ethical AI

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Renamed Defined.ai, DefinedCrowd has expanded into a marketplace for AI data, tools and models, with services for complex ML projects. NLP, computer vision focused. 

Squirrel AI's adaptive learning system lets students study at their own pace while targeting their weaknesses, achieving 5–10 times greater efficacy than conventional schools.

Founded in 2018, Kale United is a Stockholm-based ethical investor with an overriding interest in plant-based technologies. It raises funds from crowd campaigns and currently has a portfolio of 30 companies, mostly Swedish alternative meat startups. It had crowdfunded €1.34m by April 2020 for its portfolio of companies from three separate campaigns. It also has a portfolio of plant-based public shares and features a team of vegan expert investors and business leaders. Its founder, Måns Ullerstam, owns a third of the company. He is also CEO of local vegetarian food producer startup Astrid och Aporna.

With partnerships already secured with Google, Microsoft and Amazon, Acuilae is poised to introduce ethical decision-making in a big way to the AI community.

Founded in June 2015, Horizon Robotics is an AI solutions provider. Devices carrying its AI systems have been widely applied in smart driving, smart city and smart retail scenarios. Horizon developed China’s first embedded AI processors for computer vision tasks: the Sunrise 1.0 Processor, which is used in smart cameras, and the Journey 1.0 Processor, which is used in autonomous vehicles.

The only diamond producer to be certified carbon-neutral, this unicorn makes high-carat, high-value lab-grown diamonds at scale that are jewelry-grade, ethical, environmentally sustainable and conflict-free.

Founded in September 2016, OrionStar is an AI firm backed by Cheetah Mobile. Having created its own AI technologies in the fields of voice interaction, image recognition and visual navigation, OrionStar offers a series of robotics products, including smart speakers and mechanical arms.

Toyota AI Ventures, the venture capital arm of the Toyota Research Institute, is a Silicon Valley-based fund investing globally in startups with cutting-edge solutions in the AI, smart-mobility, autonomy, robotics, data and cloud spaces while leveraging the global expertise and technical resources of the Toyota Group.In 2015 Toyota created the Toyota Research Institute aiming to support the research on next-generation mobility, robotics and new materials. Toyota AI Ventures was founded in 2017 with initial funding of $100m. 

Founder, CEO and CTO of Zhen Robotics. An expert in AI and robotics, Liu Zhiyong used to work at Alibaba as the technical leader of its AI program “Wall-e Super Brain.” He has a master’s degree in Machine Learning and Robotics from Tsinghua University. He pursued a doctoral degree in Computer Science at ETH Zurich but never finished. He has also performed research in AI and robotics at Imperial College London. He has published more than ten papers in top journals and owns several invention patents.

Leo Zhu received his PhD in Statistics from the University of California, Los Angeles, where he specialized in statistical modeling of computer vision and artificial intelligence (AI), He was a student of Professor Alan Yuille whose PhD in theoretical physics was supervised by Dr Stephen Hawking. Prior to co-founding and becoming the CEO of China’s leading AI technology startup YITU Healthcare, he was a postdoctoral fellow at Massachusetts Institute of Technology’s AI laboratory and a research fellow at the Courant Institute of Mathematical Sciences, New York University.

Baidu Ventures (BV) was launched as an AI-investment arm of online search and internet conglomerate Baidu in September 2016. It has regional headquarters in Beijing and Silicon Valley. With a phase-I fund of US$200m, it focuses on early-stage AI-startups.In San Francisco, BV's non-strategic fund focuses on the AI and robotics sectors providing pre-seed to Series B funding. Headed by Saman Farid as partner since November 2017, the US team manages investments in over 70 startups including Airmap, Covariant.ai, Atomwise, 8i and Subtle Medical.

Beyond Investing is a Geneva-based firm investing in early-stage venture capital and equity growth startups mainly in European developed markets. With average investments of €200,000, the firm’s core investment strategy focuses on sustainability with an investment period lasting 5–10 years.The impact investor targets innovative startups involved in vegan, cruelty-free and plant-based alternatives; biotechnologies, foodtech, new materials, clothing and lifestyle sectors. Successful portfolio foodtechs include Mosa Meat, BlueNalu and Shiok Meats.With a team of vegan finance professionals in the US and Europe, Beyond Investing listed the first US Vegan Climate ETF (VEGN) on the New York Stock Exchange in September 2019. The ETF tracks Beyond Investing’s US Vegan Climate Index which covers an index of 495 of the largest-capitalization companies in the US stock market. The ethical investment option aims to exclude stocks in companies with activities that are not aligned with its vegan-themed, cruelty-free and fossil-fuel-free investing ethos.

Nour Akbaraly completed a master’s in engineering at Centrale Lille and also a master’s in applied mathematics at Lille University in 2010. In 2011, Akbaraly joined industrial manufacturing consultancy firm Avencore as a consultant in Paris.The avid photographer and F&B enthusiast also went to various tea-tasting classes at a tea specialist college until 2015. Passionate about gastronomy, he began exploring alt-protein alternatives to address the environmental and ethical challenges of food supply chains.In 2016, he went on an engineering training course for agronomy and agri-food at AgroSup Dijon, the National Institute of Agronomic, Food and Environmental Sciences.A year later, he founded Les Noveaux Affineurs, a startup specializing in plant-based alternatives to cheese. His ambition is to create a new range of French gastronomic vegan cheese products for consumers in France and overseas.Since 2010, Akbaraly is also a volunteer at the Action Contre la Faim, a Paris-based international NGO founded in 1979. The “Action Against Hunger” projects include running awareness campaigns on food security issues in colleges and schools in France and other countries like India and Sudan.

Squirrel AI Chief Scientist and co-founder Cui Wei received his PhD in 2012 from University College Dublin, Ireland, where he conducted research on artificial intelligence and its application to ultra-high frequency trading. Upon graduation, he joined web-based learning system provider Realizeit (DBA of CCKF) in Ireland, where he applied AI to adaptive education. Prior to co-founding Squirrel AI in 2016, he had founded Ireland’s first Chinese-language online shopping platform, which served 80% of the Chinese population in Ireland. 

Squirrel AI co-founder Jeff Wang Feng started as an academic. He received his PhD in instructional technology from the University of Georgia in 2006. He then conducted postdoctoral research at the University of Pennsylvania from 2006–2007 and the University of Virginia from 2007–2008.Wang was Director of Distance Education at Mount Saint Mary College in New York state from 2008–2011. From 2011–2014, he was Director of John Jay Online, in the John Jay College of Criminal Justice, part of the City University of New York, In 2015, Wang returned to China and joined Squirrel AI as a co-founder. In 2016, he left Squirrel AI and founded his own adaptive learning startup, Learnta Inc, of which he is CEO.

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