2021-11-21

2021-11-21

November 20, 2021 blue; text-decoration: blue; text-decoration: none;”>42st edition of the 9th year of SmartDrivingCars eLetter

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

SmartDrivingCars

                                                      [Pod-Cast Episode 242](https://anchor.fm/smartdrivingcars/episodes/Smart-Driving-Cars-Episode-242-e1act7n),
                                                      [Zoom-Cast Episode 2](https://www.youtube.com/watch?v=NnebUnomQIQ)[42](https://www.youtube.com/watch?v=NnebUnomQIQ) 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.

                                                      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

###

We tried Tesla’s ‘full self-driving.’ Here’s what happened

M. McFarland, Nov. 18, “… Asking “full self-driving” to navigate Brooklyn felt like asking a student driver to take on a road test they weren’t ready for yet…. “ Read moreHmmmm… There are many other good quotes in this article and the video is a must watch reality check. Brooklyn is tough! Can you imagine Manhattan???

On the other hand, it is really impressive in what it does do.  It has come a long way AND has a long way yet to go. That is the reality… We still have much more to do before society begins to really reap any of the benefits of this technology.  So let’s get out of Silicon Valley’s swashbuckling “fake it till you make it” culture, put our heads down, and keep working.  I’m still confident we can make it and let’s absolutely stop faking it!  Alain

Elizabeth Holmes Begins Her Defense in Fraud Trial

                                                      E. Griffin,
                                                      Nov. 19, "...
                                                      And on Friday,
                                                      the person
                                                      whom
                                                      prosecutors
                                                      have been
                                                      making their
                                                      case against —
                                                      Elizabeth
                                                      Holmes, the
                                                      founder of the
                                                      failed blood
                                                      testing
                                                      start-up
                                                      Theranos —
                                                      took the stand
                                                      to defend
                                                      herself. She
                                                      faces 11
                                                      counts of
                                                      defrauding
                                                      investors over
                                                      Theranos's
                                                      technology and
                                                      business in a
                                                      case that has
                                                      been billed as
                                                      a referendum
                                                      on Silicon
                                                      Valley's
                                                      start-up
                                                      culture. She
                                                      has pleaded
                                                      not
                                                      guilty...."  [Read more](https://youtu.be/jhDiaUL_RaM?t=5070) Hmmmm...  "If
                                                      convicted, Ms.
                                                      Holmes, 37,
                                                      faces up to 20
                                                      years in
                                                      prison. While
                                                      high-profile
                                                      start-up
                                                      founders from
                                                      Uber's Travis
                                                      Kalanick to
                                                      WeWork's Adam
                                                      Neumann have
                                                      experienced
                                                      swift falls
                                                      from grace
                                                      over ethics
                                                      scandals, Ms.
                                                      Holmes may
                                                      become one of
                                                      the few to go
                                                      to jail for it."
                                                      ....
                                                      Interesting
                                                      that [the women go to jail](https://biography.yourdictionary.com/articles/why-did-martha-stewart-go-to-jail.html) and
                                                      the men ...
                                                      Whew!  Alain

Solutions for the Shortage of Truck Drivers

Opinion, Nov. 20, “… The current truck driver shortage is rooted in sweatshop working conditions imposed by the trucking industry, not a lack of qualified drivers….” Read more Hmmmm… I support Jane Claybrook’s Opinion and Automated Driver Assistance (ADAS) for truckers as the real opportunity to improve working conditions and attract new drivers. Drivers need help in order to be able to notDie and feed their families. That should be THE primary focus of automated technology. NOT…  taking the driver out of the truck. Way too early to even think about that. Sorry Ariel and all of the “SoftBanks” of this world.

See also: “The Supply-Chain Crisis Is Creating a Rare Opportunity for Truck Drivers”   Alain

TuSimple readies autonomous runs to UPS hubs in Florida, North Carolina

S. Fuller, Nov. 3, “TuSimple is working with UPS Supply Chain Solutions to expand its Autonomous Freight Network and begin commercial runs to UPS North American Air Freight terminals in Orlando, Florida, and Charlotte, North Carolina, TuSimple announced Wednesday….” Read more Hmmmm… Surprised to not see the word “driverless” between “begin” and “commercial”. ???? (my italics above).  See also the “Drive Insight” piece of the above. Alain

Prepare to pay more for electricity after Pennsylvania approves Peco rate increase

A. Maykuth, Nov. 18, “Peco Energy electric bills will increase about 6.6% on Jan. 1 under a proposal the state approved Thursday, which also enhances the Philadelphia utility’s support for electric vehicle charging infrastructure….” Read more Hmmmm…Can you imagine the headlines in 2030 when “20%” of rich people and “40%’ of environmentalists own electric cars and we’ve stopped using coal to create the electrons and …  Again we are going to need to get from the existing LL Energy Chart to one without coal and ??.??% less petroleum on the left and roughly the same right hand side.  If Supply of electricity doesn’t keep pace with that kind of increasing Demand, then what does the 2030 electricity situation look like compared to the Gas Shortages in 1970s America? 😭 Alain

Race to the Future: What to Know About the Frantic Quest for Cobalt

E. Lipton,, Nov 20, “The clean energy revolution is replacing oil and gas with a new global force: the minerals and metals needed in electric car batteries, solar panels and other forms of renewable energy.

