Monthly Archives: April 2016


Toyota, Microsoft, and an Army of Software Bots to Deliver Contextual Driving

A new Toyota subsidiary aims to provide drivers with autonomous contextual help via the assistance of software bot technology just announced by Microsoft. Skynet isn’t here just yet, but Toyota Connected Inc. represents just the beginning of where transportation is heading in the coming decades as we transition from personally owned vehicles to mobility as a service.

Bots, as they have become known in recent years, are basically just a relatively new type of app that usually runs on a server somewhere in the cloud. What makes bots special is their ability to tap into huge databases and take advantage of sophisticated machine learning to understand the meaning of a query. Those queries can come from either a human or another bot. One bot may collect information from any number of other bots, merging and presenting it to a human or vehicle interface at the edge of the cloud.

Cascade of Queries

A contemporary example might be a driver telling their car that they are hungry. This could trigger a cascade of queries that take your current location, stored data about your favorite kinds of food, finds a restaurant with an available table at a time based on how long it will take to arrive there, and returns a response of “Would you like a reservation at restaurant X at 6:45 p.m.?” All of this could stem automatically from that one original question with no further input from the driver.

Now imagine extending this concept 20 years into the future when we will have fleets of on-demand autonomous vehicles moving around cities, as projected in Navigant Research’s Transportation Outlook: 2025-2050 white paper. Today, if you are leaving one appointment and heading to another, you pull out a phone, open the Uber or Lyft app, and request a ride.

In 2035, the mobile communicator that has replaced your phone reads your calendar, sees you have an appointment 20 minutes away, knows your current meeting will end in 5 minutes, and automatically summons a vehicle to your location so that it pulls up as you step out onto the sidewalk with no intervention. Several bots have contributed to this function, including one that provides weather data, another with real-time and historical traffic information, one to monitor your calendar, and another to handle billing for the mobility service of your choice, all without any direct input from the rider.

Bot Creation

At its Build 2016 developer conference on March 30, Microsoft announced the release of bot software development framework to simplify the task of creating bots. Toyota Connected plans to utilize the Microsoft Azure cloud platform to provide services to its customers utilizing data from telematics and vehicle-to-external (V2X) communications systems. These communications pathways can provide drivers with real-time alerts about slippery roads when a vehicle ahead triggers an automated braking system or stability control, and can also enable automatic re-routing to avoid congestion or reduce energy consumption.

Navigant Research’s Connected Vehicles report projects that more than 80 million vehicles will be sold with V2X capability in 2025. Contextual data moving through the air between bots in vehicles and in the cloud is expected to reduce energy use, improve road safety, and generally make life more convenient for everyone.


Kansas company claims 50% efficient HCCI engine

Kansas company claims 50% efficient HCCI engine #SAE2016

Kansas Company Claims To Crack The Code On 50% Efficient HCCI Engine
Nautilus Engineering CEO with a model of his HCCI engine at the 2016 SAE World Congress in Detroit (image credit: Sam Abuelsamid) For more than a decade, automotive engineers and researchers have been struggling to come to grips with a way to build an engine that runs on gasoline while harnessing […]


Image recognition will be key to self driving cars and here Google has a signifi…

Image recognition will be key to self driving cars and here Google has a significant advantage

Google Photos May Play A Key Role In Autonomous Driving
Google photos (image credit: Google) In May 2015, Google launched a new service that let users upload and store an unlimited number of photos and videos for free. I immediately uploaded my entire 15-year archive of digital images to make sure I had another off-site backup of our family memories. For […]