driving and it is not at all surprising that an individual focused on doing driverless, would have little patience with an individual focused on doing Self-driving.

Self-driving doesn’t really have to work so you can be sloppy and still “make a buck”.

Sloppy with Driverless and you’re out of business… ask  Uber .. $120B v $60B  “sells” to Aurora

Moreover, I’ve written for a very long time that there is no feasible market (neither profitable or non-profitable) for the sale of driverless cars to individual consumers. First, who would buy a car that one can’t drive, but more importantly, no OEM is going to backstop the liability associated with a car traveling all by itself without a responsible person in the car. Regulators will never allow it, OEMs will never embrace the responsibility (Elon hasn’t even come close, read the fine print) .  End of story.

Finally, as many others have written, it is not at all obvious that Driverless evolves from Self-driving. Since self-driving fundamentally includes having the driver in the loop as the responsible entity, Self-driving is able, from the get go, to be “sloppy” in its functionality.

Driverless, can’t afford to be “sloppy” or cut corners from the very beginning. That mindset must endure throughout. Lack of that mindset may have gotten Uber in trouble in the first place and may be ingrained in Pony.ai, EasyMile and others.

It simply may not be all that easy or appropriate to to try to clean up technology that has relied on a human driver as a back up to build one that from the beginning must recognized that crutch is not available nowhere, no how.  Alain

SmartDrivingCars Pod-Cast Episode 247, Zoom-Cast Episode 247 Self-Driving

                                                      &
                                                      Driverless are
                                                      like Oil &
                                                      Vinegar...
                                                      largely
                                                      Orthogonal.

###

###

F. Fishkin, Dec. 23, “In episode 247 of Smart Driving Cars: a shift at GM’s Cruise as the the CEO is fired? Tesla faces editorial fire.   While Waymo posts about bringing the next generation Waymo Driver to trucking. Plus more on the push for safe, equitable, affordable, high-quality mobility in New Jersey. Join Princeton’s Alain Kornhauser and co-host Fred Fishkin.” Technical support provided by: https://www.cartsmobility.com/

                                                      The
                                                      SmartDrivingCars
                                                      eLetter,
                                                      Pod-Casts,
                                                      Zoom-Casts and
                                                      Zoom-inars are
                                                      made possible
                                                      in part by
                                                      support from
                                                      the Smart
                                                      Transportation
                                                      and Technology
                                                      ETF, symbol
                                                      MOTO.   For
                                                      more
                                                      information: [www.motoetf.com](https://www.smartetfs.com/).  Most funding is
                                                      supplied by
                                                      Princeton
                                                      University's
                                                      Department of
                                                      Operations
                                                      Research &
                                                      Financial
                                                      Engineering
                                                      and Princeton
                                                      Autonomous
                                                      Vehicle
                                                      Engineering
                                                      (PAVE)
                                                      research
                                                      laboratory as
                                                      part of its
                                                      research
                                                      dissemination
                                                      initiative

###

###

Barra dismissed Cruise CEO Dan Ammann over mission, IPO timing, report says

D. Welsh, Dec. 19, “… What seemed abrupt to outsiders and people working at Cruise had been building for months. The two executives didn’t agree on how to focus the breakthrough self-driving technology that the Silicon Valley unit is preparing to launch with a taxi service…“  Read more  Hmmmm… Another good article about this break-up and the struggle between initiatives that have a human as the responsible entity versus having a software/hardware/sensor/actuator stack as the responsible entity.  For Driverless, the Automated Collision Avoidance aspects need to be near perfect.  For Self-driving, not so much. For Driverless, rules of the road are largely sacrosanct. For self-driving, you’re damned if you you don’t let the driver be the driver, mis-behavior and all.  Two businesses that are largely orthogonal to each other. Alain

Editorial: Slam the brakes on Tesla’s self-driving madness

pinion, Dec. 20, “In recent years, some Tesla owners have had the option to buy a $10,000 software upgrade to test what the company calls its “Full Self-Driving” package, essentially making ordinary drivers on public roads part of a vast experiment of the company’s autonomous vehicle technology. The problem is, unlike a real experiment, this one lacks oversight to track successes and failures, and — most importantly — to ensure public safety.

                                                      It's time for
                                                      state and
                                                      federal
                                                      regulators to
                                                      step in. ...

… If the cars are not automated enough to be regulated as autonomous vehicles, then Tesla should not be allowed to market the technology as “Full Self-Driving.”

“I can call my umbrella a parachute, but that doesn’t make it true. It just makes it more dangerous,” notes Bryant Walker Smith, an expert in autonomous vehicle law at the University of South Carolina.” …” Read more  Hmmmm…Well said!  Since this is testing on public roads, the public has a right to know and to weigh in; else, the testing can be done on private property or in simulation, but good luck with learning very much.

I love Bryant Walker Smith’s umbrella analogy.  😎 Alain

Tesla test drivers believe they’re on a mission to make driving safer for everyone. Skeptics say they’re a safety hazard

 R.Albergotti, Dec. 20, “ Kevin Smith has a love-hate relationship with driving. He was rear-ended twice in a short span of time, his daughter crashed her car weeks after getting her drivers license and his mother chose to surrender hers after she started missing red lights.

                                                      "I felt like I
                                                      needed better
                                                      driver
                                                      assistance or
                                                      I was going to
                                                      have a panic
                                                      attack," he
                                                      said.

                                                      Smith is now
                                                      part of a
                                                      group of at
                                                      least 12,000
                                                      beta testers
                                                      for Tesla's
                                                      polarizing
                                                      "Full
                                                      Self-Driving"
                                                      software,
                                                      which can
                                                      attempt many
                                                      everyday
                                                      driving tasks,
                                                      albeit
                                                      sometimes
                                                      unpredictably.
                                                      Despite its
                                                      flaws, Smith
                                                      believes it's
                                                      safer. He is
                                                      willing to
                                                      take on the
                                                      task even if
                                                      he knows he
                                                      might have to
                                                      intervene when
                                                      software makes
                                                      mistakes:
                                                      running a red
                                                      light, driving
                                                      onto
                                                      light-rail
                                                      tracks or
                                                      nearly
                                                      striking a
                                                      person in a
                                                      crosswalk, all
                                                      scenarios that
                                                      beta testers
                                                      interviewed by
                                                      The Washington
                                                      Post have
                                                      encountered on
                                                      the road... "
                                                      [Read more](https://www.washingtonpost.com/technology/2021/12/21/tesla-test-drivers/)  Hmmmm...All likely true; however, Why
                                                      over-sell it.
                                                      A little
                                                      humility and
                                                      cooperation
                                                      with the
                                                      public would
                                                      go a long way
                                                      to benefit
                                                      everyone.

Is a name like “Imperfect Driver Assistance” all that bad.  People actually prefer when reality exceeds expectations and are really disappointed when reversed.  Try it Elon.   You may be pleasantly surprised. Plus you can afford to make a mistake here. Alain

Public Streets Are the Lab for Self-Driving Experiments

R. Furchgott, Dec. 23, “… The answer is that there is no federal regulation to stop Tesla — or the many other autonomous vehicle companies — from using public streets as a laboratory. As long as a driver is ready to take over, the only thing that prevents a company from putting an experimental autonomous vehicle on a public road is the threat of a lawsuit or bad publicity….” Read more  Hmmmm… Another view of the LA Times Opinion that doesn’t realize the enormous difference between Self-driving (human necessarily in the loop all the time) and Driverless (human necessarily NOT in the loop all of the time). Also, one should never test Driverless on public streets without close human oversight. Alain

Designed to deliver: Bringing the benefits of our 5th generation hardware to trucking

J. Jeyachandran, Dec. 20, “At Waymo, we’re developing one core autonomous driving platform—the Waymo Driver—consisting of hardware and software, which builds the foundations of a Driver that can scale across multiple geographies, vehicle types, and use cases. Because we engineer an autonomous driver that can navigate these different modalities side by side, system requirements and skills learned from one vehicle platform benefit the other, and vice versa. As more of the first fully redundant, L4 Freightliner Cascadia trucks operated by the Waymo Driver begin hitting the road, we wanted to share how we’ve designed and engineered our fifth-generation hardware specifically for the rugged life of Class 8 trucking….” Read more  Hmmmm… Very nice information about the technology, but essentially nothing about the “…benefits…to trucking.”

Trucking is a business where Return-on-Investment (RoI) Talks while Bling Walks. Exactly how is this “5th generation” going to improve Returns and what’s it going to Cost?   Since no hint is provided, this post can’t be targeted to the customer, the Class 8 trucking companies who would employ this technology.

It must instead be targeted to the investment community looking to flip what they’ve funded. Alain

Tesla Model Y achieves highest possible IIHS safety rating

                                                      F. lambert,
                                                      Dec.. 21, "The
                                                      Insurance
                                                      Institute for
                                                      Highway Safety
                                                      (IIHS), the
                                                      main
                                                      independent
                                                      organization
                                                      that conducts
                                                      crash tests on
                                                      vehicles in
                                                      the US,
                                                      released the
                                                      result of its
                                                      latest tests
                                                      on the Tesla
                                                      Model Y and
                                                      confirmed that
                                                      it achieved
                                                      the highest
                                                      possible
                                                      safety
                                                      rating..." [Read more](https://electrek.co/2021/12/21/tesla-model-y-achieves-highest-possible-iihs-safety-rating/)  Hmmmm...  See [videos 1](https://youtu.be/5G1dF392iys) & [2](https://youtu.be/r1j6_9CJNjg.).  What a shame.  If only Elon
                                                      would back off
                                                      and call
                                                      FSD... "Imperfect
                                                      Driver
                                                      Assistance",
                                                      or the like,
                                                      and [stop letting people play video games](https://electrek.co/2021/12/22/nhtsa-launches-official-probe-into-tesla-drivers-playing-video-games/) or
                                                      watch movies
                                                      while the car
                                                      is moving, he
                                                      could become
                                                      even richer
                                                      and become
                                                      even more
                                                      liked.  What a
                                                      shame!  Alain

+++++++++++++++++++

                                                      December
                                                      11, 2021
                                                      blue;
                                                      text-decoration:
                                                      none;">

                                                      [REQUEST FOR EXPRESSION OF INTEREST: Trenton MOVES](https://d31hzlhk6di2h5.cloudfront.net/20211206/7b/67/1d/92/27ba0772be5390c912cc007e/Trenton_MOVES_RFEI.pdf)

P, Murphy, Dec. 6, “The New Jersey Department of Transportation (“NJDOT”), an instrumentality of the State of New Jersey, has issued a Request for Expression of Interest (“RFEI”) to identify experienced firms capable of introducing a safe, equitable, affordable, sustainable, and efficient on-demand

                                                      automated
                                                      vehicle
                                                      mobility
                                                      systems in and
                                                      beyond
                                                      Trenton, NJ.

