Cognitively Speaking

  • Anthony Paolitto, Ph.D.


December 25, 2008. Christmas Day to many on the planet, a day celebrated by billions as representative of salvation come into the world. To many others it might simply provide a venue for multiple celebrations, presents from Santa, elaborate feasts, and family time. To most, at the least, it is a day off.


Fortunately, not everyone is home deciding which presents need to be returned the next day. Many are on call or actively working. Hospitals are operating, airports are open, first-responders are as reliable as ever, and the NBA has a game on CBS.


More fortunately, our freedoms are still being protected -- unbeknownst, unaware and unnoticed by most of us. We still needed to be protected from the bad guys, and, I’m sure I will catch some flack from some for referring to terrorists as “bad guys.” Whatever. Operation Iraq Freedom represented a U.S. led coalition of forces that ultimately resulted in the overthrow of Saddam Hussein’s regime. And, even more fortunately, the U.S. military had a number of very exceptional men and women there committed to doing just that.


One of those men was Major John J. Pryor of Moorestown, NJ with the 1st Medical Detachment, Forward Surgical Team. Major Pryor, a trauma surgeon with the United States Army Reserve Medical Corp was on his second tour of duty, having deployed in Mosul, Iraq just 19 days earlier. He was a Bronze Star and Purple Heart recipient. In “civilian life” Dr. Pryor was Trauma Program Director and Professor at the University of Pennsylvania Hospital and School of Medicine. More importantly, to him, he was a husband and father to a daughter and two sons.


Unfortunately, Major Pryor, 42, was killed that Christmas Day.


Shrapnel from a Rocket Propelled Grenade (RPG) from over 1,000 yards away struck him, killing him instantly. I am privy to more of the information than was available in the media about this because the person walking next to Major Pryor on the way to a Christmas meal was my wife’s brother, who had just left him to retrieve a camera fifteen seconds earlier. Fortunately, my brother-in-law was unharmed. Most unfortunately, there are too many other fine men and women like Dr. Pryor who met --and continue to meet -- similar fates.


Fortunately, technology evolves in a myriad of positive directions. Artificial Intelligence continues to enrich us with the advent of life saving technology and devices that will someday, sooner or later, give us solutions -- yes, even cures -- to the most historic of diseases. Can similar sentiments be envisioned on how we perceive our national defense -- or, better put, deterrence? In the example of Major Pryor, wouldn't it have been desirable if terrorist combatants (who by the way don’t play by the rules) would have never even been able to launch that fatal RPG, along with countless others, in the first place? Better for Major Pryor, better for his family, better for the soldiers he could have saved on the battlefield, and better for the countless others he would have saved in his civilian trauma ER had he survived.


Project Maven is a U.S. Department of Defense project which, in most simple language, uses machine learning to distinguish people and objects captured in video from drones. It is an algorithmic - image - analysis driven program utilizing AI to interpret video images utilizing facial recognition technology, which can be used -- for example -- to accurately identify and target enemy combatants aiming RPG's from long distances. Translation: if the technology had existed in 2008 and had been deployed it would have identified and taken out the enemy combatant that fired the RPG that killed Major Pryor before the weapon ever had a chance to be launched.


Some companies (incredulously in my eyes) balk at working on this kind of technology. (One -- a very big one everyone has heard of -- even ended their contract with the Department of Defense after employees successfully petitioned them to pull out because it involved “warfare technology.” None of the employees I assume were related to Dr. Pryor, or could have benefitted from his medical contributions). One company however, that assumed both the moral and patriotic mantle to protect our troops is Clarifai, an AI visual recognition startup. As Clarifai’s CEO and founder Matt Zeiler so succinctly put it regarding their decision to engage with the Department of Defense and Project Maven: “After careful consideration, we determined that the goal for our contribution to Project Maven — to save the lives of soldiers and civilians alike— is unequivocally aligned with our mission … of putting our resources toward society’s best interests, and that includes America’s security.”


Moral opposition to engage in projects, work place or otherwise, is certainly legitimate. Mischaracterization because of social or political opposition is not. The internet, GPS, weather radar, penicillin, jet engines, canned food and even duct tape (or is it really duck tape?) are all products derived from military endeavors. Hardly “warfare technology.” Airplanes were used to attack Pearl Harbor and the World Trade Center -- should we have petitioned the Wright Brothers to stop fiddling around in their bicycle shop with their project? [I sure hope they still teach who the Wright Brothers were in schools, but probably not.] The point is, we are always going to have the “bad guys,” or some parties taking advantage of what was intended for good and using it for evil. The focus instead, needs to be on the ‘good guys’ -- the John Pryor's of this world -- those working on the protective applications of Project Maven and similar endeavors utilizing “AI for Good.” We at Cognitive Recruiting are very proud to have been a part in assisting Califai in finding some of their Real Smart People to assist on Project Maven!


