By applying natural language processing tools to the movements of protein molecules, University of Maryland scientists created an abstract language that describes the multiple shapes a protein molecule can take and how and when it transitions from one shape to another.
A protein molecule’s function is often determined by its shape and structure, so understanding the dynamics that control shape and structure can open a door to understanding everything from how a protein works to the causes of disease and the best way to design targeted drug therapies. This is the first time a machine learning algorithm has been applied to biomolecular dynamics in this way, and the method’s success provides insights that can also help advance
Not all businesses experienced a setback due to COVID-19. Cosmose AI, a company that uses machine learning to predict who will go shopping as well as when and where, plus measures the effectiveness of online ads to online and in-person store visits, expanded during the pandemic. Valued at $100 million after a Series A investment round by Tiga Investments, OTB Ventures, and TDJ Pitango, many retailers turned to the insights provided by Cosmose AI’s artificial intelligence-powered service to figure out how to best operate during the pandemic and prepare for a new future.
Insights for Retailers from Cosmose AI’s AI-Powered Platform
Founded in 2014, Cosmose AI gathers anonymized mobile phone data including user IDs, location info, and more from more than 1 billion smartphones, more than 400,000 apps, 360,000 stores and then
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Google and Apple have taken steps this year they say will help users shield themselves from hundreds of companies that compile profiles based on online behavior. Meanwhile, other companies are devising new ways to probe more deeply into other aspects of our lives.
Apple, meanwhile, says it will require apps in a forthcoming version of iOS to ask users before tracking them across services, though it delayed the effective date until next