NJDOT is soliciting written Expression of interest from qualified and experienced vendors to gain valuable insight from the private industry regarding the goals set forth in the Trenton MOVES (Mobility & Opportunity: Vehicles Equity System) potential project and assess its viability.

If and when NJDOT elects to proceed with a potential project, NJDOT may issue formal Request(s) for Qualifications or Proposals.

                                                      The RFEI is
                                                      available to
                                                      be downloaded
                                                      at https://www.nj.gov/transportation/business/procurement/ems/current.shtm...
  1. Potential Project Summary

                                                       The State of
                                                       New Jersey is
                                                       exploring a
                                                       transportation
                                                       equity and
                                                       sustainable
                                                       energy
                                                       opportunity
                                                       within the
                                                       capital city
                                                       of Trenton.
                                                       Trenton MOVES
                                                       (Mobility
                                                       &
                                                       Opportunity:
                                                       Vehicles
                                                       Equity System)
                                                       will be led by
                                                       the Governor's
                                                       Office, NJ
                                                       Department of Transportation, the City of Trenton, and one or more institutions of
                                                       higher
                                                       education.
    
                                                       Trenton MOVES
                                                       is exploring
                                                       the
                                                       feasibility of
                                                       deploying ~100
                                                       AVs to serve
                                                       as lowcapacity
                                                       (4-8
                                                       passenger),
                                                       high-quality
                                                       (on-demand,
                                                       kiosk-to-kiosk)
                                                       shuttles to
                                                       serve the
                                                       90,000
                                                       residents who
                                                       live in the
                                                       City of
                                                       Trenton's 8
                                                       square miles.
                                                       The effort
                                                       will be phased
                                                       in over two
                                                       (2) years and
                                                       will serve the
                                                       population of
                                                       New Jersey's
                                                       capital city,
                                                       a population
                                                       where 70% of
                                                       households
                                                       have one or
                                                       fewer cars. A proof-of-concept Operational Design
    
                                                       Domain ("ODD")
                                                       is described
                                                       in Section
                                                       3.1. ...  "[Read more](https://d31hzlhk6di2h5.cloudfront.net/20211206/7b/67/1d/92/27ba0772be5390c912cc007e/Trenton_MOVES_RFEI.pdf)  Hmmmm...
                                                       How fantastic
                                                       is this!
                                                       Plus, [Governor Phil Murphy's Press Release announcing Trenton MOVES](https://www.dropbox.com/s/jqvixybcx3xa0bo/GovMurpgyTrentonMOVES_Press%20Release_120621.pdf?dl=0).
                                                       All substance!!  I also
                                                       presented
                                                       relevant [testimony to NJ's Assembly Transportation Committee](https://www.dropbox.com/s/y2kxq6t2vnmf6dy/KornhauserTestimonyA5681v2.docx?dl=0)
                                                       Thursday
                                                       morning.  An
                                                       ALK trifecta
                                                       this week😁.
                                                       The "welcoming
                                                       environment"
                                                       now exists in
                                                       New Jersey.
                                                       We are no
                                                       longer tied
                                                       for last with
                                                       Mississippi as
                                                       was reported
                                                       at last week's
                                                       Florida AV
                                                       Conference.
                                                       We're looking
                                                       like "first in
                                                       the world"
                                                       focused on
                                                       substantive
                                                       deployment to
                                                       real
                                                       customers.
                                                       We've built
                                                       the "[Field of Dreams](https://www.imdb.com/title/tt0097351/)"
                                                       and awaiting
                                                       the technology
                                                       "to come".  We
                                                       only need
                                                       one!  Or we'll
                                                       assemble
                                                       volunteers
                                                       (and[not hostages as Mike Tomlin would put it](https://www.si.com/nfl/steelers/news/pittsburgh-steelers-mike-tomlin-addresses-melvin-ingram-trade))
                                                       and build a
                                                       winning team
                                                       ourselves.😎
                                                       Alain
    

Orf 467F21 Symposium: Evolutionary Deployment of a State-wide aTaxis system starting from MyVillage

                                                      J. Woll'22, A.
                                                      Lau'23, M.
                                                      Wasserman'22,
                                                      C. Larson'22,
                                                      J. Sun'23,
                                                      Dec. 10,
                                                      "Slides of:
                                                      Making It
                                                      Happen":
                                                      Hawaii -
                                                      California -
                                                      Washington -
                                                      Florida -
                                                      Connecticut" [Read more](https://docs.google.com/presentation/d/1eE91cabQccyLE7B7suyQp63mKmhQHlEM6g29qf_b2gc/edit#slide=id.g35f391192_00)  Hmmmm...[Video of Presentation](https://drive.google.com/file/d/1Y268gtmYa3l1tNLrzNPKqYFCl6NtfKwX/view?usp=sharing),
                                                      [Slides](https://docs.google.com/presentation/d/1eE91cabQccyLE7B7suyQp63mKmhQHlEM6g29qf_b2gc/edit?usp=sharing),
                                                      [Report Format](https://www.dropbox.com/s/fp615tv61rt7xnb/Orf467F21FinalProjectSuggested%20Format.pdf?dl=0).  I
                                                      couldn't be
                                                      more proud.
                                                      Also check out
                                                      [Pod-Cast Episode 246](https://anchor.fm/smartdrivingcars/episodes/Smart-Driving-Cars-Episode-246-Autonomous-Affordable-Mobility-Beyond-Trenton-e1bqig0),
                                                      [Zoom-Cast Episode 246](https://youtu.be/nNl5mZNESf4)
                                                      w/Jack
                                                      Woll'22, Jason
                                                      Sun'232, and
                                                      Connor
                                                      Larson'22😁  Alain

Trenton MOVES: Community Engagement Update

                                                      J. He, Dec.
                                                      15, "Vignettes
                                                      from Community
                                                      Engagement
                                                      "focus
                                                      groups".  [Read more](https://www.dropbox.com/s/bj5hkv36r1cm61j/1215_TrentonMOVES_CommunityEngagement_UpdateV1.0-1.pdf?dl=0)  Hmmmm...
                                                      Why Trenton!
                                                      Alain

5th Annual SmartDrivingCars Summit: Deployment of Equitable Affordable, High Quality Mobility throughout New Jersey

Date Change:   Thursday evening, May 5, through Saturday May 7, 2022.  Live in Trenton, New Jersey.

“Everything” was going well wrt the 5th Summit Nov 18->20; however…

Time is very short, we must focus on the election and the realities of where we remain with Covid really put cold water on some aspects of our vision for November.

Consequently. I’ve become convinced that it is very much better, that we take our time and reschedule for the first week on May 2022 rather than rush for what isn’t as good as could be.

By May we will have received responses to our upcoming https://www.cartsmobility.com/ for “Equitable … Mobility in Trenton”. We will thus have a better idea on “Who”,  from the “What & How” communities, “Want & Can” Deploy “Equitable … Mobility” starting in Trenton with real expectations of scaling throughout New Jersey.

                                                      In May the [5th Summit](https://www.cartsmobility.com/summit)
                                                      can better
                                                      achieve its
                                                      fundamental
                                                      purpose by
                                                      allowing all
                                                      of us in New
                                                      Jersey to
                                                      better learn
                                                      from others
                                                      around the
                                                      world  the
                                                      "Whats &
                                                      Hows" and have
                                                      the possible
                                                      "Whos" get a
                                                      better
                                                      appreciation
                                                      of the "Equitable
                                                      ... Mobility"
                                                      desires
                                                      of Trentonians
                                                      and other New
                                                      Jersians.

Rescheduling the Summit to be between the RfI and the RfP steps of our Public-Private-Partnership (PPP) Deployment Process, will better enable our Community Engagement initiative to shape our ultimate deployment. We’ll thus deliver even better mobility equitably and best improve quality-of-life in Trenton and throughout New Jersey.

Please pencil into your calendar the new dates of  May 5 (Thursday evening) though May 7 (Trenton Mobility Festival Saturday). 😎   Please let me know if these dates work for you.

Sorry about the delay, but many will be relieved by this change. Plus, early May is really nice in NJ.😁

                                                      Alain

This 5th Summit is inspired by the many levels of public-sector, community and neighborhood welcoming and support that now exists in New Jersey for the deployment of equitable, affordable, high-quality mobility. This is now made possible by automated driving technology that is especially targeted to serve those who, for whatever reason, don’t have access to their own personal car.

The Princeton SDC Summits were initiated in 2017 to provide a venue for the open discussion of how technology, in particular automation, can be shaped to improve mobility of people and goods between and within cities. Early on, we realized that this form of mobility could easily provide yet another alternative to those who are fortunate enough to enjoy one or many high quality mobility options.

