THIS IS EXACTLY WHAT AN ARTIFICIAL INTELLIGENCE WOULD HAVE DONE...
Fabio Moioli
Executive Search Consultant and Director of the Board at Spencer Stuart; Forbes Technology Council Member; Faculty on AI at Harvard BR, SingularityU, PoliMi GSoM, UniMi; TEDx; ex Microsoft, Capgemini, McKinsey, Ericsson
AN OLD (BUT GREAT) STORY WHICH PERFECTLY REPRESENTS THE DIFFERENCE BETWEEN DATA ANALYTICS AND DATA INSIGHTS
During World War II, the Allies mapped bullet holes in planes that were hit by Nazi fire
They sought to strengthen the planes by reinforcing the areas that received more bullets (shown as red dots on the picture)
Theoretically, it was a logical deduction. After all, these were the most affected areas. Also, I would add, THIS IS EXACTLY WHAT AN ARTIFICIAL INTELLIGENCE WOULD HAVE DONE AS WELL, BASED ON CORRELATION AND STATISTICS.
But Abraham Wald, a mathematician, came to a different conclusion: the red dots represented only the damage to the planes that were able to come back home
?????????????????? ???? ??????, ???? ???????????? ?????????????????? ?????? ?????????? ?????????? ?????????? ???????? ???? ????????????, because these are the places where the plane would not survive being hit
This phenomenon is called ???????????????? ??????????????????. It happens when you look at the things that have survived when you should focus on the things that didn't
What are you looking at in the current crisis? Where are we taking bullets or where should we act? MOST IMPORTANT, ARE YOU USING OUR AMAZING HUMAN BRAIN AND HUMAN INTELLIGENCE TO SEE THINGS IN WAYS THAT NO ARTIFICIAL INTELLIGENCE MAY CONCEIVE IN THE NEAR FUTURE?
We (humans) possess the unique ability to learn and apply our knowledge in combination with our critical thinking, holistic reasoning, creativity, and emotional approach. We must leverage what is specific to us, humans, together with AI. At the end, our intelligence remains always the most important one! (when we use it ??) ?
Founder & CEO, Group 8 Security Solutions Inc. DBA Machine Learning Intelligence
7 个月Thanks for sharing!
Top Voice | Automation & AI Expert & Advisor | CEO & Co-Founder | Speaker | Author | Influencer | Delivered over $100M P&L Impact to clients
9 个月I love this - fully OG approved !
Business Development Manager
2 年Hi Fabio, this example is very impressive and makes you think about it. Some minutes later, actually, it seems to me that the presentation of the example itself starts from its hypotethical and final result, without focusing on the complete data in input. I mean if the problem were understand how increase security and reinforce aircrafts from the enemy’s weapons, why don’t consider from the beginning the aircrafts lost? In any case, I'm an old and romantic man, even if an engineer, that's why I hope human abilities could be still superior! Thanks for this post, it made me think!!! Ego cogito, ergo sum, sive existo ;)
PhD Computational and Data Sciences | High Performance Computing, AI / Machine Learning, Software Engineering | Python, Java, C++, SQL, Tableau
2 年The "ability to learn and apply our knowledge in combination with our critical thinking, holistic reasoning, creativity, and emotional approach" may not be unique to humans. It may be possible for other species (and in the future, even machines) to posses this ability. And of course, extraterrestrial (alien) intelligence may be even more advanced than human intelligence.
Senior ber?kningsingenj?r p? Volvo Group
2 年Sure, how on earth an AI could beat NI ;). U can't outsmart ur maker.