Aug 25, 2020

$3.4bn deal to take autonomous driving firm Luminar public

Luminar
autonomous driving
AI
LiDAR
William Smith
2 min
Luminar is a Palo Alto, California-based developer of lidar sensors and software for use with autonomous vehicles
Luminar is a Palo Alto, California-based developer of lidar sensors and software for use with autonomous vehicles...

Luminar is a Palo Alto, California-based developer of lidar sensors and software for use with autonomous vehicles.

Lidar, the technology famously spurned by Tesla in its own pursuit of driverless cars, is used by the majority of competitors. The visual equivalent of radar, lidar involves measuring distances by shining a laser on an object and sensing its reflection. Extant since the 1960s, the technology found uses in many geographical pursuits such as surveying before being harnessed for autonomous vehicles.

Luminar says it partners with 7 of the 10 largest automotive manufacturers, helping them to enable the introduction of self-driving in line with the Society of Automotive Engineers (SAE) Levels of Driving Automation Standard. To date, commercial offerings typically fall into Level 2, which denotes a vehicle with automated steering and acceleration features, such as stay-in-lane and self-parking.

Luminar says its lidar sensor meets the necessary requirements to enable vehicles for level 3 all the way up to level 5, representing full autonomy at all times.

The company has announced it is to go public through a merger with Gores Metropoulos Inc, with the deal also including $400mn cash from Gores Metropoulos and $170mn of financing from investors including Alec Gores, Van Tuyl Companies, Peter Thiel, Volvo Cars Tech Fund, Crescent Cove, Moore Strategic Ventures, Nick & Jill Woodman and VectoIQ.

In a press release, Austin Russell, Founder and CEO of Luminar, said: “This milestone is pivotal not just for us, but also for the larger automotive industry. Eight years ago, we took on a problem to which most thought there would be no technically or commercially viable solution. We worked relentlessly to build the tech from the ground up to solve it and partnered directly with the leading global automakers to show the world what’s possible. Today, we are making our next industry leap through our new long-term partnership with Gores Metropoulos, a team that has deep experience in technology and automotive and shares our vision of a safe autonomous future powered by Luminar.” 

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May 7, 2021

AI Shows its Value; Governments Must Unleash its Potential

AI
Technology
digitisation
Digital
His Excellency Omar bin Sultan...
4 min
His Excellency Omar bin Sultan Al Olama talks us through artificial intelligence's progress and potential for practical deployment in the workplace.
His Excellency Omar bin Sultan Al Olama talks us through artificial intelligence's progress and potential for practical deployment in the workplace...

2020 has revealed just how far AI technology has come as it achieves fresh milestones in the fight against Covid-19. Google’s DeepMind helped predict the protein structure of the virus; AI-drive infectious disease tracker BlueDot spotted the novel coronavirus nine days before the World Health Organisation (WHO) first sounded the alarm. Just a decade ago, these feats were unfathomable. 

Yet, we have only just scratched the surface of AI’s full potential. And it can’t be left to develop on its own. Governments must do more to put structures in place to advance the responsible growth of AI. They have a dual responsibility: fostering environments that enable innovation while ensuring the wider ethical and social implications are considered.

It is this balance that we are trying to achieve in the United Arab Emirates (UAE) to ensure government accelerates, rather than hinders, the development of AI. Just as every economy is transitioning at the moment, we see innovation as being vital to realising our vision for a post-oil economy. Our work in his space has highlighted three barriers in the government approach when it comes to realising AI’s potential. 

First, addressing the issue of ignorance 

While much time is dedicated to talking about the importance of AI, there simply isn’t enough understanding of where it’s useful and where it isn’t. There are a lot of challenges to rolling out AI technologies, both practically and ethically. However, those enacting the policies too often don’t fully understand the technology and its implications. 

The Emirates is not exempt from this ignorance, but it is an issue we have been trying to address. Over the last few years, we have been running an AI diploma in partnership with Oxford University, teaching government officials the ethical implications of AI deployment. Our ambition is for every government ministry to have a diploma graduate, as it is essential to ensure policy decision-making is informed. 

Second, moving away from the theoretical

While this grounding in the moral implications of AI is critical, it is important to go beyond the theoretical. It is vital that experimentation in AI is allowed to happen for its own sake and not let ethical problems stymie innovations that don’t yet exist. Indeed, many of these concerns – while well-founded – are born out in the practical deployment of these end-use cases and can’t be meaningfully discussed on paper.

If you take facial recognition as an example, looking at this issue in abstract quickly leads to discussions over privacy concerns with potential surveillance and intrusion by private companies or authorities’ regimes. 

But what about the more specific issue of computer vision? Although part of the same field, the same moral quandaries do not arise, and the technology is already bearing fruit. In 2018, we developed an algorithmic solution that can be used in the detection and diagnosis of tuberculosis from chest X-rays. You can upload any image of a chest X-ray, and the system will identify if a person has the disease. Laws and regulations must be tailored to unique use-cases of AI, rather than lumping disparate fields together.

To create this culture that encourages experimentation, we launched the RegLab. It provides a safe and flexible legislation ecosystem to supports the utilisation of future technologies. This means we can actually see AI in practice before determining appropriate regulation, not the other way around. Regulation is vital to cap any unintended negative consequences of AI, but it should never be at the expense of innovation. 

Finally, understanding the knock-on effects of AI

There needs to be a deeper, more nuanced understanding of AI’s wider impact. It is too easy to think the economic benefits and efficiency gains of AI must also come with negative social implications, particularly concern over job loss. 

But with the right long-term government planning, it’s possible to have one without the other; to maximise the benefits and mitigate potential downsides. If people are appropriately trained in how to use or understand AI, the result is a future workforce capable of working alongside these technologies for the better – just as computers complement most people’s work today.

We’ve to start this training as soon as possible in the Emirates. Through our Ministry of Education, we have rolled out an education programme to start teaching children about AI as young as five years old. This includes coding skills and ethics, and we are carrying this right through to higher education with the Mohamed bin Zayed University of Artificial Intelligence set to welcome its first cohort in January. We hope to create future generations of talent that can work in harmony with AI for the betterment of society, not the detriment.

AI will inevitably become more pervasive in society, digitisation will continue in the wake of the pandemic, and in time we will see AI’s prominence grow. But governments have a responsibility to society to ensure that this growth is matched with the appropriate understanding of AI’s impacts. We must separate the hype from the practical solutions, and we must rigorously interrogate AI deployment and ensure that it used to enhance our existence. If governments can overcome these challenges and create the environments for AI to flourish, then we have a very exciting future ahead of us.

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