But, more importantly, it became obvious that substantial improvement in quality-of-life and equitable mobility can readily be made available to the un-served and under-served. Those who cannot drive themselves, cannot afford the transport alternatives that exist for them, or who live in areas where, for either economic or other reasons, neither public nor private desirable forms of transport are offered. Furthermore, such initial Operational Design Domains (OODs) can be readily expanded and replicated to allow the vast investments continuing to be made in this technology to actually yield their envisioned societal and financial benefits.

The recently completed 4th Summit set the groundwork for these initial deployments to benefit under-served communities. Communities with many households having access to one or fewer cars and with challenged transit alternatives. We concluded the 4th Summit by envisioning a deployment throughout Trenton, NJ, a community where 70% of the households have access to one or fewer cars.

We believe that Trenton is a perfect ODD to begin to deliver Equitable, Affordable, High-quality Mobility, in addition to being environmentally responsible, safe and comfortable.

The opportunity to expand throughout Mercer County and replicate this deployment scenario throughout the State exists. This deployment will  serves as a blueprint for the future for many other “Trentons” of this world.

The groundwork set by the 4th Summit and the NJ Autonomous Vehicle Task Force has enabled us to create a “most welcoming environment” in New Jersey for creating a Public-Private Partnership to deliver this enhanced mobility to the residents of Trenton and all New Jersians. The 5th Summit will focus directly on deploymentin Trenton and will take place in Trenton. We also envision its expansion throughout Mercer County and its replication in and around New Jersey’s other major cities.

The Technical portion of the summit will be in the morning, through lunch, of Friday, May 6 and Saturday, May 7.

Sessions will be free of charge but will require advance registration, as seating will be limited.

The Societal portion focused on engaging the customers of this form of mobility, featuring descriptions, discussions, interactions, exhibits and technology demonstrations, will be free and open to the public, with preference given to Trenton residents on Friday and residents of Mercer County and the rest of New Jersey on Saturday.  Link to Sponsorship Opportunities Link to Draft Program  Link to Registration

   4thAnnual PrincetonSmartDrivingCar Summit  It is over!!! Now time to actually do something in the Trentons of this world.

Making Driverless Happen: The Road Forward (Updated)

                                                      K. Pyle, April
                                                      18, "It's time
                                                      to hit the
                                                      start button,"
                                                       is [Fred Fishkin's](https://www.techstination.com/) succinct
                                                      way of
                                                      summarizing
                                                      the next steps
                                                      in the Smart
                                                      Driving Car
                                                      journey.
                                                      Fiskin, along
                                                      with the LA
                                                      Times' [Russ Mitchell](https://twitter.com/russ1mitchell?lang=en) co-produced
                                                      the final
                                                      session of
                                                      the [2021 Smart Driving Car Summit, Making It Happen: Part 2](https://orfe.princeton.edu/conferences/sdc/session/20210415).
                                                      This 16th and
                                                      final session
                                                      in this
                                                      multi-month
                                                      online
                                                      conference not
                                                      only provided
                                                      a s[ummary of the thought-provoking speakers](https://viodi.com/2021/04/18/making-driverless-happen-the-road-forward/),
                                                      but also
                                                      provided food
                                                      for thought on
                                                      a way forward
                                                      to bring
                                                      mobility to
                                                      "the Trentons
                                                      of the World."

                                                      Setting the
                                                      stage for this
                                                      final session,
                                                      Michael Sena
                                                      provided
                                                      highlights of
                                                      the Smart
                                                      Driving Car
                                                      journey that
                                                      started in
                                                      late December
                                                      2020.  Safety,
                                                      high-quality,
                                                      and affordable
                                                      mobility,
                                                      particularly
                                                      for those who
                                                      do not have
                                                      many options,
                                                      was a common
                                                      theme to the
                                                      2021 Smart
                                                      Driving Car
                                                      Summit. As
                                                      Princeton
                                                      Professor
                                                      Kornhauser,
                                                      the conference
                                                      organizer put
                                                      it,....." [Read more](https://viodi.com/2021/04/18/making-driverless-happen-the-road-forward/)  Hmmmm.... We had another
                                                      excellent
                                                      Session.
                                                      Thank you for
                                                      the summary,
                                                      Ken!  Alain

Ken Pyle’s Session Summaries of 4th Princeton SmartDrivingCar Summit:

15th Session    Making it Happen - Part One: Elected Officials’ Role in Creating a Welcoming Environment in the Trentons of this World

14th Session    What Will Power Safely-driven Cars

13th Session    Improving the Moving of Goods

12th Session    3/18/21 Human-centered Design of Safe and Affordable Driverless Mobility

11th Session    3/11/21 Incentivizing Through Regulation

10th Session    3/04/21 Incentivizing Through Insurance

9th Session    2/25/21  Can Level 3 be Delivered?

8th Session    2/18/21  Who Will Build, Sell and Maintain Driverless Cars?

    Michael Sena’s SlidesGlenn Mercer Slides

7th Session    2/11/21  Finally Doing It

6th Session    2/ 4/21   Safe Enough in the Operational Design Domain

5th Session    1/28/21   At the Tipping Point

4th Session 1/21/21  Why Customers are Buying Them

3rd Session    1/14/21 The SmartDrivingCars We Can Buy Today

2nd Session1/ 7/21  A Look into the Future1st Session:12/17/20Setting the Stage

Kornhauser & He, April 2021“Making it Happen:  A Proposal for Providing Affordable, High-quality, On-demand Mobility for All in the “Trentons” of this World”

Orf467F20_FinalReport “Analyzing Ride-Share Potential and Empty Repositioning Requirements of a Nationwide aTaxi System” Kornhauser & He, March 2021 “AV 101 + Trenton Affordable HQ Mobility Initiative”

###

Re-see:    Pop Up Metro USA Intro 09 2020

H. Poser’77, Sept 13, 2020. “Creating Value for Light Density Urban Rail Lines”  . See slides,  See video Hmmmm… Simply Brilliant.  Alain

Calendar of Upcoming

                                                      Events

5th Annual Princeton  SmartDrivingCar Summit

Spring 2022

Thursday (evening), May 5, Welcome Reception (Registration required)

Friday, May 6, Equitable Mobility Innovation Forum (Registration required)

Saturday, May 7, Equitable Mobility Festival (Open to All)

Trenton, NJ

Live in Person

On the More Technical Side http://orfe.princeton.edu/~alaink/SmartDrivingCars/Papers/

K. Lockean’s AV Research Group at U of Texas

and     The SYMPOSIUM ON THE FUTURE NETWORKED CAR 2021 VIRTUAL EVENT

 R. Shields, 22 - 25 March, “Recordings from the conference: Session 1 plus opening: (Regulatory): https://youtu.be/UcDC8gXiUFk

                                                      Session 2: ([Cybersecurity](https://youtu.be/ppp2hxlvebY)): [https://youtu.be/ppp2hxlvebY](https://youtu.be/ppp2hxlvebY)

                                                      Session 3: [(Automated Driving Systems](https://youtu.be/uL2dRHuX2Cc)): [https://youtu.be/uL2dRHuX2Cc](https://youtu.be/uL2dRHuX2Cc)

                                                      Session 4: [(Communications for ADS](https://www.youtube.com/watch?v=IFQcL6yfBso)) : [https://www.youtube.com/watch?v=IFQcL6yfBso](https://www.youtube.com/watch?v=IFQcL6yfBso) [Read more](https://www.itu.int/en/fnc/2021/Pages/default.aspx)  Hmmmm...
                                                      Russ, thank
                                                      you for
                                                      sharing!
                                                      Alain

###

These editions are sponsored by the SmartETFs Smart Transportation and Technology ETF, symbol MOTO. For more information head to www.motoetf.com

https://www.cartsmobility.com/ provides technical support

SmartDrivingCars Pod-Cast Episode 246, Zoom-Cast Episode 246w/Jack Woll’22, Jason Sun’23, and Connor Larson’22

###

###

F. Fishkin, Dec. 16, “Affordable autonomous mobility is what the State of New Jersey is aiming to bring to Trenton and beyond.   But the need is everywhere. Princeton Students Jack Woll, Jason Sun, and Connor Larson have been doing some research and join Alain Kornhauser and Fred Fishkin to explore. Plus…Pony AI, Aurora, Tesla and more.”

SmartDrivingCars Pod-Cast Episode 244, Zoom-Cast Episode 244 w/Michael Sena… Germany’s Automotive Industry in Transition

###

###

F. Fishkin, Dec. 2, “Germany’s Automotive Industry in Transition… Consultant and The Dispatcher publisher Michael Sena shares his insights on the rapid shifts taking in place in Germany and globally and what they will mean for mobility and transportation. Join us for episode 244 of Smart Driving Cars with Princeton’s Alain Kornhauser and co-host Fred Fishkin”.

SmartDrivingCars Pod-Cast Episode 243, Zoom-Cast Episode 243 Progress with Driverless

###

###

F. Fishkin, Nov. 26, “AutoX advances with fully driverless RoboTaxis in China, Gatik and Walmart are doing full driverless deliveries in Arkansas, Tesla full self driving custsomers have to agree to company access to video inside and out.  Join Princeton’s Alain Kornhauser and co-host Fred Fishkin for that and more on Episode 243 of Smart Driving Cars”.

SmartDrivingCars Pod-Cast Episode 242, Zoom-Cast Episode 242 w/Gabe Hinton & Dick Mudge

###

###

F. Fishkin, Nov. 16, “LexisNexis Risk Solutions has determined that advanced driver assistance systems are helping insurers. Should they lower premiums? Senior Scientist and researcher Gabe Hinton joins Princeton’s Alain Kornhauser, co-host Fred Fishkin and Dick Mudge from Compass Transportation and Technology for a look at the issues.

