Category robots in business

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The Year Of The SPAC And What It Means For Hardware

CBS MarketWatch declared 2020: The Year of the SPAC (Special Purpose Acquisition Corporation). A record 219 companies went public through this fundraising vehicle that uses a reverse merger with an existing private business to create a publicly-listed entity. This accounted for more than $73 billion dollars of investment, providing private equity startups a new outlet to raise capital and provide shareholder liquidity. According to Goldman Sachs, the current trends represents a “year-over-year jump of 462% and outpacing traditional IPOs by $6 billion.” In response to the interest in SPACs, the Securities and Exchange Commission agreed last week to allow private companies to raise capital through direct listings, providing even more access to the public markets outside of Wall Street’s traditional institutional gatekeepers.

For the past few months the SPAC craze has spilled over to the robot and remote sensing industries. Just last week, SoftBank announced it is raising $525 million in a blind pool SPAC for investments in artificial intelligence. In the filing with the SEC, Softbank states, “For the past 40 years, SoftBank has invested ahead of major technology shifts. Now, we believe the AI revolution has arrived.” In 2017, SoftBank’s Chief Executive, Masayoshi Son (nicknamed Masa) predicted that by 2047, robots will outnumber humans on the planet with 10 billion small humanoids (like its own Pepper robot) rolling the streets. An outspoken believer in Singularity, Masa has not been shy about investing in the robotics sector with ownership stakes in Whiz, Pepper, Bear and Brain Corp. The company sold its interests in Boston Dynamics to Hyundai for a billion dollars earlier this month. When launching his own venture capital fund in 2018, Masa declared, “I am devoting 97% of my time and brain on AI.” This past month, Masa’s $100 billion Vision Fund had a huge portfolio win with the IPO of DoorDash, erasing earlier losses of failed investments in WeWork and OneWeb. In that spirit, it is not surprising that the SPAC filing exclaims: “COVID-19 has pulled this future forward by dramatically accelerating the adoption of digital services. During this time, we intersected with many compelling companies that wanted our support at IPO and beyond, but we lacked the vehicle to partner with them. This trend has only increased over the past year as more companies have decided to list publicly.”

SoftBank’s optimism is further validated by the success of SPACs in acquiring hardware sensor companies. Earlier this month, Ouster became the fifth LiDAR startup to go public through a SPAC this year. Already trading on the markets is VelodyneLuminarInnoviz, and Aeva. Each of these companies raised hundreds of millions of dollars at valuations exceeding a billion dollars. Some have fared well in the public markets, such as Luminar doubling its valuation in a few weeks. Others, like Velodyne, have had more difficulty. Velodyne’s shares fell by half since its listing in September (it is currently trading modestly above its initial price). As hardware is tough, staying private comes at the cost of founder dilution and overvaluation. SPACs offer startups and their investors quicker access to capital and greater liquidity, enabling investors to reinvest their returns in the autonomous sector and ultimately driving innovation in advance of greater adoption.

Recently, I caught up with Andrew Flett, General Partner of Mobility Impact Partners which raised $115 million for a new SPAC – Motion Acquisition Corp. (ticker symbol MOTNU). Flett’s investment vehicle is still on the hunt for an acquisition of “target businesses in connected vehicle industries globally, which include companies providing transportation software and cloud solutions for fleet management, freight and logistics, and mobile asset management applications.” When speaking with Flett, he described his inaugural experience in the space as follows, “This is the first SPAC I have been directly involved with but the mechanism has evolved and matured over the last couple of decades. They are popular now as a function of the same yield scarcity and immense liquidity that has been driving public equity speculation. There will be both highly speculative companies and companies with solid fundamentals in any wave of interest. This wave is no different.” He astutely points to previous SPAC upticks (since the 1980s) led by dubious underwriters that used the mechanism as a way to make a quick buck through “pump-and-dump” schemes. These market manipulators, many still serving jail time, quickly promoted stocks on the exchanges to only rapidly sell their own interests in the companies before other investors were legally able to trade the shares, ultimately devastating the startup’s and its shareholders’ values. This is compounded by the increased expenses and transparency of publicly traded listings, leaving startup founders ill prepared for their new role on the NASDAQ or NYSE.

