Even in the best of times, the human race can hardly be defined by our patience in the face of uncertainty. COVID-19 has rocked our feelings of safety and security. Hospitals have struggled to keep up with demand for care, and researchers are working tirelessly to create a vaccine. Early on in the fight against this virus, some looked to artificial intelligence technology to lead the pack in finding a solution to the global health crisis, but science takes time and AI is no different.
Over two months ago, when COVID-19 was still most prevalent in China, researchers were already attempting to use AI to fight the virus’ spread. As Wired reports, researchers in Wuhan, China attempted to screen for COVID-19 by programming an AI to analyze chest CTs of patients with pneumonia.
The AI would then decipher if the patient’s pneumonia stemmed from COVID-19 or something less insidious. This plan failed for the same reason many pursuits do – a lack of time and data to pull it off.
The United Nations and the World Health Organization examined the lung CT tool, but it was deemed unfit for widespread use. The lung CT tool, and all other AI driven projects, are limited by the humans designing and operating them.
We have struggled to collect and synthesize data in relation to COVID-19, and as a result tools, like the lung CT scans, cannot hope to succeed. AI is only as powerful and intelligent as the teams building it, so perhaps, we just aren’t there quite yet. Our tenacity and optimism continue to drive AI forward, but progress can only be sped up so much.
Like all science, AI has its limitations, and we cannot expect it to be a miracle cure for all our problems. It requires data, experimentation, and testing just like any other scientific pursuit. There are many problems to unlock before AI can be a leader in the driving force for positive change, but its shortcomings do not outweigh its potential. AI couldn’t save us from COVID-19, but as researchers continue to learn from this global event, AI may still save us in the future.