SmartDrivingCars Pod-Cast Episode 241, Zoom-Cast Episode 241 w/Danny Shapiro, nVIDIA

###

###

F. Fishkin, Nov. 11, “NVIDIA’s GTC GPU Technology Conference was filled with innovations that can change lives…and save lives. The company’s CEO declared someday everything that moves will be autonomous…either fully or mostly. NVIDIA Automotive VP Danny Shapiro joins Alain Kornhauser and Fred Fishkin for the latest Smart Driving Cars. “

SmartDrivingCars Pod-Cast Episode 240, Zoom-Cast Episode 240 AEB&FSD

###

###

F. Fishkin, Nov. 6, “Tesla, full self driving and the need for a fix.   Cruise goes driverless in San Francisco, Waymo Driver heads to NYC while Aurora debuts on Wall Street. That and more in episode 240 of Smart Driving Cars with Princeton’s Alain Kornhauser and co-host Fred Fishkin. “

SmartDrivingCars Pod-Cast Episode 239, Zoom-Cast Episode 239 w/Michael Sena, Editor of The Dispatcher

###

###

F. Fishkin, Oct 28, “Will there be an uprising if a crush of electric vehicles results in overwhelmed power grids? The Dispatcher publisher Michael Sena joins Princeton’s Alain Kornhauser & co-host Fred Fishkin to dive into the issues. Plus the latest on Tesla, the Hertz and Uber deals and more.”

SmartDrivingCars Pod-Cast Episode 238, Zoom-Cast Episode 238 w/Chunk Mui, Futurist

###

###

F. Fishkin,Oct 18, “With his new book “A Brief History of a Perfect Future..Inventing the World We Can Proudly Leave Our Kids by 2050”, author and futurist Chunka Mui informs us how rapidly advancing technology can solve many problems including mobility and transportation. The questions? And a surprise offer from Chunka (keep watching) …in Episode 238 of Smart Driving Cars with Princeton’s Alain Kornhauser & co-host Fred Fishkin.   Or you can listen to episode 238 of Smart Driving Cars”.

SmartDrivingCars Pod-Cast Episode 237, Zoom-Cast Episode 237 Aurora aTaxi  & aTrucking

###

F. Fishkin,Oct 18, “Aurora is planning subscription services for autonomous trucking & ride hailing. Passenger buttons to stop and start are part of Motional’s planned self driving taxi experience. And Tesla’s Texas insurance rates to be based on real time driving behavior. Plus more in Episode 237 of Smart Driving Cars with Princeton’s Alain Kornhauser & co-host Fred Fishkin.”

SmartDrivingCars Pod-Cast Episode 236, Zoom-Cast Episode 236 w/Russ Mitchell, LA Times Staff Writer

###

F. Fishkin, Sept. 30, “The Tesla automatic braking mystery.  Los Angeles Times reporter Russ Mitchell joins Princeton’s Alain Kornhauser and co-host Fred Fishkin to to explore the questions surrounding automatic emergency braking in Teslas and other cars. The systems have to work before there can be autonomous mobility. Plus GM unveils Ultra Cruise, the 5th annual Princeton Smart Driving Car Summit moves to May and actor William Shatner prepares for liftoff.”

SmartDrivingCars Pod-Cast Episode 235, Zoom-Cast Episode 235 w/Michael Sena, Editor, The Dispatcher

###

F. Fishkin, Sept. 30, “So what is a car company? Appearances can be deceiving. Join The Dispatcher publisher & consultant Michael Sena on Episode 235 of Smart Driving Cars with Princeton’s Alain Kornhauser & co-host Fred Fishkin. Plus much more on the upcoming summit and mobility for all… “

SmartDrivingCars Pod-Cast Episode 234, Zoom-Cast Episode 234 1st Preview of 5th Princeton SmartDrivingCar Summit

###

F. Fishkin, Sept. 26, “Tesla reportedly has built 300 thousand cars in Shanghai so far this year despite the chip shortage. FedEx & Aurora partner for autonomous trucking in Texas.   And dramatic developments in advance of the upcoming 5th annual Princeton Smart Driving Car Summit. Join Princeton’s Alain Kornhauser and co-host Fred Fishkin.  Tune in to Smart Driving Cars… and subscribe..”

SmartDrivingCars Pod-Cast Episode 233, Zoom-Cast Episode 233 w Prof. Adriano Alessandriniat the U. of Florence

###

                                                      F. Fishkin,
                                                      Sept. 18 "What
                                                      will it take
                                                      to deliver
                                                      autonomous
                                                      mobility for
                                                      all?  For one
                                                      thing,
                                                      improved road
                                                      systems,  says
                                                      Professor
                                                      Adriano
                                                      Alessandrini
                                                      at the
                                                      University of
                                                      Florence.
                                                      The author of
                                                      The Role of
                                                      Infrastructure
                                                      for a Safe
                                                      Transition to
                                                      Automated
                                                      Driving joins
                                                      Princeton's
                                                      Alain
                                                      Kornhauser
                                                      & co-host
                                                      Fred Fishkin
                                                      for a spirited
                                                      discussion on
                                                      that, plus
                                                      Waymo and new
                                                      details on
                                                      bringing new
                                                      mobility to
                                                      New Jersey and
                                                      the upcoming
                                                      Princeton
                                                      Smart Driving
                                                      Car SmartDrivingCars
                                                      [Pod-Cast Episode 232](https://anchor.fm/smartdrivingcars/episodes/Smart-Driving-Cars-Episode-232-Can-cameras-alone-get-to-driverless-mobility-e16tilm)[,](https://soundcloud.com/smartdrivingcar/smart-driving-cars-230-with-tim-higgins-author-of-power-play) [Zoom-Cast Episode 232](https://www.youtube.com/watch?v=PeGxqFemSWw)
                                                      w [Steven Shladover](https://path.berkeley.edu/steven-e-shladover)

###

F. Fishkin, Sept. 4 “Cameras alone aren’t enough to get Tesla or anyone else to driverless mobility.   So says UC Berkeley’s Steven Shladover, a leading autonomous vehicle research engineer.   He joins Princeton’s Alain Kornhauser and co-host Fred Fishkin for that plus the need for more regulation from Washington, Waymo, Cruise, Toyota, Motional and more.  Watch or listen to Smart Driving Cars Episode 232 and subscribe!”

SmartDrivingCars Pod-Cast Episode 231, Zoom-Cast Episode 231 w Michael Sena, Creator of The Dispatcher

###

F. Fishkin, Aug 27, “What’s wrong with the concept of building electric vehicles on a skateboard type platform? Consultant and The Dispatcher publisher Michael Sena joins Princeton’s Alain Kornhauser and co-host Fred Fishkin for that…plus Tesla, Waymo and more. And the next Princeton Smart Driving Cars Summit is on the way. Watch or listen…and subscribe! Or listen.”

SmartDrivingCars Pod-Cast Episode 230, Zoom-Cast Episode 230 w/Tim Higgins, author: POWER PLAY: Tesla, Elon Musk and the Bet of the Century

###

F. Fishkin, Aug 21, “Teslas, Humanoids and Elevators! What Elon Musk and Tesla delivered at AI Day 2021 was insight into the company’s remarkable technology and that may boost recruiting efforts.  So says Princeton’s Alain Kornhauser who is joined by co-host Fred Fishkin and guest Tim Higgins of the Wall Street Journal, author of POWER PLAY… Tesla, Elon Musk and the Bet of the Century.   AI Day, the NHTSA investigation and Elon Musk hops on the elevator on Episode 230 of Smart Driving Cars!

                                                      Or you can
                                                      listen to
                                                      Episode 230 of
                                                      Smart Driving
                                                      Cars on
                                                      Tesla's AI Day
                                                      and more with
                                                      guest Tim
                                                      Higgins of the
                                                      Wall Street
                                                      Journal
                                                      ..author of [POWER PLAY... Tesla, Elon Musk and the Bet of the Century](https://anchor.fm/smartdrivingcars/episodes/Smart-Driving-Cars-Episode-230-Teslas--Humanoids-and-Elevators-e168g34).

SmartDrivingCars Pod-Cast Episode 229Zoom-Cast Episode 229 w/Russ Mitchell, Los Angeles Times

F. Fishkin, Aug 18, “With the National Highway Traffic Safety Administration having opened an investigation into Tesla autopilot crashes involving emergency vehicles…Los Angeles Times reporter Russ Mitchell joins Princeton’s Alain Kornhauser and co-host Fred Fishkin for a look at the issues facing Tesla and other vehicle makers.”

SmartDrivingCars Pod-Cast Episode 228Zoom-Cast Episode 228 Planes, Trains & Automobiles

F. Fishkin, Aug 13, “Planes, trains and automobiles. From battery powered electric light rail to the confusion over the difference between driver assistance and self driving to Amazon’s new 1.5 billion dollar U.S. air cargo hub…the focus is on the latest in mobility. Join Princeton’s Alain Kornhauser and co-host Fred Fishkin for episode 228 of Smart Driving Cars. “

SmartDrivingCars Pod-Cast Episode 226, Zoom-Cast Episode 226 w/Tim Higgins, author: POWER PLAY: Tesla, Elon Musk and the Bet of the Century

###

F. Fishkin, July 22, “The Wall Street Journal’s Tim Higgins has a new book arriving August 3rd titled POWER PLAY: Tesla, Elon Musk and the Bet of the Century.   You can bet it’s a lively discussion with Tim on the latest Smart Driving Cars with Princeton’s Alain Kornhauser & co-host Fred Fishkin.    Or listen..  https://soundcloud.com/smartdrivingcar/smart-driving-cars-226-with-tim-higgins-author-of-power-play.