                                                      Places like
                                                      the Democratic
                                                      Republic of
                                                      Congo, which
                                                      produces
                                                      two-thirds of
                                                      the world's
                                                      supply of
                                                      cobalt, for
                                                      example, are
                                                      stepping into
                                                      the kinds of
                                                      roles once
                                                      played by
                                                      Saudi Arabia
                                                      and other
                                                      oil-rich
                                                      nations. And a
                                                      race between
                                                      China and the
                                                      United States
                                                      to secure
                                                      supplies could
                                                      have
                                                      far-reaching
                                                      implications
                                                      for the shared
                                                      goal of
                                                      protecting the
                                                      planet.

                                                      An
                                                      investigation
                                                      by The New
                                                      York Times
                                                      drew on
                                                      interviews
                                                      with more than
                                                      100 people on
                                                      three
                                                      continents and
                                                      thousands of
                                                      pages of
                                                      financial,
                                                      diplomatic and
                                                      other
                                                      documents.
                                                      Here are some
                                                      of the
                                                      findings...."
                                                      [Read more](https://www.nytimes.com/2021/11/20/world/china-congo-cobalt-explained.html) Hmmmm...
                                                      Does the Congo
                                                      become the new
                                                      Saudi Arabia
                                                      of 2030 and
                                                      beyond?????  Alain

Bill Gates’ TerraPower aims to build its first advanced nuclear reactor in a coal town in Wyoming

C. Clifford, Nov. 17, “TerraPower, a start-up co-founded by Bill Gates to revolutionize designs for nuclear reactors, has chosen Kemmerer, Wyoming, as the preferred location for its first demonstration reactor. It aims to build the plant in the frontier-era coal town by 2028… “ Read more Hmmmm… Or… Does Does Bill Gates become the knight in shining armor that save’s the day.  I’ve “always” been a big fan of “neighborhood nukes”.  Alain

Apple hits record high on report that it’s targeting a 2025 rollout of an autonomous electric vehicle

Staff, Nov. 18, “Apple stock surged 3% to a record high and eclipsed Microsoft in market cap on Thursday after Bloomberg reported that the iPhone maker is accelerating its development of an electric car that is fully autonomous…” Read more Hmmmm… Will there ever be any real substance behind this initiative or is it all about bling? Alain

Miami commission votes to banish electric scooters from its streets

A. Hawkins, Nov. 19, “The Miami City Commission has voted to end its multiyear experiment with shared electric scooters. In a four to five vote, the commission approved a “pocket item” (a last-minute legislative maneuver) to end the Miami scooter pilot. The ordinance went into effect at midnight November 18th….”  Read more Hmmmm… Yea!!! One almost ran me down on the sidewalk along Nassau Street!. Since I’d probably kill myself and others if I tried one, I’m one of the old guys yelling… Yea!!! 😎 Alain

Uber One bundles rides, deliveries, and food for $50 per year

A. Hawkins, Nov. 17, “… Uber One members won’t have to pay a delivery fee for takeout and groceries, will have priority access to top rated drivers and couriers, and get $5 cash back on late deliveries. They’ll also get other “exclusive perks,” such as various promotions and “invite-only experiences.”…” Read more Hmmmm… Great idea if your fundamental product scales… unit costs of production gets cheaper the more you sell. Unfortunately, not true with labor intensive products such as home delivery and chauffeuring. These costs get higher because those willing to gig for little or nothing is a very limited resource.  At some point one needs revenue to cover their cost of living.

However, this is a great idea if folks just pay for the membership and never use it. This is successful if Uber shrinks. Alain

Tesla has a serious phantom braking problem in Autopilot

F. Lambert, Nov. 15, “Tesla is seeing an increase in complaints over serious and dangerous phantom braking events plaguing Autopilot in the latest software updates.

                                                      Phantom
                                                      braking is a
                                                      term used to
                                                      describe when
                                                      an advanced
                                                      driver assist
                                                      system (ADAS)
                                                      or a
                                                      self-driving
                                                      system applies
                                                      the brakes for
                                                      no good
                                                      reason...." [Read more](https://electrek.co/2021/11/15/tesla-serious-phantom-braking-problem-autopilot/) Hmmmm...
                                                        It is
                                                      interesting
                                                      that this only
                                                      becomes a
                                                      problem when
                                                      Tesla's
                                                      Automated
                                                      Emergency
                                                      Braking system
                                                      (AEBs) in not
                                                      disabled.
                                                      That's a real
                                                      "Hmmmm...
                                                      " Alain

Tesla (TSLA) is in a position to grab $2.5 trillion of EV market, says top analyst

F. Lambert, Nov. 19, “Dan Ives from Wedbush, one of the top 10 ranked stock analysts in the world, has increased his price target on Tesla’s stock (TSLA) as he believes the automaker will take a significant part of the growing EV market.

                                                      In a new note
                                                      to clients
                                                      today, Wedbush
                                                      announced that
                                                      it is
                                                      increasing its
                                                      price target
                                                      on Tesla from
                                                      $1,100 per
                                                      share to
                                                      $1,400...." [Read more](https://electrek.co/2021/11/19/tesla-tsla-position-grab-trillion-ev-market-top-analyst/) Hmmmm...  Wow!! Glad I bought a few shares
                                                      a month or so
                                                      ago.  So happy
                                                      for those who
                                                      jumped on much
                                                      earlier than I
                                                      did (and glad
                                                      I've never
                                                      shorted
                                                      anything).
                                                      This may end
                                                      up being my
                                                      first
                                                      non-"buy-high-sell-low"
                                                      investment
                                                      decision.😁
                                                      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 RfI 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

C’mon Man!(These folks didn’t get/read the memo)

Sunday Supplement

Half-Baked

Click-Bait

More On….

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

   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”

###

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

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

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:

###

                                                      November
                                                      12, 2021
                                                      blue;
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                                                      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)


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