AI Has Failed Radiologists: Why Do Humans Believe Bad Predictions?
Sergei Polevikov, ABD, MBA, MS, MA ????????
Author of 'Advancing AI in Healthcare' | Healthcare AI Fraud Investigator
No one will remember that AI has been struggling for over a decade. It will finally get it right, and all of us will forget the past mistakes. It's human nature. Unlike AI, humans tend to forget.
The Oscar ceremony was held yesterday. Can you name a movie outside of "Barbie" and "Oppenheimer" that was nominated for an Oscar? Most people can't, despite these being very good movies that have made it onto a very short list of the best movies in the world.
And it's only been one day. Imagine human memory in a year, 5 years, 10 years. We humans tend to only remember "winners." We don't remember second places.
We like winners. We like "visionaries." We worship them. We elevate them high into the sky. Then we realize that the emperor is completely naked. But by that time, it could be too late.
The problem is, for the life of us, we can't pick winners. So, we bet on those who behave like winners: those who speak with confidence and look good. That's it. You don't need anything else.
We're so mesmerized by perceived "winners" and self-proclaimed visionaries, we forget to ask very basic questions. But the worst part is, regulators forget to ask very basic questions.
I would like to explore who we, the people, put on a pedestal and whom we call "genius," "guru," "visionary," without checking "under the hood," and then later become cheated on and lose a lot in the end: money, trust, belief.
So what do portfolio managers, Wall Street analysts, venture capitalists, Bernie Madoff, Elizabeth Holmes, Ali Parsa, Nassim Taleb, Vinod Khosla, and Geoffrey Hinton have in common? Let's find out.
Continue reading at sergeiAI.substack.com...
Healthcare Project Consultant and Patient Advocate
12 个月AI has improved detection of prostate cancer. So this is a unfair generalization
Accelerate Financial Freedom | Invest in Your Well-Being | Hands-Off Real Estate | Passive Income
12 个月Interesting observation about human memory and winners!
Aging Brain Therapies | Personalized Chronic Care
12 个月So far no workflow can be fully automated. Human-machine interaction is the reality. Chatted with a friend yesterday over using AI search and 3 latest LLMs to help me summarize and recommend research focus. I showed him it took 12 well engineered/tested prompting steps with output evaluation/resynthesize to get to my goal.
Radiologist | Clinical Epidemiologist AI
12 个月Thanks for mentioning our editorial. For those interested: open-access preview ?? https://rdcu.be/dADrF
Realtor Associate @ Next Trend Realty LLC | HAR REALTOR, IRS Tax Preparer
12 个月Thanks for Posting.