Although AI is expanding our understanding of biology at the cellular level, there will be failures along the way in other sectors (video deep fakes, maligned bots, not really autonomous cars, etc.).
It is vital healthcare not to get tarred with the same brush. This approach opens doors to more discoveries in underlying causes of disease, including Multiple Sclerosis, NASH (a growing disease involving cirrhosis of the liver), and Parkinson’s, to name a few.ĪI will take its lumps in other industries. Single-cell biology and AI have helped unlock a key strategy to finding the root causes of diseases including aortic aneurysms. We will find root causes of-and cures for-diseases. If you get it wrong at the start, it is wrong throughout the process. Why? Better targets at the start could save millions of dollars downstream. But choosing the right targets for drugs at the start of the process will only help the clinical trial process. 2021 will be a transformative year for enterprises leveraging computer vision for automation, with fast and smart adopters of edge AI becoming industry leaders for years to come.ĭrug targeting will be as important as the clinical trial phase of drug development : COVID has changed the trajectory of drug development the industry has shown they can do it faster. Overall, various industries will benefit from edge processing due to its reduction in network bandwidth costs and improvement on issues related to privacy, latency, and efficiency. Camera-attached processing in addition to collective, multiple stream processing will remove the need for huge, in-store servers while also reducing communication costs. Edge processing will help process video streams coming from multiple cameras in real time.
AI and edge computing will play a crucial role for businesses in alleviating the growing strain of managing large amounts of data since processing data right at the edge versus needing to transfer it to the cloud, creating more powerful, versatile, responsive and secure solutions.ĪI at the edge will make it more efficient to process large amounts of data and complete time and resource demanding tasks for industries that rely on dozens of cameras, such as smart retail and industry 4.0. With growing demand and wider adoption due to affordability and accessibility, 2021 will bring broader deployment of AI at the edge solutions across various industries. New idea business fashion popular and relevant topics. Flipping 2020 to 2021 trends print screen on wooden block cubes.
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