Over one billion hours of video are uploaded to the internet daily. Deepfakes, videos manipulated using deep learning techniques, represent a tiny fraction of those videos but are growing rapidly, doubling in the past nine months. Deepfake quality is improving to the point where the best are unidentifiable by human reviewers–and already have been used for nefarious purposes, including inserting a person into pornography or manipulating politics. As a result of the growing quality and ability to insert Deepfakes into a sea of uploaded content, the risk of their spreading and causing damage for content hosting companies is increasing. It is critical to be able to identify and react to Deepfakes by flagging or removing them. FakeNetAI’s Deepfake detection technology enables content hosting platforms to detect Deepfake content to counteract this growing threat. FakeNetAI’s technologies allow companies to respond to the threat even as Deepfakes continue to grow exponentially.
Year: 2020
EdVisorly
EdVisorly is pioneering equitable access to higher education, and we understand that many aspiring community college students cannot commit as much time to planning their academic journey. Higher education in the United States has become less accessible to underserved ethnic minorities, immigrants, and those from socio economically depressed communities. While there are many factors that contribute to the cumulative disadvantages in equity within our country, education is among the most evident and consequential. Today, EdVisorly is leveraging the latest technology in data analytics, machine learning, and software development to simplify and optimize the community college degree planning process. EdVisorly will allow students the unbiased freedom to plan faster and pivot seamlessly in their education with full transparency and support, resulting in increased enrollment, retention, and graduation rates.
Earth Voices
The majority of American adults think global warming is happening, but almost half of American adults do not think it will affect their personal life. This is because of political bias and psychological distance to the consequences of climate change. Many projects, such as video-blogs, summer camps, and public outreach activities have been tackling these challenges to increase public engagement and desirable attitudes towards environmental problems. Earth Voices is an interactive podcast that guides listeners through an immersive experience, while walking a predetermined route in a city. Listeners would learn more about the different spheres of the Earth system and their relation with society through an embodied experience that will bring them closer to understanding the climate and the modern environmental problems society faces, as well as visualize themselves as part of the solution. Earth Voices will be available for free online and through main podcast platforms.
ChemCath
Even a patient monitored every 4 hours can undergo quick physiological changes (e.g. shock) that threaten their health because they are not detected fast enough. ChemCath is a sensor-embedded modification of a current catheter that will enable early identification of these deleterious events by continuously monitoring physiologic and chemical data without requiring blood draws. Leveraging recent advances in micro- and nano-science, ChemCath’s biosensors will quickly detect changes in pH to start, but future work will facilitate measurement of other important biomarkers such as sodium, potassium, and glucose. Though initially intended for hospital use, ChemCath will also pave the way for close at-home monitoring of patients on home health, preferentially benefiting the elderly, disabled, and those in rural communities who have more difficulty accessing healthcare facilities.
BioMilitus
Agricultural co-products and other food wastes are used as feedstock for insects, which are later harvested for biomass, rich in proteins and fats valued as animal feed ingredient. Consequently, the bioconverted food waste is transformed into a microbially active insect compost known as frass, which may be used as a soil amendment for crops. Given that 3 million tons of organic waste are generated each year from California alone, this resource represents a significant opportunity for insect bioconversion. BioMilitus leverages the bioconversion potential of black soldier fly larvae (BSFL) as a solution for bridging the gap between the increasing global food demand and abundant organic waste. In order to realize the idea’s full potential, BioMilitus has further innovated this process through the engineering of growing conditions, specialized blends of wastes used as feed stock, and specially bred lines of insect larvae targeted for more efficient bioconversion of waste.
AIDS-Tech
The broader access to antiretroviral drugs has led not only to considerable reductions in morbidity and mortality but, unfortunately, has increased the risk of virologic failure due to emergence and potential transmission of drug-resistant viruses. AIDS-tech will be a portable point of care diagnostic test that detects HIV drug resistance mutations in patient blood samples within 120 minutes, with an estimated sensitivity of 80-90% at an estimated cost of $50. A rechargeable battery (8-hour half-life) will be fitted to support a full day’s testing to use in field settings where access to electricity is limited. Results will be interpreted with a naked eye (observing color change on the strips), hence eliminating the need for computers and software. This will aid timely acquisition of resistance results and guide clinicians on which regime to start the patient and thus improve treatment outcome. It will also aid in the World Health Organization’s target to limit the number of patients with HIV.