SmartDrivingCars Pod-Cast Episode 225Zoom-Cast Episode 225 w/Kevin Biesty, Deputy Director for Policy @ Arizona DoT

F. Fishkin, July 22, “Chandler, Arizona is the one place where paying customers can take advantage of driverless robo-taxis (from Waymo) to get where they are going.   How did that happen?  What does the future hold? Kevin Biesty, Arizona’s Deputy Director for Policy at the Department of Transportation,  joins Princeton’s Alain Kornhauser & co-host Fred Fishkin for an in depth discussion. Plus.. Ford, Argo, Lyft, Tesla, Mercedes & more. “

SmartDrivingCars Pod-Cast Episode 224Zoom-Cast Episode 224  w/Selika Josiah Talbot, Principal, Autonomous Vehicle Consulting

F. Fishkin, July 19, “Does there need to be a White House appointed autonomous and electric vehicle  czar to open up new mobility possibilities for all? That’s the view of Selika Josiah Talbott..a government veteran who now heads Autonomous Vehicle Consulting and lectures at American University. She joins Princeton’s Alain Kornhauser & co-host Fred Fishkin for a deeper look at how the technology can be deployed to improve lives.

SmartDrivingCars Pod-Cast Episode 223Zoom-Cast Episode 223  w/Richard Mudge, Compass Transp.  & Baruch Feigenbaum, Reason Foundation

F. Fishkin, July 15, “Can Tesla (and others) make automatic emergency braking work? Princeton’s Alain Kornhauser continues his push and is joined by the Reason Foundation’s Baruch Feigenbaum and Compass Transportation & Technology President Dick Mudge along with co-host Fred Fishkin to explore this week’ss Transportation Research Board sessions. “

SmartDrivingCars Pod-Cast Episode 222Zoom-Cast Episode 222

F. Fishkin, July 11, “Is it time for autopilot to not break the law? Princeton’s Alain Kornhauser says yes.  And if technology can save lives, prevent injuries and crashes shouldn’t it? Plus Richard Branson, Jeff Bezos, Waymo, VW and more on Episode 222 of Smart Driving Cars with co-host Fred Fishkin. “

SmartDrivingCars Pod-Cast Episode 221Zoom-Cast Episode 221   w/Mark Rosekind, Chief Safety Innovation Officer, Zoox

F. Fishkin, July 1, “With Zoox the Amazon owned autonomous mobility company out with a comprehensive safety report.. Chief Safety Innovation Officer Dr. Mark Rosekind joins Princeton’s Alain Kornhauser and co-host Fred Fishkin. What is so different about the Zoox approach to building a vehicle and safety?   What is the company’s vision for future mobility and transportation. Dr. Rosekind fills us in on those issues and more.

SmartDrivingCars Pod-Cast Episode 220Zoom-Cast Episode 220    w/John Thornhill, Innovation Editor, Financial Times

F. Fishkin, July 1, “Sociology not technology will decide the electric car race. That’s a Financial Times headline from a piece written by Innovation Editor John Thornhill…who joins Princeton’s Alain Kornhauser and co-host Fred Fishkin for a lively discussion on that…plus Tesla…autonomous mobility and more.   John is also the founder of Sifted.eu.

Link to previous SDC PodCasts & ZoomCasts

Recent Highlights of:

###

                                                      December
                                                      17, 2021   [Pony.ai's permit to test driverless vehicles in California is suspended after crash](https://www.theverge.com/2021/12/14/22834496/pony-ai-av-test-permit-suspend-california-dmv-crash) A. Hawkins,
                                                      Dec. 14,
                                                      "Pony.ai, an
                                                      autonomous
                                                      vehicle
                                                      startup based
                                                      in Silicon
                                                      Valley and
                                                      Guangzhou,
                                                      China, is
                                                      temporarily
                                                      unable to test
                                                      driverless
                                                      vehicles in
                                                      California
                                                      after a
                                                      vehicle crash
                                                      led the
                                                      state's
                                                      Department of
                                                      Motor Vehicles
                                                      to suspend the
                                                      company's
                                                      testing
                                                      permit.

                                                      Pony.ai was
                                                      one of the few
                                                      companies
                                                      approved to
                                                      test fully
                                                      autonomous
                                                      vehicles
                                                      without safety
                                                      drivers behind
                                                      the steering
                                                      wheel on
                                                      public roads
                                                      in
                                                      California....

The permit was suspended after the company reported a crash to the DMV…. “ Read more  Hmmmm… Crash… not good!

Crash report “Driver’s Name”is blank Hummmm … ???

Crash report makes no mention of occupants or attendants.  Hummmm … Rest assured that “NJCrash reports of AVs” will include names of occupants, drivers and/or attendants. (One of the benefits of being “tied for last with Mississippi” for so long).

Also,  rest assured, that NJ will NOT permit the testing of AVs without an alert driver/attendant capable of “disengaging” the AV in an attempt to avert or mitigate a crash.

Finally.. what was Pony.ai thinking????  The objective/purpose of testing is to encounter situations where the car will crash if the driver/attendant fails to “disengage”. Encountering such situations might allow the AV system to be improved/fixed/corrected so when that situation is encountered in the future, the AV system will not crash and not need anyone to disengage it. Then you can get rid of the driver/attendant.

Testing is not over until the probability that a situation requiring disengagement by a driver/attendant is sufficiently rare such that the liability associated with such rare occurrences is substantially smaller that the the value captures by the increased mobility afforded by not having to pay the cost of an attendant/driver… period!!!!!

Certainly not an advanced concept.  Every parent & child knows that you continue to run behind the bike and you don’t take off the training wheels until the child is good enough at riding the bike such that the chances of falling and scraping a knee or worse is so remote that you let them enjoy the fruits derived from the newly acquired mobility. No different for driverless vehicles or whatever you wish to call them.

So what was Pony.ai thinking, if indeed, they were testing without and attendant or driver???? What value were they acquiring…

  • Saving an infinitesimal percentage of their cost of testing?  Are they that strapped for $$$?

  • Public relations creds? What was the net on that Silicon Valley gambit?

  • Demonstration of their manliness?  Very last century!, or

  • Just total irresponsibility and stupidity.  C’mon Man!!!

Also, what was CA DMV thinking when they created a license to test without a driver or attendant? Some of us believe that the #1 value of being able to operate a vehicle without a driver/attendant is the substantial percentage reduction in the cost to deliver high-quality mobility to everyone, especially those who, for whatever reason, can’t afford to provide mobility for themselves (can’t… drive a car, ride a bike, ride a scooter, walk). That cost reduction provides society with the opportunity to deliver thigh-quality affordable, and thus equitable, mobility to everyone. But that is deployment/operations, NOT testing.

It is fundamentally OK/necessary that a license to deploy/deliver mobility to people and/or goods, without a driver/attendant be available. That is the goal.  To test without a driver/attendant is irresponsible and stupid.  Alain December 11, 2021 blue; text-decoration: none;”> Orf 467F21 Symposium: Evolutionary Deployment of a State-wide aTaxis system starting from MyVillage J. Woll’22, A. Lau’23, M. Wasserman’22, C. Larson’22, J. Sun’23, Dec. 10, “Slides of: Making It Happen”: Hawaii - California - Washington - Florida - Connecticut” Read more  Hmmmm…Video of Presentation, Slides, Report Format.  I coudn’t be more proud. 😁  Alain December 6, 2021

                                                      [Murphy Administration Announces RFEI for Project to Create the First Autonomous Vehicle-Based Urban Transit System in America](https://www.dropbox.com/s/jqvixybcx3xa0bo/GovMurpgyTrentonMOVES_Press%20Release_120621.pdf?dl=0)

Press release, Dec. 6, “ Governor Phil Murphy and New Jersey Department of Transportation (NJDOT) Commissioner Diane Gutierrez-Scaccetti today announced an Request for Expressions of Interest (RFEI) for the Trenton Mobility & Opportunity: Vehicles Equity System (MOVES) Project. Trenton MOVES will act to provide safe, equitable, affordable, and sustainable high-quality mobility through the deployment of 100 Autonomous Vehicles (AVs) throughout the state capital. This on-demand automated transit system will serve 90,000 residents of Trenton.

“Since taking office, we have worked relentlessly towards making New Jersey the innovation center of America,” said Governor Murphy. “There is perhaps no initiative that embodies this goal more than the Trenton MOVES project, which will attract tech talent from around the country and the world with the mission of creating an autonomous vehicle-based transit system in our Capitol that will provide a new, affordable transportation solution for underserved areas of Trenton. This is an exciting project with immense potential, and I look forward to the day that the first vehicle hits the road.”

“Mobility is about equity and access to opportunity,” said New Jersey Department of Transportation Commissioner Diane Gutierrez-Scaccetti. “Trenton MOVES represents an opportunity to utilize innovation to sustainably improve the quality of life of the mobility-constrained in many of our cities. By starting in Trenton, we will have the opportunity to work with a close and effective partner; ultimately our vision is that this effort will ideally scale throughout the state and the region”.

“We’re grateful to Governor Murphy and the N.J. Department of Transportation under Commissioner Diane Gutierrez-Scaccetti for investing in an innovative mobility solution that will considerably improve the lives of the average Trentonian,” said Trenton Mayor W. Reed Gusciora. “Trenton MOVES means our residents can get to work on time without transfers or connections. It means state workers can explore restaurants and businesses throughout the entire city. It means more safe and equitable transportation options for everyone ranging from students involved in school activities to seniors going to their doctor appointments.”

The Trenton MOVES (Mobility & Opportunity: Vehicles Equity System) project is being developed by the Governor’s Office, NJDOT, the City of Trenton, and Princeton University.

This will be the first large-scale urban transit system in America to be based entirely on self-driving shuttles. Each vehicle will carry four to eight passengers at a time. The AVs will be low cost to users in underserved neighborhoods. During the initial launch there will be in-vehicle attendants to demonstrate the safety and operational integrity of the service. Full deployment will occur after a detailed planning and testing phase. This new system will allow Trenton’s households (70% of which have limited access to a single automobile or no access at all) as well as traditional road users to get acclimated to the presence of AVs on the streets of the state capital.