Unlike the past, many of the newly formed SPACs have been managed by brand name investors such as Richard Branson (Virgin Galactic), Bill Ackman (Pershing Square) and Peter Thiel (Bridgetown). The performance of the newly listed SPAC 2020 crop has been very impressive, outpacing the S&P, with Draft Kings and Nikola leading the charge with triple digit returns. In nudging Flett for his opinion of these managers, he cautions, “Smart guys. Is it just a branding exercise or will they be involved in the asset evaluation and ultimate de-SPACed company? In the end, the asset needs to stand on its own and regardless of how it gets there (IPO, Direct Listing, SPAC), once public it is a pure apples to apples performance comparison dependent on strategy, management, and execution. If the public company does not benefit from their wisdom, it does not matter what brand is attached at the front end.”

Flett advises founders not to be too easily seduced by public capital, rather “focus on your company. If your company cannot absorb the responsibilities and overhead of being a public company, it is not the right option for you.” Gauging his view of Softbank’s latest announcement, “Like most Private Equity or institutional investors, it is simply a cash grab and an alternative vehicle to demonstrate their investing acumen. I prefer seeing Softbank doing reasonably sized SPACs than raising another misguided Vision Fund,” Flett optimistically opines. However, at the end of the day, the SPAC pioneer reminds us that the market is cyclical and the window of opportunity will eventually close, “As some of the speculative bets burn investors and yield alternatives appear, the SPAC market will slow.”

Army research leads to more effective training model for robots

Multi-domain operations, the Army's future operating concept, requires autonomous agents with learning components to operate alongside the warfighter. New Army research reduces the unpredictability of current training reinforcement learning policies so that they are more practically applicable to physical systems, especially ground robots.

Women in Robotics Update: Ecem Tuglan, Tuong Anh Ens, Sravanthi Kanchi, Kajal Gada, Dimitra Gkatzia

Welcome to the first of our Women in Robotics Spotlights, where we share stories from women who haven’t yet been featured in our Annual Showcase but who are working on all sorts of interesting projects. We hope these stories provide inspiration to everyone to join us working in the field of robotics. And if you’re a woman working in robotics, why not contribute your story too!

“Making robots communicate with humans in natural language is a fascinating challenge. There is a lot going on during interactions between robots and humans. Humans make gestures, observe or interact with visible objects in the environment, and display emotions. What motivates me is equipping social robots with the ability to interact seamlessly, by recognizing a given situation and talking about it” says Dimitra Gkatzia who specializes in Natural Language Generation for Human-Robot Interaction.

Ecem Tuglan

The Mecademi of Team Think Tank | Cofounder of Fenom Robotics

Ecem Tuglan is a The Mecademi of Team Think Tank and Cofounder of Fenom Robotics who is active Robopsychologist working on Philosophy of Artificial Intelligence, Neurophilosophy, Human-Robot interaction, Biopolitics, Robopsychology, Cognitive Sciences and Political Theory. At Fenom Robotics, she and her team builds holograms displaying humanoid robots. She is also working on projects with Dr. Ravi Margasahayam from NASA as a robopsychologist.

Tuglan says her interest in robots started during her childhood when she prefered robotic toys and electronic gadgets and this childhood obsession turned more professional when she started studying philosophy. And still, she is always intrigued by how from micro scale to macro scale, everything is changing with robotics and how cell-like robots can save us from various diseases while AI based astrobots can find new home-planets. She enjoys the width of the research in robotics and its interdisciplinary knowledge enhancing our creativity and productivity because we are able to combine anything in our mind to this field.

Tuong Anh Ens

CEO and Founder at Go West Robotics

Tuong Anh Ens is CEO and founder of Go West Robotics which is a robotics software consulting Company. Exposed to many exciting robotics projects and having very good connections in the robotics community, she decided to focus on helping robotics companies succeed. Her main objective here was to reduce hurdles that occur for so many creative and revolutionizing ideas to take shape and get implemented. Thus, at Go West Robotics, she and her team work with the world’s leading robotics companies to build better automation systems and robots.