Major/Dr. John Pryor certainly left this world a better place. We needed him longer. Think of the people he saved. Think of those he is now not able to save on his operating table. Could this have changed history? We will never know … (more on this theme in my next blog entry).


It is apt to finish here with a favorite quote from Albert Schweitzer that hung on Dr. Pryor's office wall which captured his spirit. It begins with "Seek always to do some good, somewhere …".


Please email comments to: DrP@realsmartpeople.ai

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  • Anthony Paolitto, Ph.D.


“Rm9sbG93ZXJz” is the title of the seventh episode of the eleventh season in the second reboot of the iconic series "The X-Files" (extra points to those who know what the title represents in the real world). For those of you who have not kept up (all 23 of you), the regular run of the series ended with its 9th season in 2002 with abbreviated re-births in the last three years. Since 2002 our hero and heroine Fox Mulder and Dana Scully have gotten iPhones, stared using an Uber clone, and upgraded their 6 gig, 64 MB RAM, iBook G3’s. They’ve also taken care of all of that relationship angst they had with each other for nine years. Well … maybe. It’s still unclear, at least to me, if during the hiatus they ever married/divorced, lived together, had a baby together with at least some extra-terrestrial heritage, or have even ever been out on a date. But they are on a date this episode (I think) as Mulder picks up the check (or at least tries to), they hold hands for 1.3 seconds (sort of) and they say less than two words to each other in the restaurant (so yea, I guess it was a date!). If you haven’t seen the episode or don’t remember it too well -- and even if you weren’t a fan of the series (we are back to those 23 of you) -- I definitely recommend a look as most reviewers concur that it was one of the more entertaining watches of the series.

Here is one of the places it is available for free: 'FoXwatchXF'


Good: now that you’ve watched and we are all up to speed, most of us can agree that “AI Run Amok” could be a good subtitle. Presented in humorous fashion, the episode nevertheless presents an ever increasing evolution of automation and AI as cold & dark, nameless & human-less, isolating & -- most of all -- intrusive. Social media, driverless vehicles, voice recognition, drones and dysfunctional IoT all take their licks as they unleash their kicks on Fox and Dana [e.g., the Uber-clone driverless vehicle racing at 80 MPH -- ignoring all Scully's voice commands to stop and let her out -- while at the same time incessantly popping up social media rating requests of her still ongoing ride and aborted restaurant experience].


I loved it, and, must admit, saw much of it resonating to some degree as accurate. In the interest of full disclosure I admit that the only Alexa that will ever enter our home is my cousin’s delightful wife if she ever visits us. Or, that if I want to change the temperature in my house I will stand-up, walk over to the still working thermostat from the Eisenhower administration and change it by hand myself. Also, despite being presented with 856,477,365 click-bait ads on the internet I have never once clicked one of them, and that I use my iPhone for mostly (gasp!) making phone calls!


So why the negative depiction, especially on a blog and site so obviously dedicated to promoting AI endeavors? Contrarian perspective? Neo-Luddism? A technophobe in AI land? On the surface, perhaps …


At COGNITIVE Recruiting Solutions we have actually looked inside the human body at a beating heart: on an iPhone -- wirelessly connected to a wand with all the components of an ultrasound machine reduced down to a single chip! We’ve learned how deep learning algorithms are saving lives and enhancing the work of radiologists allowing them to diagnose cancer more quickly and accurately. We’ve witnessed AI being used to enhance MRI resolution and tissue segmentation for faster and better diagnosis of osteoarthritis and knee injuries. We’ve watched a baby in living color in its mother’s womb in 3D. Just recently, we’ve spoken with a company that provides virtual reality experiences for seniors to help re-energize their neural pathways with astonishing results in loved ones with Alzheimer’s. And, in some of these examples we’ve not only seen, but recruited the talented, Real Smart People who helped make these projects come to fruition!


At one point in the X-Files episode we see Mulder scanning the news on his iPhone and the camera focuses in on the headline Elon Musk: AI "vastly more of a threat than North Korea." I laughed, thinking it was a joke. Then I searched and found he actually did say this. Perhaps he was envisioning a scenario where everyone had one of his self-crashing cars?


Rm9sbG93ZXJz”: An entertaining, slightly prophetic (perhaps some tongue in cheek) TV episode humorously presenting AI as cold & dark, nameless & human-less, isolating & intrusive: “AI Gone Bad.” At Cognitive Recruiting we prefer to focus on the bright & hopeful, life-saving & personal, audacious & revolutionary: “AI (& VR) for Good.”


Please email comments to: DrP@realsmartpeople.ai

(specify if public or private)

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