NJDOT offers this Request for Expressions of Interest (RFEI) to help gather information from firms in the design, build-out and operation of a safe and equitable automated vehicle transportation system for Trenton. The deadline for the RFEI response is February 11, 2022. Following the solicitation of the RFEI, NJDOT may issue formal requests for Qualifications or Proposals. However, responses to the RFEI will not necessarily impact or be connected to any call for Proposals or Qualifications.

                                                      The deadline
                                                      for the RFEI
                                                      response is
                                                      February 11,
                                                      2022.

Copy of Request for Expression of Interest” Read more    This is all about deployment that will begin to enable New Jersey and the nation to finally begin to capture societal benefits from the vast investments that have been made in this techology since the DARPA Challenges. I’m so humbled to be a part of this most substantive intitiative. Alain

                                                      December
                                                      4, 2021

December 2021

                                                      Issue: [Germany's Automotive Industry in Transition](https://www.dropbox.com/s/jrb9v5qrh05l1ms/The%20Dispatcher_December%202021.pdf?dl=0)

M. Sena, Dec. 1, “Germany’s automotive industry is important for the country’s economy, the welfare of a large number of its citizens and for the prestige of the nation. It is also very important for Europe as a whole. VW, DAIMLER and BMW had total 2020 revenue of €476 billion and hold respectively positions 2, 3 and 8 amongst the largest companies in the EU…

Hydroelectric power has not disappeared, but it isn’t directly driving machines; it’s driving turbines to generate electricity. If you are among those who classify hydroelectric power as a renewable energy source (a club in which I am not a member), then it is interesting to note that hydropower accounts for 70% of global electricity production from renewable sources. But it definitely is not top of the list of investments recommended for high returns. Solar and wind are the darlings of investors. But imagine what would have happened if electricity had not been invented and we got stuck on steam. Hydropower would have disappeared completely. Now imagine if the internal combustion engine didn’t make it out of the lab and electric- and steam-driven engines continued to compete for investments. What happens to TESLA’s stock, which is now trading at just over a $1,000/share (it was up to $1,239 on the 4th of November!) if the U.S. decides that it will stop financing its rival’s military buildup by banning the sale of all battery electric cars using lithium-ion batteries or any other material on which its rival holds a monopoly. Or, what happens if the country that currently has the monopoly decides not to sell batteries or allow the sale of any of the raw materials that are used to make batteries?

Steam trains got the chance to pull coal cars when the price of oats that fed the horses became prohibitively high due to the wars in which Britain was engaged. Anybody who owned stock in a steam engine company did very well at that point. But if that company tried to buck the ICE trend and continue to build steam trucks, like SENTINEL and FODEN, the paper was eventually worthless…”   Read more  Hmmmm… Once again,excellent fundamentals here.  Read, learn and enjoy!  Also check out our SmartDrivingCars Pod-Cast Episode 244, Zoom-Cast Episode 244 w/Michael Sena, Editor of The Dispatcher,  Alain

                                                      November
                                                      26, 2021
                                                      blue;
                                                      text-decoration:
                                                      none;">

                                                      [Gatik and Walmart Achieve Fully Driverless Deliveries in a First for Autonomous Trucking Industry Worldwide](https://www.businesswire.com/news/home/20211108005409/en/Gatik-and-Walmart-Achieve-Fully-Driverless-Deliveries-in-a-First-for-Autonomous-Trucking-Industry-Worldwide) Press
                                                      release, Nov.
                                                      8, "[Gatik](https://cts.businesswire.com/ct/CT?id=smartlink&url=https%3A%2F%2Fgatik.ai%2F&esheet=52524421&newsitemid=20211108005409&lan=en-US&anchor=Gatik&index=1&md5=6a4c96f3d6a11910ad46e9eed7ed1f86)
                                                      and Walmart
                                                      Inc. (NYSE:
                                                      WMT) announced
                                                      today that
                                                      Gatik is
                                                      operating
                                                      daily without
                                                      a safety
                                                      driver behind
                                                      the wheel on
                                                      its delivery
                                                      route for
                                                      Walmart in
                                                      Bentonville,
                                                      Arkansas,
                                                      moving
                                                      customer
                                                      orders between
                                                      a Walmart dark
                                                      store and a
                                                      Neighborhood
                                                      Market in its
                                                      fleet of
                                                      multi-temperature
                                                      autonomous box
                                                      trucks.

Gatik’s deployment with Walmart in the state represents the first time that an autonomous trucking company has removed the safety driver from a commercial delivery route on the middle mile anywhere in the world.

Gatik’s fully driverless operations, which began in August 2021, involve consistent, repeated delivery runs multiple times per day, seven days per week on public roads and unlock the full advantages of autonomous delivery for Walmart’s customers: increased speed and responsiveness when fulfilling e-commerce orders, increased asset utilization and enhanced safety for all road users…“…

This milestone signifies a revolutionary breakthrough for the autonomous trucking industry,” said Gautam Narang, CEO and co-founder, Gatik. “Our deployment in Bentonville is not a one-time demonstration. These are frequent, revenue-generating, daily runs that our trucks are completing safely in a range of conditions on public roads, demonstrating the commercial and technical advantages of fully driverless operations on the middle mile. We’re thrilled to enable Walmart’s customers to reap the benefits.”

In December 2020, Gatik and Walmart received the Arkansas State Highway Commission’s first ever approval to remove the safety driver from Gatik’s autonomous trucks, following the completion of 18 months’ successful operations. As part of its roadmap to operating fully driverless, Gatik undertook a comprehensive stakeholder engagement strategy, involving state and local leadership and emergency services, and will continue to hold ongoing informational workshops concerning its ground-breaking autonomous operations.

In December 2020, Gatik and Walmart received the Arkansas State Highway Commission’s first ever approval to remove the safety driver from Gatik’s autonomous trucks, following the completion of 18 months’ successful operations. As part of its roadmap to operating fully driverless, Gatik undertook a comprehensive stakeholder engagement strategy, involving state and local leadership and emergency services, and will continue to hold ongoing informational workshops concerning its ground-breaking autonomous operations…“  Read more  Hmmmm… If you are trying to do it for real , this is the way to do it. I appreciate the showing showing some humility as opposed to making Houdini-style Snake & Mirrors announcements focused on getting more from the “SoftBanks” of this world. Congratulations! This looks like a real “dida milestone”! Update 12/4… It is driverless but there is an attendant on-board for now.  Progress but not PrimeTime. 🙁 Alain

                                                      November
                                                      20, 2021

The impact of Advanced Driver Assistance Systems (ADAS) on insurance claims (True Impact of ADAS Features on Insurance Claim Severity Revealed)

J. Kanet, Nov 9, “Advanced Driver Assistance Systems (ADAS) have improved automobile safety by minimizing the factor most frequently associated with car accidents – human error. The conventional wisdom has been that ADAS technologies should mitigate the number of insurance claims, but the impact of ADAS on claim severity has been less clear. ADAS features include expensive and complex technical components and are often installed on exposed areas of vehicles, making them susceptible to damage from a collision.

                                                      This white
                                                      paper examines
                                                      the
                                                      multivariate
                                                      effect of ADAS
                                                      features on
                                                      claim
                                                      severity. It
                                                      is a follow up
                                                      to our earlier
                                                      report, [ADAS Analysis Creates Path for Auto Insurance Rating](https://lexisnexis.turtl.co/story/multivariate-adas-whitepaper/?utm_campaign=INSATO20.MetStraDem.VBDemGenWP),
                                                      which analyzed
                                                      the impact of
                                                      ADAS systems
                                                      on claim
                                                      frequency. For
                                                      both analyses,
                                                      LexisNexis
                                                      Risk Solutions
                                                      considered the
                                                      same sample of
                                                      11 million
                                                      vehicles from
                                                      model years
                                                      2014-2019, and
                                                      reviewed
                                                      industry-wide
                                                      claims loss
                                                      data for
                                                      bodily injury,
                                                      property
                                                      damage and
                                                      collision
                                                      coverages.
                                                      For this
                                                      follow-up
                                                      report, we
                                                      looked at the
                                                      interactions
                                                      between a core
                                                      list of ADAS
                                                      features and
                                                      quantified the
                                                      claim severity
                                                      differential
                                                      across all 648
                                                      possible
                                                      combinations
                                                      of those
                                                      features. ...
                                                      " [Read more](https://risk.lexisnexis.com/insights-resources/white-paper/true-impact-of-adas-features-on-insurance-claim-severity-revealed?trmid=INSATO21.2021AutoLG.2021ADAS.OMXX-545501)  Hmmmm...
                                                      Excellent.  Finally there is
                                                      data that
                                                      supports that
                                                      ADAS is indeed
                                                      fundamentally
                                                      good for the
                                                      insurance
                                                      industry in
                                                      that it allows
                                                      them to make
                                                      more money.
                                                      Not to be
                                                      crass, but
                                                      "crash
                                                      mitigation"
                                                      (airbag, [energy absorbing car design](https://www-nrd.nhtsa.dot.gov/pdf/esv/esv17/Proceed/00137.pdf),
                                                      ...) has been
                                                      great for
                                                      safety...
                                                      saving lives,
                                                      reducing
                                                      occupant
                                                      severity , ...
                                                      but,
                                                      the
                                                      liabilities
                                                      associated
                                                      with crash
                                                      mitigation
                                                      have
                                                      increased.  [Claim Severity](https://www.iii.org/fact-statistic/facts-statistics-auto-insurance)
                                                      for both Physical
                                                      Damage and
                                                      Bodily Injury
                                                      have gone
                                                      up.   Cars are
                                                      more expensive
                                                      to repair and it
                                                      costs more if
                                                      you live than
                                                      if you die.
                                                      🙁,.

For years I’ve been arguing that ADAS focused squarely on Crash Prevention {automated collision avoidance (that actually works well… does kick automatically to avoid collision 😎), not just “warning” (that is annoying. Because since it is just a warning there is no pressure to make it work well… just cover your butt!  So, no pressure to make it work well. Consequently, “everyone” turns it off to avoid being annoyed… 🙁}   is Automation’s best opportunity to deliver real safety… Save lives, …,  and make $$$ for the Insurance industry!