Ens enjoys the challenges with the future in robotics, ever-changing unknown and our ability to push beyond the boundaries of what was previously inconceivable. Going through the hurdles of both the personal and professional life balance herself, she strongly believes in hardwork and perseverance and believes in her team at Go West Robotics for the accomplishments and growth in robotics.

Sravanthi Kanchi

 Data  Engineer at Bayer Crop Science | The Founding Member of The Founders Vault

Sravanthi Kanchi is a data engineer at Bayer Crop Science and the founding member of the Founders Vault. She loves learning, building and researching about building robots and she is currently working to build the home cleaning robot. She enjoys the ideas coming into life in robotics. She aspires to make an impact into people’s lives by building something useful for mankind as she believes in robotics contribution in transformation of healthcare , ergonomics, space, industrial sectors etc.

Kajal Gada

Content creator at Youtube

Kajal Gada is a robotics software engineer and youtuber. She has 3 years of professional experience. At her last job at Brain Corp, she helped support Brain OS – a software for autonomous mobile vehicles. Her interest in robotics was sparked by a video of drones doing flips autonomously by her mentor who continuously encouraged her to explore robotics. 

Gada started working on robotics on her own starting with creating her own robot for simple projects such as a line follower and obstacle avoidance and then further enhanced her knowledge in the area with Masters in Robotics from University of Maryland. As the way of giving back to the robotics community she creates and posts tutorials in her youtube channel for free open source software webots to create projects that are beginner friendly, and thus making it easy for anyone to get started with robotics. She has been interviewing existing women in robotics in her youtube channel as well and wants to continue it to inspire younger women and set an example of how someone looking like you started it and did it.

Dimitra Gkatzia

Associate Professor at Edinburgh Napier University

Dimitra Gkatzia is an associate professor at School of Computing at Edinburgh Napier University where she leads a UK-funded project in robotics, CiViL. CiViL aims to provide robots with human-like abilities, such as reasoning and communicating using commonsense. She is also a co-founder of the workshop series NLG4HRI, which aims to bring together researchers interested in developing NLG methods for Human-Robot Interaction. 

Gkatzia’s expertise is in Natural Language Generation (NLG), i.e. teaching computers “how to talk”, Data-to-text generation, AI, Machine Learning, summarization of time-series data. With her proficiency in this field she is dedicated to  making dialogue systems (such as Alexa, Siri) converse naturally, by enhancing their responses with commonsense and world knowledge. She entertains the far-ranging scope and the endless possibilities for robotic applications. “Robotics has shown promising results in assistive technology, education, and health”, says Gkatzia who envisions a future where humans and robots coexist and collaborate in domestic, public and work settings and robots used to solve real-world problems.

And we encourage #womeninrobotics and women who’d like to work in robotics to join our professional network at http://womeninrobotics.org

James Bruton focus series #3: Virtual Reality combat with a real robot

James Bruton and the students

It’s Saturday, it’s the turn of another post of the James Bruton focus series, and it’s Boxing Day in the UK and most of the Commonwealth countries. Even if this holiday has nothing to do with boxing, I didn’t want to miss the opportunity to take it literally and bring you a project in which James teamed up with final year degree students in Computer Games Technology at Portsmouth University to build a robot that fights a human in a Virtual Reality (VR) game.

For this project, the students Michael (Coding & VR Hardware), Stephen (Character Design & Animation), George (Environment Art) and Boyan (Character Design & Animation) designed a VR combat game in which you fight another character. James’ addition was to design a real robot that fights the player, so that when they get hit in the game, they also get hit in real life by the robot. The robot and the player’s costume are tracked using Vive trackers so the VR system knows where to position each of them in the 3D virtual environment. You can see some artwork and more details about the project here and here. Without further ado, here’s James’ video:

Happy holidays!

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