Advanced simulation software for autonomous vehicles

Advanced simulation software for autonomous vehicles

Qasar Younis and Peter Ludwig are incredible engineers and entrepreneurs. Today they are publicly unveiling their new company, Applied Intuition, and we are proud Lux Capital is an investor and a partner with them in their Series A financing. Other investors include A16Z (Marc Andreesen), FloodGate (Mike Maples), John Doer, Semil Shah, Naval Ravikant, Elad Gil, Arjun Sethi, SV Angel and Neeraj Arora.

Lux Capital is a firm believer in the future of autonomous systems, and have made numerous investment in land, air, and sea autonomous vehicles. On the land transportation side, we are lead investors in full-stack autonomous car and mobility company Zoox, advanced-sensor technologies for perception/navigation at Aeva, and several companies enabling edge AI computing such as Nervana (acq by Intel), Mythic, and FlexLogix. Autonomy is the future of our transportation system, and Applied Intuition is building a core part of the infrastructure to enable that: Simulation — for the development, testing, certification, and operation of successful autonomous vehicles and fleets.

Autonomous vehicles are instrumented with a multitude of sensors that develop tons of data under various road, traffic conditions to help autonomy engineers train their models for dealing with future events and scenarios. However, doing so with just real world data is a tedious, time consuming, and expensive process…and still fails to fully account for all the edge cases that could be encountered. Simulation allows for car-makers and autonomy engineers to ‘drive’ millions of miles overnight, and test and train for all kinds of edge cases that a car or a human could ever encounter. Advanced simulation systems allow for multi-sensor data to be matched, compared, modeled, iterated, altered, and re-modeled as many times as necessary to build a robust and repeatable understanding of how the autonomous vehicle would sense, detect, and react to a near-infinite number of drive scenarios.

What Applied Intuition is doing is not simple. Setting up basic models for drive simulation is not that difficult. In fact, the process resembles building a game inside a gaming engine, and some companies are doing exactly that. But doing so at scale for robust, flexible and low cost performance for product development and testing, as well as reliability and trust-worthiness at production scale is highly non-trivial. We have met the entire team at Applied, and they are among some of the best engineers in Silicon Valley — hand-picked from companies like Google X, Waymo, Bosch, Delphi, Tesla, Toyota, Volvo, and Apple etc. This team is working non-stop to enable autonomy to arrive faster and safer.

The pace of technology development is so incredibly fast these days that some times it feels like we might be living in the future already. Availability of autonomous cars is the future we want — the benefits are just so many — but success for this industry relies on the participating players to build safety, redundancy, and reliability into the product at all levels. And Applied Intuition’s simulation tools and software allow automotive companies to prepare their systems to deal with an extremely complex real world. Their website highlights some of the use-cases, for example: a multi-national OEM accelerating their AV engineering efforts, a self-driving trucks company ensuring vehicle safety and controllability, or a Tier 1 supplier tuning parameters for performance and comfort in Level 2 or 3 vehicles.

As entrepreneurs, Qasar and Peter are no doubt on a mission to build an amazing company, but as former automotive engineers they are also on a mission to propel humanity forward by accelerate transportation autonomy development and deployment. It has been a joy to work with them so far…and the journey is only just getting started.

written by
Bilal Zuberi
General Partner

For nearly two decades, Bilal has been investing in founders that want to solve big, important problems with technically ambitious solutions, across industries (enterprise software, deeptech, healthcare, national security, climate) and stages (from seed to growth). He wants to partner with good human beings who are driven to build responsible, ethical companies, and believes technology can not only help address some of the world’s largest problems, but also make humans lives significantly better. Bilal brings 20 years of experience to Board roles. 

Bilal led Lux’s investments in Applied Intuition, Ironclad, OpenSpace, Nozomi Networks, Commure, Tendo Health, DesktopMetal ($DM), Evolv ($EVLV), Aurora Solar, Kyra Health, Saildrone, Cloaked, Happiest Baby, Zededa, Fiddler, Copia Automation, Kinetic, Nominal, and others. 

You don’t choose your passions, your passions choose you. –Jeff Bezos

Prior to joining Lux, Bilal was a VC at General Catalyst. Before that he was a technical founder/entrepreneur. Earlier in his career, Bilal was a strategy consultant at BCG. Bilal earned a PhD from the Massachusetts Institute of Technology (under Prof. Mario Molina, Nobel laureate, 1995). He also serves on the Advisory Board of the Lemelson Foundation. He is an immigrant citizen in this country, and thankful every day for opportunities that he has been afforded here.

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Advanced simulation software for autonomous vehicles

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