For years, I’ve postulated that as soon as {“the expected liability savings for ADAS (the difference in the expected liability for me with&without…)” < (less than) “incremental cost of ADAS on the price of a car that I am about to buy (difference with&without)”}, my insurance agent (the Gecko, Flo, NJM, or ???) should insist on picking up the tab on the price difference as long as I continue to pay my existing premiums! Nothing but a win-win!  I win because the probability that I die… is lower and the Gecko, Flo, NJM, or ??? smile all the way to the bank😎. These are real market forces.

This is the first report that I’ve seen that begins to quaintly the reduction in “expected liability” of ADAS based on real experiential data. To me, this is major!

Be sure to see the white paper True Impact of ADAS Features on Insurance Claim Severity Revealed and listen/watch the SDC Pod/ZoomCast 242. Alain

                                                      November
                                                      12, 2021
                                                      blue;
                                                      text-decoration:
                                                      none;">  
                                                      [First across the Forth – and a royal visit](https://vivarail.co.uk/first-across-the-forth-and-a-royal-visit/) H. Posner,
                                                      Nov 10,
                                                      "UK-based
                                                      rolling stock
                                                      & battery
                                                      technology
                                                      manufacturer
                                                      Vivarail noted
                                                      a number of
                                                      achievements
                                                      during the
                                                      first week of
                                                      the COP26 UN
                                                      Climate Change
                                                      Conference in
                                                      Glasgow. The
                                                      opening
                                                      Saturday of
                                                      the conference
                                                      on Saturday
                                                      October 30 saw
                                                      a historic run
                                                      across the
                                                      Firth of
                                                      Forth,. as the
                                                      first electric
                                                      train across
                                                      the iconic
                                                      bridge.

                                                      Vivarail was
                                                      asked to
                                                      operate its
                                                      battery train
                                                      for
                                                      demonstration
                                                      runs through
                                                      the conference
                                                      as part of the
                                                      official
                                                      Network Rail
                                                      Green
                                                      Trains@COP26
                                                      event.  Each
                                                      day the train
                                                      has taken
                                                      delegates and
                                                      invited guests
                                                      from around
                                                      the world to
                                                      showcase the
                                                      best of new
                                                      emission-free
                                                      technology. In
                                                      the first week
                                                      the train
                                                      carried
                                                      hundreds of
                                                      people from
                                                      government,
                                                      industry,
                                                      academia,
                                                      media and
                                                      advocacy
                                                      groups. ... "
                                                      [Read more](https://vivarail.co.uk/first-across-the-forth-and-a-royal-visit/)  Hmmmm...
                                                      But you know that the Pop-Up Metro train was the
                                                      First Across
                                                      the Atlantic.
                                                      [Video](https://www.youtube.com/watch?v=TSjAozf2r3g),
                                                      [Slides](http://rrdc.com/presentation_NJ_TransAction_2020_10_PUM.pdf)
                                                      and [ZoomCast](https://www.youtube.com/watch?v=rFyRcbL6-N8)
                                                      re: [Pop-Up Metro](https://www.cmu.edu/news/stories/archives/2021/august/future-of-rail-transit.html).
                                                      And there is
                                                      always [Alain](https://www.dropbox.com/s/hkt1zu1c6joq9ch/ClimbingOn6998.JPG?dl=0)
                                                      climbing on  [#6988](https://www.icloud.com/photos/#0twHZBw5LwCqIbK_4HJoHjyOQ).😎
                                                      .
                                                        Absolutely
                                                      Fantastic
                                                      Henry.  Alain

                                                      November
                                                      4, 2021

                                                      [Tesla's handling of braking bug in public self-driving test raises alarms](https://www.latimes.com/business/story/2021-11-03/teslas-handling-braking-bug-in-public-self-driving-test)

                                                      R. Mitchell,
                                                      Nov. 3, "Tesla
                                                      pushed out a
                                                      new version of
                                                      the
                                                      experimental
                                                      software suite
                                                      it calls Full
                                                      Self-Driving
                                                      to approved
                                                      drivers Oct.
                                                      23 through an
                                                      "over the air"
                                                      update.

                                                      The next
                                                      morning, Tesla
                                                      learned the
                                                      update had
                                                      altered cars'
                                                      behavior in a
                                                      way the
                                                      company's
                                                      engineers
                                                      hadn't
                                                      intended.

                                                      In a recall
                                                      report to
                                                      federal safety
                                                      regulators
                                                      Friday, Tesla
                                                      put the
                                                      problems like
                                                      this: The
                                                      company
                                                      discovered a
                                                      software
                                                      glitch that
                                                      "can produce
                                                      negative
                                                      object
                                                      velocity
                                                      detections
                                                      when other
                                                      vehicles are
                                                      present."

                                                      In everyday
                                                      English,
                                                      Tesla's
                                                      automatic
                                                      braking system
                                                      was engaging
                                                      for no
                                                      apparent
                                                      reason,
                                                      causing cars
                                                      to rapidly
                                                      decelerate as
                                                      they traveled
                                                      down the
                                                      highway,
                                                      putting them
                                                      at risk of
                                                      being
                                                      rear-ended.
                                                      Forward
                                                      collision
                                                      warning chimes
                                                      were ringing
                                                      too, even
                                                      though there
                                                      was no
                                                      impending
                                                      collision to
                                                      warn about...

                                                      Tesla's
                                                      response to
                                                      the glitch
                                                      raises its own
                                                      concerns.
                                                      While its
                                                      engineers
                                                      worked to fix
                                                      the software,
                                                      they turned
                                                      off automatic
                                                      braking and
                                                      forward
                                                      collision
                                                      warning for
                                                      the software
                                                      testers over
                                                      the weekend,
                                                      the company
                                                      said. ..."  [Read more](https://www.latimes.com/business/story/2021-11-03/teslas-handling-braking-bug-in-public-self-driving-test)  Hmmmm...
                                                      At least the
                                                      AEB was on
                                                      this time
                                                      around.  I
                                                      still contend
                                                      that previous
                                                      versions FSD
                                                      (and
                                                      autoPilot) had
                                                      AEB turned off
                                                      because of
                                                      AEB's
                                                      propensity for false-positives.  Tesla's problems/challenges is today NOT with FSD.  It
                                                      is with AEB.
                                                      It must solve
                                                      the AEB's
                                                      false-positive
                                                      problem BEFORE
                                                      it goes back
                                                      trying to
                                                      improve FSD.
                                                      A satisfactory
                                                      AEB is a
                                                      necessary
                                                      precursor
                                                      to any FSD.
                                                      To date, Tesla
                                                      has put the
                                                      cart before
                                                      the horse.
                                                      It's not
                                                      pretty!

Emergency braking happens because weird things happen while driving. Disrespecting the system that is supposed to save you when weird things happen is very short-sighted.  Explicitly turning it off is totally irresponsible and potentially criminal.   Alain October 29, 2021

Tesla pulled its latest ‘Full Self Driving’ beta after testers complained about false crash warnings and other bugs

                                                      R. Lawler, Oct
                                                      24, "Tesla's
                                                      decision to
                                                      test its "Full
                                                      Self Driving"
                                                      advanced
                                                      driver
                                                      assistance
                                                      software with
                                                      untrained
                                                      vehicle owners
                                                      on public
                                                      roads has
                                                      attracted [scrutiny](https://www.theverge.com/2021/10/13/22724171/nhtsa-tesla-letters-fsd-beta-autopilot-recall-emergency-vehicles)
                                                      and [criticism](https://www.theverge.com/2020/10/22/21528508/tesla-full-self-driving-beta-first-reaction-video),
                                                      and that was
                                                      before this
                                                      latest
                                                      release.

                                                      Version 10.3
                                                      began rolling
                                                      out on
                                                      Saturday night
                                                      / Sunday
                                                      morning with [a long list of release notes](https://www.reddit.com/r/teslamotors/comments/qem0lu/fsd_bets_103_release_notes/).
                                                      The list
                                                      mentions
                                                      changes
                                                      starting with
                                                      introducing
                                                      driver
                                                      profiles that
                                                      can swap
                                                      between
                                                      different
                                                      characteristics
                                                      for following
                                                      distance,
                                                      rolling stops,
                                                      or exiting
                                                      passing lanes.
                                                      It's supposed
                                                      to better
                                                      detect brake
                                                      lights, turn
                                                      signals, and
                                                      hazard lights
                                                      from other
                                                      vehicles,
                                                      along with
                                                      reduced false
                                                      slowdowns and
                                                      improved
                                                      offsetting for
                                                      pedestrians.

                                                      However, on
                                                      Sunday
                                                      afternoon Elon
                                                      Musk [tweeted](https://twitter.com/elonmusk/status/1452345284483235841)
                                                      that Tesla is
                                                      "Seeing some
                                                      issues with
                                                      10.3, so
                                                      rolling back
                                                      to 10.2
                                                      temporarily."
                                                      [Read more](https://www.theverge.com/2021/10/24/22743628/elon-musk-tesla-fsd-beta-10-3-rollback-issues-phantom-fcw) Hmmmm...
                                                      The problems stem from version
                                                      10.3 loading
                                                      with Automated
                                                      Emergency
                                                      Braking (AEB)
                                                      enabled.  Most
                                                      everything is
                                                      OK if AEB is
                                                      disabled.
                                                      Which, of
                                                      course, is the
                                                      fundamental
                                                      problem with
                                                      AutoPilot and
                                                      FSD...

Tesla got ahead of itself figuring that autoPilot and then FSD were so much better> That made their “buggy” and thus annoying AEB superfluous. Rather than fix a lowly “Level 1” system, they simply may have turned it off.

They may finally realize that the AEB functionality is really needed and it needs to be almost perfect. Exceedingly few false positives or false negatives. Wow… Not so simple.  They have a lot of hard work to do to fix what they had previously shoved under the rug. Alain October 24, 2021

                                                      [Amazon's self-driving cars are coming to downtown Seattle. Safety advocates are not pleased](https://www.cnn.com/2021/10/22/cars/tesla-missy-cummings/index.html) K.
                                                      Long,  Oct 19,
                                                      "... But an
                                                      announcement
                                                      Monday from
                                                      Amazon's
                                                      self-driving
                                                      car unit Zoox
                                                      that it will
                                                      soon start
                                                      testing its
                                                      autonomous
                                                      vehicles in
                                                      downtown
                                                      Seattle drew
                                                      criticism from transportation-safety advocates. The early promise of the technology,
                                                      they said, has
                                                      been
                                                      overshadowed
                                                      by a string of
                                                      crashes and
                                                      near-misses,
                                                      due in part to
                                                      lax oversight
                                                      of the rapidly
                                                      growing
                                                      sector..." [Read more](https://www.cnn.com/2021/10/22/cars/tesla-missy-cummings/index.html) Hmmmm...
                                                      First news out
                                                      of the box
                                                      from the home
                                                      town paper is this??  So discouraging. You
                                                      just can't
                                                      win. 😭
                                                      Alain
                                                      October 10,
                                                      2021

                                                      [A Tesla mystery: Why didn't auto-braking stop these crashes?](https://www.latimes.com/business/story/2021-10-07/why-arent-automatic-braking-systems-stopping-deadly-tesla-crashes)
                                                      [In Spanish](https://www.latimes.com/espanol/eeuu/articulo/2021-10-09/por-que-los-sistemas-de-freno-automatico-no-paran-los-accidentes-mortales-de-tesla)

R. Mitchel, Oct 7, “Compared with so-called advanced driver assistance systems such as Autopilot, a forward collision avoidance system is relatively crude. It is designed to answer one question — is a frontal impact imminent? — and respond to danger by sounding a warning and, if necessary, triggering a subsystem called automatic emergency braking. Unlike Autopilot, which must be selected manually and is available only under some driving conditions, automatic emergency braking runs by default unless manually turned off….

Tesla calls its vehicles “the safest cars in the world,” citing their combination of structural engineering and advanced technology. But when it comes to the forward collision avoidance system, Tesla owners have been reporting problems at a substantially elevated rate compared with similarly equipped cars….

“Teslas are running into stationary objects,” said Alain Kornhauser, who heads the driverless car engineering program at Princeton University. “They shouldn’t be.” If the company’s cars can’t avoid crash scenes marked by flares or traffic cones, he said, “how can you trust anything else they do with Autopilot?”…

One possibility, according to Missy Cummings, a former Navy fighter pilot who studies human-machine interaction at Duke University, is that Autopilot is designed to preempt or suppress emergency braking to minimize what’s known as phantom braking.

                                                      "I haven't
                                                      seen the code
                                                      to say how
                                                      Tesla works,
                                                      but I suspect
                                                      the AEB is
                                                      turned off in
                                                      some
                                                      situations,"
                                                      she said. "If
                                                      it were left
                                                      on it may
                                                      detect what
                                                      are called
                                                      phantom
                                                      objects and
                                                      would be
                                                      slamming on
                                                      the
                                                      brakes."... "
                                                      [Read more](https://www.latimes.com/business/story/2021-10-07/why-arent-automatic-braking-systems-stopping-deadly-tesla-crashes) Hmmmm...
                                                      This story is
                                                      great and is
                                                      not what
                                                      anyone else
                                                      has written.
                                                      Thank you,
                                                      Russ,  for
                                                      doing all of
                                                      the research
                                                      and hard work
                                                      that you put
                                                      into this
                                                      article.

I agree with Missy,  (I haven’t seen the code either), but, rest assured, a perception algorithm is part of each of Tesla’s automated systems that “drive” their cars some of the time, be it its forward collision avoidance system (FCAS), autoPilot or FSD.  They may each have its own or the best one is used in all three, but each has an FCAS; else, Teslas would never know to invoke any of the driving sub-tasks, like slow down or speed up or stay in the lane, or don’t hit me, or …  If a Tesla perception system detects an objects that doesn’t exist and locates it as being  in the lane ahead, i.e. a “stationary phantom object in the lane ahead”, then that perception system will signal to the automated driving system… to slow down and don’t hit it. If Tesla’s human driver is paying attention to what is going on and, of course, doesn’t see the phantom object (it is phantom = not real), then the alert driver is justified in losing trust that FCAS, autoPilot or FSD is reliable and won’t kill. The erosion of that trust leads to complaints, demands for refunds and substantial problems for Tesla.

Tesla has simply gotten ahead of itself in trying to get to Driverless too quickly, rather than making sure that Automated Emergency Braking (AEB) works better than “good enough”.  My guess is, Tesla perception algorithm simply ignores stationary objects detected in the lane ahead  and those detected to be to the side of the lane ahead.

Ignoring detected stationary objects is perfectly appropriate when following a car ahead. The car ahead didn’t crash into that detected stationary object ahead, so the coast is clear! I’ll be able to pass under/to the side/over it too!   If the car ahead crashes into that object, Its sudden deceleration is readily perceived by the trailing Tesla’s AEB. As long as the Tesla has not been tailgating (which a good AEB should disallow), the Tesla should be able to stop in time to avoid crashing into the new pileup ahead. All easy, and likely not the scenario in any of the NHTSA crash investigations.

Not so easy if the Tesla is the lead vehicle, especially if the vehicle that the Tesla was following suddenly changes lanes and is no longer explicitly confirming that the Tesla’s road ahead is traversable, It is now the Tesla’s job to determine if it can pass under a stationary object in the lane ahead. That is simply not easy to do reliably.  Not easy to determine the clearance under an overpass/sign/traffic light/tree canopy while approaching said overpass/… at any significant speed.  If the object is classified as an overpass/sign/traffic light/tree canopy, the chance are really good that “passing under” is a breeze. However, if classification of the object is uncertain, then all bets are off.

I strongly suspect that Tesla’s perception algorithm disregards all stationary objects ahead when leading as well as when following. NHTSA has to tell Tesla to not do that any more!!! Tesla must go back, essentially to the beginning, and figure out how to reliably determine if it can pass under, beside or over stationary objects detected in the road ahead.  Alain

                                                      1, 2021
                                                      blue;
                                                      text-decoration:
                                                      none;">   [Cruise gets the green light to give driverless rides to passengers in San Francisco](https://www.theverge.com/2021/9/30/22702962/cruise-waymo-california-dmv-autonomous-vehicle-permit) A.
                                                      Hawkins, Sep
                                                      30, "Waymo and
                                                      Cruise, two of
                                                      the leading
                                                      autonomous
                                                      vehicle
                                                      companies in
                                                      the US,
                                                      received
                                                      permits from
                                                      the California
                                                      Department of
                                                      Motor Vehicles
                                                      to offer rides
                                                      to passengers
                                                      in their
                                                      robotaxis.

                                                      But while
                                                      Cruise was
                                                      approved to
                                                      give rides in
                                                      its [fully driverless vehicles](https://www.theverge.com/2021/6/5/22520227/cruise-permit-california-driverless-autonomous-vehicles)
                                                      without safety
                                                      drivers, Waymo
                                                      only is
                                                      allowed to
                                                      deploy its
                                                      autonomous
                                                      vehicles with
                                                      a human
                                                      monitor behind
                                                      the wheel. In
                                                      order to give
                                                      rides to
                                                      paying
                                                      passengers in
                                                      its fully
                                                      driverless
                                                      vehicles, as
                                                      it does in
                                                      Arizona, the
                                                      Google spinoff
                                                      would need to
                                                      apply for an [additional permit from the California Public Utilities Commission](https://www.theverge.com/2020/11/23/21591045/california-robotaxi-paid-rides-cpuc-permits).
                                                      ... " [Read more](https://www.theverge.com/2021/9/30/22702962/cruise-waymo-california-dmv-autonomous-vehicle-permit) Hmmmm... Congratulations Kyle, Robert and everyone else!!!! This is a non-trivial accomplishment!

Given all of the additional knocks on your door that will naturally come your way, we hope that you’ll keep us in mind.  We here in NJ have assembled an enormously welcoming and realistic environment for Deployment to a customer base that will fundamentally benefit and cherish the Equitable, Affordable, High-Quality, Safe Mobility that is delivered by your Driverless Technology.

                                                      Hopefully
                                                      you'll divert
                                                      a little
                                                      bandwidth to
                                                      our upcoming "[5th Annual SDC Summit](https://www.cartsmobility.com/summit)",
                                                      New Jersey's
                                                      next step in
                                                      our process to
                                                      help you and
                                                      possibly
                                                      others get to
                                                      where you've
                                                      gotten in
                                                      California.

                                                      We are new
                                                      kids on the
                                                      block, but
                                                      we've really
                                                      gotten our act
                                                      together to
                                                      work with you
                                                      and others to
                                                      catch up
                                                      quickly and
                                                      really improve
                                                      the
                                                      quality-of-life
                                                      for many here
                                                      in New
                                                      Jersey,  and
                                                      the rest of
                                                      the NorthEast.

Again…  Congratulations!  So pleased and so well deserved! Alain

Link to previous SDC eLetters

Alain L. Kornhauser, PhD

        Professor, Operations Research & Financial Engineering

        Director of Undergraduate Studies, ORFE

        Director, Transportation Program

        Faculty Chair, Princeton Autonomous Vehicle Engineering

229 Sherrerd Hall

                Princeton University

                Princeton, NJ

alaink@princeton.edu

                609-980-1427 (c)

This list is maintained by Alain Kornhauser and hosted by the Princeton University LISTSERV.